Africa-focused technology, digital and innovation ecosystem insight and commentary.
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Player FM - Internet Radio Done Right
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תוכן מסופק על ידי Prateek Joshi. כל תוכן הפודקאסטים כולל פרקים, גרפיקה ותיאורי פודקאסטים מועלים ומסופקים ישירות על ידי Prateek Joshi או שותף פלטפורמת הפודקאסט שלהם. אם אתה מאמין שמישהו משתמש ביצירה שלך המוגנת בזכויות יוצרים ללא רשותך, אתה יכול לעקוב אחר התהליך המתואר כאן https://he.player.fm/legal.
דומה לInfinite Curiosity Pod with Prateek Joshi
Show notes are at https://stevelitchfield.com/sshow/chat.html
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The Talk Show With John Gruber
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The Talk Show With John Gruber
Daring Fireball / John Gruber
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The director’s commentary track for Daring Fireball. Long digressions on Apple, technology, design, movies, and more.
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Download This Show is your weekly guide to the world of media, culture, and technology. From social media to gadgets, streaming services to privacy issues. Each week Rae Johnston and guests take a fun, deep dive into how technology is reshaping our lives.
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WSJ’s Bold Names brings you conversations with the leaders of the bold-named companies featured in the pages of The Wall Street Journal. Hosts Tim Higgins and Christopher Mims speak to CEOs and business leaders in interviews that challenge conventional wisdom and take you inside the decisions being made in the C-suite and beyond.
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Android Backstage, a podcast by and for Android developers. Hosted by developers from the Android engineering team, this show covers topics of interest to Android programmers, with in-depth discussions and interviews with engineers on the Android team at Google. Subscribe to Android Developers YouTube → https://goo.gle/AndroidDevs
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The power of Data is undeniable. And unharnessed - it’s nothing but chaos. Making data your ally. Using it to lead with confidence and clarity. Host Jess Carter is solving problems in real-time to reveal what’s possible. Helping communities and people thrive. This is Data Driven Leadership, a show brought to you by Resultant.
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This is the audio podcast version of Troy Hunt's weekly update video published here: https://www.troyhunt.com/tag/weekly-update/
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We help founders make something people want.
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Redefining AI - Artificial Intelligence with Squirro
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Redefining AI - Artificial Intelligence with Squirro
Squirro
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Redefining AI is the 2024 New York Digital Award winning tech podcast! Discover a whole new take on Artificial Intelligence in joining host Lauren Hawker Zafer, a top voice in Artificial Intelligence on LinkedIn, for insightful chats that unravel the fascinating world of tech innovation, use case exploration and AI knowledge. Dive into candid discussions with accomplished industry experts and established academics. With each episode, you'll expand your grasp of cutting-edge technologies and ...
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Player FM - אפליקציית פודקאסט
התחל במצב לא מקוון עם האפליקציה Player FM !
התחל במצב לא מקוון עם האפליקציה Player FM !
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Biscuits & Jam
1 Shuai Wang’s Journey from China to Charleston 38:30
38:30 
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אהבתי38:30
הפעל מאוחר יותר
הפעל מאוחר יותר
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אהבתיChef Shuai Wang was the runner-up on the 22nd season of Bravo’s Top Chef and is the force behind two standout restaurants in Charleston, South Carolina—Jackrabbit Filly and King BBQ—where he brings together the flavors of his childhood in Beijing and the spirit of the South in some pretty unforgettable ways. He grew up just a short walk from Tiananmen Square, in a tiny home with no electricity or running water, where his grandmother often cooked over charcoal. Later, in Queens, New York, his mom taught herself to cook—her first dishes were a little salty, but they were always made with love. And somewhere along the way, Shuai learned that cooking wasn’t just about food—it was about taking care of people. After years working in New York kitchens, he made his way to Charleston and started building something that feels entirely his own. Today, we’re talking about how all those experiences come together on the plate, the family stories behind his cooking, and what it’s been like to share that journey on national TV. For more info visit: southernliving.com/biscuitsandjam Learn more about your ad choices. Visit podcastchoices.com/adchoices…
Prateek talks about LLMs learning to represent space and time
Manage episode 379266718 series 3370867
תוכן מסופק על ידי Prateek Joshi. כל תוכן הפודקאסטים כולל פרקים, גרפיקה ותיאורי פודקאסטים מועלים ומסופקים ישירות על ידי Prateek Joshi או שותף פלטפורמת הפודקאסט שלהם. אם אתה מאמין שמישהו משתמש ביצירה שלך המוגנת בזכויות יוצרים ללא רשותך, אתה יכול לעקוב אחר התהליך המתואר כאן https://he.player.fm/legal.
In this episode, the host Prateek Joshi talks about LLMs learning to represent space and time.
Here's the paper where the authors have discussed it in detail: https://browse.arxiv.org/pdf/2310.02207.pdf
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Where to find Prateek Joshi:
Newsletter: https://prateekjoshi.substack.com
Website: https://prateekj.com
LinkedIn: https://www.linkedin.com/in/prateek-joshi-91047b19
Twitter: https://twitter.com/prateekvjoshi
178 פרקים
שתפוManage episode 379266718 series 3370867
תוכן מסופק על ידי Prateek Joshi. כל תוכן הפודקאסטים כולל פרקים, גרפיקה ותיאורי פודקאסטים מועלים ומסופקים ישירות על ידי Prateek Joshi או שותף פלטפורמת הפודקאסט שלהם. אם אתה מאמין שמישהו משתמש ביצירה שלך המוגנת בזכויות יוצרים ללא רשותך, אתה יכול לעקוב אחר התהליך המתואר כאן https://he.player.fm/legal.
In this episode, the host Prateek Joshi talks about LLMs learning to represent space and time.
Here's the paper where the authors have discussed it in detail: https://browse.arxiv.org/pdf/2310.02207.pdf
--------
Where to find Prateek Joshi:
Newsletter: https://prateekjoshi.substack.com
Website: https://prateekj.com
LinkedIn: https://www.linkedin.com/in/prateek-joshi-91047b19
Twitter: https://twitter.com/prateekvjoshi
178 פרקים
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Infinite Curiosity Pod with Prateek Joshi
1 AI for Physical Security | Dave Selinger, CEO of Deep Sentinel 48:54
48:54 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי48:54
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיDave Selinger is the CEO of Deep Sentinel, an AI-powered video surveillance system. They have raised $38M in funding from Intel Capital, Shasta Ventures, and others. Prior to this, he was the cofounder and CTO of Redfin. And he was also the cofounder of RichRelevance. Dave's favorite books: - The Speed of Trust (Author: Stephen Covey) - Snow Crash (Author: Neal Stephenson) (00:01) – Origin Story: A Near-Miss and the Broken Security Market (04:22) – What Deep Sentinel Does and Why It Works (06:23) – Benefits of Vertical Integration in Security Tech (10:20) – How Deep Sentinel Tackles False Positives with AI (14:06) – Balancing Escalation Risk and Deterrence (17:06) – How Deep Sentinel Processes and Uses Its Data (19:36) – Positioning Deep Sentinel in the Competitive Landscape (21:12) – Go-to-Market Learnings for Hardware-Software Companies (23:39) – Residential vs. Commercial Security: A Comparison (26:41) – Regulation and Public Sentiment Around Security AI (29:03) – Insurance, Security, and Incentive Alignment (31:23) – Company Building and Lessons from 20 Years of Founding (39:26) – The Role of Distillation and LLMs in Deep Sentinel’s Future (42:27) – Rapid Fire Round -------- Where to find Dave Selinger: LinkedIn: https://www.linkedin.com/in/selly/ -------- Where to find Prateek Joshi: Newsletter: https://prateekjoshi.substack.com Website: https://prateekj.com LinkedIn: https://www.linkedin.com/in/prateek-joshi-infinite X: https://x.com/prateekvjoshi…
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Infinite Curiosity Pod with Prateek Joshi
1 Building the Berkshire Hathaway of AI Services | Brennan Pothetes, CEO of Infinity Constellation 47:40
47:40 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי47:40
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיBrennan Pothetes is the CEO of Infinity Constellation, an AI-native holding company. They've raised $17M from Freestyle Capital, Charlie Songhurst, and others. Brennan's favorite books: Zero to One (Author: Peter Thiel) (00:01) Lightning Bolt Moment – Origin of Infinity Constellation (03:48) Transitioning from Founder to Holdco CEO (07:00) How Infinity Incubates vs Acquires Companies (09:05) Infinity vs Traditional Venture Studios (10:58) Aligning Incentives: Founders, Holdco, and Investors (16:32) Target Markets and How They’re Chosen (20:27) When a Company Graduates from the Holdco (23:04) Resource Allocation and “Too Many Toddlers” Problem (26:29) Shared Infrastructure and the Code Commons (29:48) Model Choices, Full Stack AI, and the Infinity Playbook (32:05) First 3 Hires at a Portfolio Company (33:53) Who is the Real Competition? (37:03) Infinity’s 5-Year Vision and AI Trends (38:37) Rapid Fire Round…
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Infinite Curiosity Pod with Prateek Joshi
1 Agentic Shift in Microservices | Mark Fussell, CEO of Diagrid 34:08
34:08 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי34:08
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיMark Fussell is the CEO of Diagrid, a developer platform that provides tools and services for building cloud native applications. They've raised $24.2M from Amplify and Norwest. He is also the co-creator of Dapr, an open source tool used by 40,000 companies. Mark's favorite books: - Crossing the Chasm (Author: Geoffrey A. Moore) - Good to Great (Author: Jim Collins) - The Dispossessed (Author: Ursula K. Le Guin) (00:01) Opening and Introduction (00:09) The Origins of Dapr: Solving Developer Pain (01:53) Why Launch Diagrid After Building Dapr at Microsoft (03:36) Why Dapr Gained Traction Among Developers (05:30) Open Source Commercialization: What to Charge For (07:51) When Do Companies Turn to Diagrid for Help? (09:53) Key Features: PubSub, Workflow, and Catalyst (11:48) North Star Metrics and Innovation Philosophy (13:17) Pricing Strategy for Infra and Dev Tools (15:28) Competing Against Hyperscalers Like AWS & Azure (17:32) Who Diagrid Competes With and Role of Platform Engineering (19:29) The Agentic Shift in Microservices (21:28) How AI Is Changing Microservices Design (22:59) What's Coming Next at Diagrid: Roadmap and AI Features (24:51) Lessons from the First Five Customers (26:59) Rapid Fire Round -------- Where to find Mark Fussell: LinkedIn: https://www.linkedin.com/in/mfussell/ -------- Where to find Prateek Joshi: Newsletter: https://prateekjoshi.substack.com Website: https://prateekj.com LinkedIn: https://www.linkedin.com/in/prateek-joshi-infinite X: https://x.com/prateekvjoshi…
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Infinite Curiosity Pod with Prateek Joshi
1 Building the Android for Robots | Jan Liphardt, founder of OpenMind 46:43
46:43 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי46:43
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיJan Liphardt is the founder of OpenMind, where they're building an operating system for intelligent machines. He is an associate professor at Stanford and was previously an associate professor at UC Berkeley. He got his PhD from University of Cambridge. Jan's favorite books: The Little Prince (Author: Antoine de Saint-Exupéry) 00:01 — Introduction 00:32 — Gap Between Movie Robots and Real-World Robotics 02:35 — Vision for a New Robotics OS 07:14 — Robotics OS Stack Breakdown 11:01 — Biggest Technical Challenges in Robotics 15:06 — Data Volume, Processing, and Cloud vs. Local 19:09 — Shared Intelligence Layer: What is Fabric? 23:15 — Filtering Good vs. Bad Ideas in a Robot Network 26:06 — Business Model for Robots and Machine Economy 29:55 — Standards and Interoperability in Robotics 33:14 — Most Exciting AI Advancements Today 35:00 — Rapid Fire Round -------- Where to find Jan Liphardt: LinkedIn: https://www.linkedin.com/in/jan-liphardt/ -------- Where to find Prateek Joshi: Newsletter: https://prateekjoshi.substack.com Website: https://prateekj.com LinkedIn: https://www.linkedin.com/in/prateek-joshi-91047b19 X: https://x.com/prateekvjoshi…
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Infinite Curiosity Pod with Prateek Joshi
1 AI Infra for Long Context Model Training | Anna Patterson, founder of Ceramic AI 39:31
39:31 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי39:31
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיAnna Patterson is the cofounder of Ceramic, an AI infrastructure platform for large scale model training. They raised their seed round led by NEA along with amazing investors such as Lukas Biewald, Laszlo Bock, Sean Carey, Jeff Hammerbacher, Ankit Jain, Seval Oz, Joanna Rees, Gokul Rajaram, and Ram Sriram. She was previously the founder and managing partner at Gradient Ventures. She was the VP Engineering at Google for 14 years. Anna's favorite book: Books she reads with her daughters as part of their family book club (00:01) Introduction & AI Infra 101 (01:11) Budget Breakdown: Training vs Inference (02:16) Mapping the AI Infra Landscape (04:18) Verticalized vs General-Purpose Infrastructure (06:22) Why Ceramic Was Built From Scratch (08:35) MVP Tradeoffs and Decision Framework (10:16) Achieving 2.5x Speedup in Long Context Training (11:50) Short vs Medium vs Long Context: A Primer (13:38) Long Context vs RAG (Retrieval-Augmented Generation) (15:24) Real-World Impact of Long Context Models (16:38) Bottlenecks at 96K Token Contexts (17:51) Data Pruning 101: What to Keep, What to Drop (21:01) What Is “Good Data” in Subjective Domains? (22:32) How to Grade Reasoning, Not Just Answers (24:15) Synthetic Data: Use Cases & Limits (26:19) Staying Current in Fast-Moving Domains (27:30) Will Every Company Have Its Own Model? (29:23) Unlocking the Next 10x in Infra (31:27) Favorite Recent AI Advancements (32:33) Rapid Fire Round -------- Where to find Anna Patterson: LinkedIn: https://www.linkedin.com/in/anna-patterson-15921ba/ -------- Where to find Prateek Joshi: Newsletter: https://prateekjoshi.substack.com Website: https://prateekj.com LinkedIn: https://www.linkedin.com/in/prateek-joshi-91047b19 X: https://x.com/prateekvjoshi…
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Infinite Curiosity Pod with Prateek Joshi
1 Building an AI+Data Startup Studio | Tom Chavez, cofounder of super{set} 52:57
52:57 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי52:57
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיTom Chavez is the cofounder of super{set}, a startup studio that founds, funds, and builds data and AI startups. Prior to this, he was the CEO and co-founder of Krux, a martech platform acquired by Salesforce in 2016. Before Krux, he was the CEO and co-founder of Rapt, a provider of software for media monetization acquired by Microsoft in 2008. He went to Harvard for undergrad and Stanford for his PhD. Tom's favorite book: The Three Musketeers (Author: Alexandre Dumas) (00:01) Origin Story and Starting Superset (02:58) How Superset Evaluates Ideas and Risk (06:24) What Is a Venture Studio and How Superset Works (10:49) Underfunded Layers in AI Infrastructure (14:55) Orchestration Opportunities in LLM Workflows (15:49) The Future of Data Infra and ETL in the AI Era (20:46) Code Infra: Code Quality and AI-Generated Software (24:55) Model Infra, MLOps, and Why It’s Underwhelming (27:22) Cloud Economics and Gross Margins in AI Companies (32:15) Early Team Structure in AI Infra Startups (34:49) Full Stack vs Composable Infra in AI (37:52) Fragmentation vs Consolidation in AI Tooling (41:02) Where Moats Will Accumulate: Data In, AI, Data Out (45:10) Biggest Challenge in Building Superset (46:23) Rapid Fire Round -------- Where to find Tom Chavez: LinkedIn: https://www.linkedin.com/in/tommychavez/ -------- Where to find Prateek Joshi: Newsletter: https://prateekjoshi.substack.com Website: https://prateekj.com LinkedIn: https://www.linkedin.com/in/prateek-joshi-91047b19 X: https://x.com/prateekvjoshi…
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Infinite Curiosity Pod with Prateek Joshi
1 Decentralized Data Foundry for AI | Rowan Stone, CEO of Sapien 38:22
38:22 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי38:22
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיRowan Stone is the CEO of Sapien, a decentralized data foundry where AI models can access verified human expertise worldwide. They've raised raised a $10.5M round led by Variant. He's also the co-creator of Coinbase's layer 2 network called Base. Rowan's favorite book: Outlive (Author: Peter Attia) (00:01) Introduction (01:09) The Flaws in Centralized Data Models (04:10) Mechanism of Knowledge Transfer and Expert Incentives (07:08) Supply, Demand, and Market Dynamics for Training Data (10:22) Chain of Thought Reasoning and 3D/4D Data Use Cases (12:22) Building the MVP: What Worked and What Didn’t (15:17) Acquiring the First Five Customers (17:59) What They Got Right and What They’d Change (20:15) How to Scale from Early Customers: Advice to Founders (22:02) Data Infrastructure Opportunities in 2025 (25:57) Designing AI-Native Databases (28:04) Biggest Startup Challenge: Messaging and Clarity (30:22) Future of Data Collection Mechanisms (2 to 5 Years Out) (32:07) Autonomous Vehicles and Demand for 4D Data (35:33) Emerging AI Use Cases: Memory, Wearables, and Robotics (36:19) Rapid Fire Round -------- Where to find Rowan Stone: LinkedIn: https://www.linkedin.com/in/rowan-stone/ -------- Where to find Prateek Joshi: Newsletter: https://prateekjoshi.substack.com Website: https://prateekj.com LinkedIn: https://www.linkedin.com/in/prateek-joshi-91047b19 X: https://x.com/prateekvjoshi…
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Infinite Curiosity Pod with Prateek Joshi
1 Converting Cameras into Autonomous AI Agents | Rish Gupta, CEO of Spot AI 38:50
38:50 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי38:50
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיRish Gupta is the cofounder and CEO of Spot AI, a video AI platform for the physical world. They've raised $93M from amazing investors such as Scale, Bessemer, and Qualcomm Ventures. Rish's favorite book: Atlas Shrugged (Author: Ayn Rand) (00:01) Introduction (00:32) Video-AI basics: ingesting camera feeds across diverse networks (02:42) Edge-vs-cloud trade-offs for compute, storage, and bandwidth (05:40) Mapping the sector: hardware waves to cloud cameras to pure-software layer (07:43) Founding insight: why Spot AI attacked the video layer now (11:35) Bare-bones MVP: two-page dashboard that unified camera access (15:34) First-10-customer lessons & pruning the ideal customer profile (ICP) (18:54) Go-to-market experiments: ICP variants, pain points, and channels (23:00) Early-team blueprint: engineering-heavy, founders run sales (24:03) Hardware stance: free IP cameras to simplify one-vendor buying (26:01) Biggest tech hurdle: supporting thousands of camera brands & configs (27:00) Sales challenge: outbound fatigue forces novel GTM motions (28:55) Future vision: each camera becomes an autonomous AI agent with a "job" (30:25) Key AI unlock: massive context windows enabling flow-state reasoning (32:14) Rapid-fire round -------- Where to find Rish Gupta: LinkedIn: https://www.linkedin.com/in/profilerish/ -------- Where to find Prateek Joshi: Newsletter: https://prateekjoshi.substack.com Website: https://prateekj.com LinkedIn: https://www.linkedin.com/in/prateek-joshi-91047b19 X: https://x.com/prateekvjoshi…
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Infinite Curiosity Pod with Prateek Joshi
1 Are AI Phone Agents Ready for Prime Time? | Alex Levin, CEO of Regal 45:21
45:21 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי45:21
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיAlex Levin is the cofounder and CEO of Regal, a platform for AI phone agents. They've raised $82M from amazing investors such as Emergence Capital. Alex's favorite book: The PayPal Wars (Author: Eric M. Jackson) (00:01) Introduction (02:37) Evolution of customer contact tools and legacy players (06:02) Launching Regal: Origin story and early challenges (08:41) MVP strategy and problems worth solving (11:46) Lessons from 0 to 10 customers: Growth mistakes and hiring (16:13) Ideal early-stage team construction and hiring philosophy (19:06) Sequencing hires as company scales (20:58) What makes a good investor and how to leverage them (25:42) Best and worst experiments while building Regal (29:04) Internal use of AI at Regal across teams (31:49) The future of AI phone agents and near-term blockers (34:13) Rapid Fire Round -------- Where to find Alex Levin: LinkedIn: https://www.linkedin.com/in/alexlevin1/ -------- Where to find Prateek Joshi: Newsletter: https://prateekjoshi.substack.com Website: https://prateekj.com LinkedIn: https://www.linkedin.com/in/prateek-joshi-91047b19 X: https://x.com/prateekvjoshi…
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Infinite Curiosity Pod with Prateek Joshi
1 What it Takes to Build a BI Platform | Colin Zima, CEO of Omni 40:07
40:07 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי40:07
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיColin Zima is the cofounder and CEO of Omni, a data platform that combines the consistency of a shared data model with the speed and freedom of SQL. They recently raised their $69M Series B led by ICONIQ Growth. He was previously the Chief Analytics Officer at Looker. Colin's favorite book: Blink (Author: Malcolm Gladwell) (00:01) Introduction (01:10) What Is a Data Model and Why It Matters (03:27) Gaps in the Modern Data Stack (05:38) The Staying Power of SQL (07:29) Origin Story: Why Omni Was Created (10:13) Lessons from Building the MVP (12:48) Go-to-Market Insights: Zero to Ten Customers (16:02) Founder-Led Sales and Marketing Tactics (18:58) Company Building: Recruiting and Product Challenges (21:34) Product Positioning in a Crowded Market (23:26) Design Philosophy in Enterprise Software (28:21) Omni's Tech Stack and Development Strategy (28:57) Real-World Use of AI Inside the Company (31:01) Future of Data Tooling and Role of AI (33:49) Rapid Fire Round -------- Where to find Colin Zima: LinkedIn: https://www.linkedin.com/in/colinzima/ -------- Where to find Prateek Joshi: Newsletter: https://prateekjoshi.substack.com Website: https://prateekj.com LinkedIn: https://www.linkedin.com/in/prateek-joshi-infinite X: https://x.com/prateekvjoshi…
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Infinite Curiosity Pod with Prateek Joshi
1 Building Billing Infrastructure for AI Companies | Alvaro Morales, CEO of Orb 38:21
38:21 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי38:21
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיAlvaro Morales is the cofounder and CEO of Orb, a usage-based billing product for modern software companies. They've raised $44M to date from amazing investors such as Mayfield, Menlo Ventures, and Greylock. Alvaro's favorite book: Conversation in the Cathedral (Author: Mario Vargas Llosa) (00:01) Introduction (00:35) What is Usage-Based Billing? (02:27) Challenges in Metering Usage (04:14) Examples of Consumption-Based Products (05:49) Tools for Usage Metering and Billing (09:08) Founding Story and Validation of Orb (12:11) Building the MVP for a Billing System (14:48) Acquiring the First 10 Customers (18:33) Scaling Sales & Marketing After Initial Traction (21:09) Building the Team & Ideal Candidate Profile (23:26) Technology Stack Behind Orb (25:55) Real-Time Analytics vs Streaming for Billing (27:18) Other Key Components of Orb's Solution (28:38) Why Incumbents Haven’t Solved This Problem (31:09) How Orb Uses AI Internally (32:53) Most Exciting AI Advancements for the Future (34:30) Rapid Fire Round -------- Where to find Alvaro Morales: LinkedIn: https://www.linkedin.com/in/alvaro-morales/ -------- Where to find Prateek Joshi: Newsletter: https://prateekjoshi.substack.com Website: https://prateekj.com LinkedIn: https://www.linkedin.com/in/prateek-joshi-infinite X: https://x.com/prateekvjoshi…
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Infinite Curiosity Pod with Prateek Joshi
1 Turning Legal Services to APIs | Jay Madheswaran, CEO of Eve 41:02
41:02 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי41:02
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיJay Madheswaran is the cofounder and CEO of Eve, a legal AI platform for plaintiff law firms. They recently raised their $47M Series A from Andreessen Horowitz, Lightspeed, and Menlo Ventures. He was previously a partner at Lightspeed and the first engineer at Rubrik. Jay's favorite book: The Truth Detector (Author: Jack Schafer) (00:01) Introduction (00:44) Overview of Legal AI and Industry Impact (03:53) Daily Operations in Plaintiff Law Firms (05:49) Identifying and Launching Eve's MVP (08:58) Framework for Building an Effective MVP (12:02) Acquiring Early Customers (Zero to Ten) (14:20) Scaling Beyond Early Customers: Growth Strategies (16:08) Encouraging Word-of-Mouth and Inbound Growth (18:21) Product Development and Customer Feedback Loops (20:27) Eve's Technology Stack and Internal AI Usage (22:16) Team Structure and Leadership Development (24:20) Role and Impact of Designers in Early Startups (27:15) Future Trends in Legal AI: Consolidation vs. Specialization (30:29) Exciting AI Advancements Relevant to Eve (31:58) Rapid Fire Questions -------- Where to find Jay Madheswaran: LinkedIn: https://www.linkedin.com/in/jayanth1/ -------- Where to find Prateek Joshi: Newsletter: https://prateekjoshi.substack.com Website: https://prateekj.com LinkedIn: https://www.linkedin.com/in/prateek-joshi-91047b19 X: https://x.com/prateekvjoshi…
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Infinite Curiosity Pod with Prateek Joshi
1 Is LLM the New Operating System? | Anant Bhardwaj, CEO of Instabase 45:37
45:37 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי45:37
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיAnant Bhardwaj is the founder and CEO of Instabase, an AI-native unstructured data platform. They've raised $322M in funding to date from NEA, Andreessen Horowitz, Greylock, and Index Ventures. He did his masters from Stanford and PhD from MIT. Anant's favorite book: The Singularity Is Near (Author: Ray Kurzweil) (00:07) Defining Unstructured Data (01:18) The Growth of Unstructured Data and Its Challenges (02:05) Evolution of Tools for Analyzing Unstructured Data (04:25) How Large Language Models (LLMs) Changed Data Processing (05:27) Do We Still Need ETL in the LLM Era? (06:05) Structured Queries vs. Direct Unstructured Querying (08:22) Applying LLMs in Enterprise Settings (09:34) Ensuring Accuracy in AI-Driven Data Analysis (11:29) SQL vs. AI-Driven Queries in Business Use Cases (13:48) Retrieval-Augmented Generation (RAG) for Enterprise AI (15:02) The Founding of Instabase and Its Early Vision (19:03) Building the MVP of Instabase (22:52) First 10 Customers: Lessons from Early Sales (26:01) Scaling Customer Acquisition: Experiments and Failures (30:35) When to Hire a Sales Team: Key Lessons (33:52) AI Adoption at Instabase for Internal Productivity (37:48) The Technology Stack Behind Instabase (42:36) Transition from OS-Based Architecture to LLM-Based System (43:45) Rapid Fire Questions -------- Where to find Anant Bhardwaj: LinkedIn: https://www.linkedin.com/in/anantpb/ -------- Where to find Prateek Joshi: Newsletter: https://prateekjoshi.substack.com Website: https://prateekj.com LinkedIn: https://www.linkedin.com/in/prateek-joshi-91047b19 X: https://x.com/prateekvjoshi…
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Infinite Curiosity Pod with Prateek Joshi
1 Building AI Agents That Actually Work | Malte Kosub, CEO of Parloa 33:54
33:54 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי33:54
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיMalte Kosub is the cofounder and CEO of Parloa, an AI agent platform for customer service. They raised their $66M Series B led by Altimeter. Malte's favorite book: The Qualified Sales Leader (Author: John McMahon) (00:01) Introduction (00:26) Overview of AI in Customer Support (01:33) The Current Landscape of AI Agents (02:46) Enterprise Adoption of AI Agents (04:16) The Founding Story of Parloa (06:25) Deciding What Goes into V1 of a Product (07:56) Achieving 99.9999% Accuracy in AI Agents (09:29) How to Identify Customer Needs for AI Products (10:55) Scaling from Early Customers to the Next 10 (12:41) Growth Experiments: What Worked and What Didn’t (14:42) Current State of Parloa: Capabilities and Scale (16:36) Structuring Teams for AI-First Companies (18:49) Technology Stack and Internal AI Use Cases (21:29) How to Pitch an AI Product to Enterprises (23:32) Essential Tools Used Inside the Company (25:41) AI’s Role in Daily Life and Workflows (27:54) The Future of AI Agents in Customer Support (28:37) Can AI Agents Fully Replace Human Agents? (29:05) Exciting AI Advancements Impacting Parloa (30:06) Rapid Fire Round -------- Where to find Malte Kosub: LinkedIn: https://www.linkedin.com/in/maltekosub/ -------- Where to find Prateek Joshi: Newsletter: https://prateekjoshi.substack.com Website: https://prateekj.com LinkedIn: https://www.linkedin.com/in/prateek-joshi-infinite X: https://x.com/prateekvjoshi…
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Infinite Curiosity Pod with Prateek Joshi
1 3000 Customers, One Bold Pivot: Building the First Generative AI Copilot for Lawyers | Scott Stevenson, CEO of Spellbook 44:07
44:07 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי44:07
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיScott Stevenson is the cofounder and CEO of Spellbook. They launched the first generative AI copilot for lawyers. It's used by more than 3,000 law firms and are growing really fast. They most recently raised $20M Series A from investors such as Inovia, Bling, and Moxxie. Scott's favorite book: Zero to One (Author: Peter Thiel) (00:01) Introduction (00:06) The basics of legal AI and its applications (02:57) How lawyers use AI for contract review and drafting (03:22) Inspiration from GitHub Copilot and AI’s role in legal work (04:19) AI in litigation vs. transactional legal work (06:37) Why AI adoption in legal work accelerated (07:07) The launch story of Spellbook (07:45) Finding the right problem to solve in legal tech (10:11) How GitHub Copilot influenced Spellbook’s early direction (11:42) Spellbook’s first prototype and early traction (13:11) The moment Spellbook realized it had product-market fit (14:31) Measuring actual product usage and customer adoption (15:27) Early learnings from new customers (17:59) Growth experiments: what worked and what failed (20:48) Discovering unexpected customer segments (22:50) Company building philosophy and structuring Spellbook (26:18) Avoiding over-optimization for structure in startups (30:21) How to decide what to ship in a startup (32:21) Pattern-matching vs. narrative reasoning in product development (35:39) Lessons from AI contract review and LLM usage (36:14) Rapid-fire round…
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Infinite Curiosity Pod with Prateek Joshi
1 The Outer Loop of AI-Powered Coding | Merrill Lutsky, CEO of Graphite 41:26
41:26 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי41:26
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיMerrill Lutsky is the cofounder and CEO of Graphite, an AI-powered code reviewer that's used by tens of thousands of users. They are backed by amazing investors including Andreessen Horowitz. Merrill's favorite book: Never Split the Difference (Author: Chris Voss) (00:01) Introduction (00:06) Teaching AI to Understand Code (02:40) AI-Assisted Code Generation and Code Review (06:20) Current Landscape of AI-Assisted Code Review (09:04) Motivation Behind Launching Graphite (16:52) Landing the First Paying Users and Early Learnings (21:42) Growth Experiments: Wins and Misses (26:27) Current Scale of Graphite (29:12) Tech Stack Behind Graphite (33:12) Future of AI-Assisted Coding and Graphite’s Role (35:37) Rapid Fire Round -------- Where to find Merrill Lutsky: LinkedIn: https://www.linkedin.com/in/merrill-lutsky/ -------- Where to find Prateek Joshi: Newsletter: https://prateekjoshi.substack.com Website: https://prateekj.com LinkedIn: https://www.linkedin.com/in/prateek-joshi-91047b19 X: https://x.com/prateekvjoshi…
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Infinite Curiosity Pod with Prateek Joshi
1 Behind the Scenes of AI Video | Amit Jain, founder of Luma AI 48:19
48:19 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי48:19
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיAmit Jain is the cofounder and CEO of Luma AI, an AI platform to create realistic looking videos. They're backed by Andreessen Horowitz, Amazon, and AMD. He was previously at Apple where he worked on VisionPro. Amit's favorite book : Skunk Works (Authors: Ben R. Rich, Leo Janos) (00:01) Introduction (00:26) How Can AI Models Generate Realistic Videos (02:38) The Current Landscape of Video Generation (06:16) Teaching AI Models the Laws of Physics (09:47) Founding Luma: Deciding on the First Product Version (12:56) Validating Market Need & User Feedback (16:42) Key Learnings from Ray 1 Before Launching Ray 2 (21:24) Growth Hacks That Moved the Needle (24:27) From Zero Users to Today: The Growth Journey (27:53) Building a Community Around Luma (30:57) Luma’s Technology Stack & AI Infrastructure (36:42) Biggest Technical Challenges in Building Luma (39:24) The Future of Video Generation & AI's Role (41:54) Rapid Fire Round -------- Where to find Amit Jain: LinkedIn: https://www.linkedin.com/in/gravicle/ -------- Where to find Prateek Joshi: Newsletter: https://prateekjoshi.substack.com Website: https://prateekj.com LinkedIn: https://www.linkedin.com/in/prateek-joshi-91047b19 X: https://x.com/prateekvjoshi…
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Infinite Curiosity Pod with Prateek Joshi
1 Building an AI-Powered Terminal | Zach Lloyd 38:06
38:06 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי38:06
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיZach Lloyd is the cofounder and CEO of Warp, the intelligent terminal powered by AI. They recently raised their $50M Series B led by Sequoia Capital. He was previously the cofounder of SelfMade and the interim CTO of TIME. Zach's favorite book : The Death of Ivan Ilyich (Author: Leo Tolstoy) (00:01) Introduction (00:07) Basics of the Terminal: What It Does and Why Developers Use It (01:48) Foundation of Warp: Addressing Terminal Shortcomings (05:00) Initial Feature Set: Building Warp’s Early Product (07:19) Product Iteration and Retaining Early Users (10:15) AI Integration in Warp: Initial Use Cases and Evolution (14:00) Technical Challenges: Building Warp in Rust (16:25) Feature Prioritization: Balancing Feedback and Vision (18:26) Warp's Tech Stack: Languages, Frameworks, and Tools (22:22) Cross-Platform Development Challenges (23:07) Importance of Design: Competitive Advantage in Dev Tools (26:10) Hiring for Design in Early-Stage Startups (30:22) Warp’s Vision for the Next Five Years (32:15) Lessons from Scaling Warp: Advice to Younger Self (34:02) Rapid Fire Round -------- Where to find Zach Lloyd: LinkedIn: https://www.linkedin.com/in/zachlloyd/ -------- Where to find Prateek Joshi: Newsletter: https://prateekjoshi.substack.com Website: https://prateekj.com LinkedIn: https://www.linkedin.com/in/prateek-joshi-91047b19 Twitter: https://twitter.com/prateekvjoshi…
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Infinite Curiosity Pod with Prateek Joshi
1 When Robots Go Haywire, Who Picks Up The Tab? | Amias Gerety 48:54
48:54 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי48:54
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיAmias Gerety is a partner at QED Investors, a fintech-focused VC firm with $3.8 Billion under management. He was previously the Assistant Secretary at the US Department of Treasury. And he graduated from Harvard. Amias's favorite finance book: Lombard Street: A Description of the Money Market (Author: Walter Bagehot) (00:01) Introduction (00:46) Why Do Robots Need Insurance? (03:04) Challenges for Insurance Companies with Robot Liability (07:34) Risks of Autonomous Robots in Industrial vs. Domestic Settings (12:22) Cybersecurity and Hacking Risks in Robotics (15:41) Importance and Challenge of Historical Data in Robotics Insurance (18:52) Leveraging Telemetry Data for Risk Modeling (22:09) Creating a Functional Insurance Market for Robotics (26:42) Should Robots Be Independent Legal Entities? (28:34) Should Robots Buy Their Own Insurance? (32:30) Partnerships Between Insurers and Robotics Companies (37:11) Regulatory Framework for Robotics Insurance (38:57) Advice for Founders in Robotics Insurance (40:07) Rapid Fire Round -------- Where to find Amias Gerety: LinkedIn: https://www.linkedin.com/in/amias-gerety/ -------- Where to find Prateek Joshi: Newsletter: https://prateekjoshi.substack.com Website: https://prateekj.com LinkedIn: https://www.linkedin.com/in/prateek-joshi-91047b19 Twitter: https://twitter.com/prateekvjoshi…
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Infinite Curiosity Pod with Prateek Joshi
1 Building MotherDuck to a $400M Company 49:18
49:18 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי49:18
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיJordan Tigani is the cofounder and CEO of MotherDuck, a data warehouse platform based on open source database DuckDB. They've raised $100M in funding from amazing investors like Andreessen Horowitz, Felicis, Madrona, and Altimeter. He was previously the CPO at SingleStore and spent 11 years at Google before that. He has a degree in electrical engineering from Harvard. Jordan's favorite book : The Master and Margarita (Author: Mikhail Bulgakov) (00:01) Introduction (00:08) Founding of MotherDuck (01:12) The Philosophy of Shipping Products at MotherDuck (05:02) Founding Story and Identifying the Market Opportunity (10:57) Building the First Version and Overcoming Early Challenges (12:23) Validating Customer Needs and Asking the Right Questions (18:24) Deciding What Features to Prioritize and Exclude (21:30) Positioning a New Product in a Mature Market (27:36) Overcoming Challenges in Scaling MotherDuck (32:29) Measuring Success of New Features in Enterprise Products (36:20) Structuring the Organization for Effective Execution (41:09) Preparing MotherDuck for the AI Native Era (43:28) Rapid Fire Round -------- Where to find Jordan Tigani: LinkedIn: https://www.linkedin.com/in/jordantigani/ -------- Where to find Prateek Joshi: Newsletter: https://prateekjoshi.substack.com Website: https://prateekj.com LinkedIn: https://www.linkedin.com/in/prateek-joshi-91047b19 Twitter: https://twitter.com/prateekvjoshi…
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Infinite Curiosity Pod with Prateek Joshi
1 AI Agents Have Brains, But Where Are Their Wallets? 47:27
47:27 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי47:27
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיAmias Gerety is a partner at QED Investors, a fintech-focused VC firm with $3.8 Billion under management. He was previously the Assistant Secretary at the US Department of Treasury. And he graduated from Harvard. Amias's favorite book : The Origin of Species (Author: Charles Darwin) (00:01) Introduction and Setting the Stage (00:29) The Status Quo: AI Agents and Online Purchases (02:20) The Current Payment Infrastructure Explained (04:42) Automation Today: Auto-Complete and Recurring Payments (06:09) Why AI Agents Need Dedicated Financial Infrastructure (08:29) Historical Examples: Auctions, Bots, and Payment Systems (09:32) Identifying and Verifying AI Agents in Commerce (11:59) Risks of Agentic Commerce: Lessons from Knight Capital (14:47) Stripe’s Role in Agent Payments: SDKs and Gaps (19:46) Opportunities for Startups in Agentic Frameworks (22:49) Challenges: Disputes, Chargebacks, and Reversals (26:32) Regulation and Governance in Agentic Payments (28:24) Building Merchant Trust in AI Transactions (30:11) Needs of AI Developers: Reliability in Transactions (33:04) The Future of Agentic Commerce and Microtransactions (35:42) Building Consumer Trust in Agentic Systems (38:45) Broader AI Applications in Finance (40:13) Rapid Fire -------- Where to find Amias Gerety: LinkedIn: https://www.linkedin.com/in/amias-gerety/ -------- Where to find Prateek Joshi: Newsletter: https://prateekjoshi.substack.com Website: https://prateekj.com LinkedIn: https://www.linkedin.com/in/prateek-joshi-91047b19 Twitter: https://twitter.com/prateekvjoshi…
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Infinite Curiosity Pod with Prateek Joshi
Cody Coleman is the cofounder and CEO of Coactive AI, a multimodal AI platform to accelerate metadata generation. They recently raised their $30M Series B co-led by Cherryrock Capital and Emerson Collective along with participation from Greycroft, Andreessen Horowitz, and Bessemer Venture Partners. He has a masters degree from MIT and a PhD from Stanford. Cody's favorite books: - The Inner Game of Tennis (Author: W. Timonthy Gallwey) - Gettine More (Author: Stuart Diamond) (00:01) Introduction: Setting the Stage for Metadata (00:21) What is Metadata? Structure in Unstructured Data (01:37) Metadata in Real-World Visual Data Analysis (03:01) Automating Metadata Generation: Challenges and Approaches (06:57) Introduction to Multimodal AI: What and Why (11:25) Managing Trade-Offs in Multimodal AI Systems (13:31) Labeling Challenges in Multimodal Datasets (16:23) Characteristics of an Ideal Metadata Language (18:22) Linking Metadata Quality to Model Effectiveness (20:56) Measuring Efficiency of Metadata Extraction Engines (22:55) Role of Synthetic Data in Metadata and AI (25:30) Evolution of Data Labeling and Future of Metadata (27:27) Exciting Technological Advancements in AI (29:29) Rapid Fire Round -------- Where to find Prateek Joshi: Newsletter: https://prateekjoshi.substack.com Website: https://prateekj.com LinkedIn: https://www.linkedin.com/in/prateek-joshi-91047b19 Twitter: https://twitter.com/prateekvjoshi…
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Infinite Curiosity Pod with Prateek Joshi
1 Building Autonomous Greenhouses with AI and Robotics 37:45
37:45 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי37:45
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיGilwoo Lee is the founder and CEO of Zordi, a company that builds and operates autonomous greenhouses with mobile robots and AI. They raised $20M in their most recent funding round led by Khosla Ventures. She has degrees from MIT, CMU, and University of Washington. Gilwoo's favorite book : Masayoshi Son's 300-Year Plan (Author: Takashi Sugimoto) (00:01) Introduction (00:08) What is a Greenhouse? (01:08) Greenhouse Usage in Different Regions (02:45) Advantages and Challenges of Greenhouses (06:15) Crops Suitable for Greenhouses (08:23) Introduction to Autonomous Greenhouses (10:40) Technology Stack of Autonomous Greenhouses (12:17) Factors Affecting Crop Growth and Automation (14:00) Data Requirements for AI Models in Greenhouses (15:14) Upgrading Traditional Greenhouses to Autonomous (17:26) Tasks Managed by Robots in Greenhouses (18:45) Engineering Challenges in Robotics for Greenhouses (20:16) Future of Robotics in Greenhouses (21:39) Robotics Supply Chain and Standardization (23:23) Verticalized vs. General-Purpose Robots (27:16) Robotics Foundation Models (29:52) Economics of Autonomous Greenhouses (33:16) Future of Autonomous Farming (34:01) Rapid Fire Round -------- Where to find Prateek Joshi: Newsletter: https://prateekjoshi.substack.com Website: https://prateekj.com LinkedIn: https://www.linkedin.com/in/prateek-joshi-91047b19 Twitter: https://twitter.com/prateekvjoshi…
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Infinite Curiosity Pod with Prateek Joshi
1 Developing Battery Materials with AI 33:27
33:27 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי33:27
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיVivas Kumar is the cofounder and CEO of Mitra Chem, the first lithium-ion battery materials product company focused on shortening the lab-to-production timeline by over 90%. They recently raised more than $80M in funding from Social Capital, General Motors, Alpha Wave Ventures, and others. Vivas's favorite book : Long Walk to Freedom: The Autobiography of Nelson Mandela (Author: Nelson Mandela) (00:01) Introduction (02:25) How Lithium-Ion Batteries Work (04:56) Evolution of Battery Materials (06:46) Development of Lithium-Ion Battery Technology (08:10) Optimizing Battery Properties: Cost, Energy Density, and Cycle Life (10:52) Supply Chain of Battery Materials (13:16) From Lab to Production: Key Bottlenecks (15:26) Using AI to Accelerate Synthesis Design (18:18) Battery Cell Qualification: Process and Importance (20:13) Managing Risk in AI-Driven Battery Experiments (21:20) Data Generation for AI-Driven Battery Development (22:52) Challenges in Manufacturing Large-Scale Batteries (25:02) Current Limitations in Battery Materials Development (26:39) Next-Generation Battery Materials in the Pipeline (27:50) Advancements in Battery Technology Beyond Materials (29:52) Advice for New Founders in the Battery Industry (31:42) Rapid Fire Round -------- Where to find Prateek Joshi: Newsletter: https://prateekjoshi.substack.com Website: https://prateekj.com LinkedIn: https://www.linkedin.com/in/prateek-joshi-91047b19 Twitter: https://twitter.com/prateekvjoshi…
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Infinite Curiosity Pod with Prateek Joshi
1 Voice-to-Voice Foundation Models 39:08
39:08 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי39:08
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיAlan Cowen is the cofounder and CEO of Hume, a company building voice-to-voice foundation models. They recently raised their $50M Series B from Union Square Ventures, Nat Friedman, Daniel Gross, and others. Alan's favorite book : 1984 (Author: George Orwell) (00:01) Introduction (00:06) Defining Voice-to-Voice Foundation Models (01:26) Historical Context: Handling Voice and Speech Understanding (03:54) Emotion Detection in Voice AI Models (04:33) Training Models to Recognize Human Emotion in Speech (07:19) Cultural Variations in Emotional Expressions (09:00) Semantic Space Theory in Emotion Recognition (12:11) Limitations of Basic Emotion Categories (15:50) Recognizing Blended Emotional States (20:15) Objectivity in Emotion Science (24:37) Practical Aspects of Deploying Voice AI Systems (28:17) Real-Time System Constraints and Latency (31:30) Advancements in Voice AI Models (32:54) Rapid-Fire Round -------- Where to find Prateek Joshi: Newsletter: https://prateekjoshi.substack.com Website: https://prateekj.com LinkedIn: https://www.linkedin.com/in/prateek-joshi-91047b19 Twitter: https://twitter.com/prateekvjoshi…
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Infinite Curiosity Pod with Prateek Joshi
1 Digital Replicas That Can Have Real Conversations 37:40
37:40 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי37:40
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיHassaan Raza is the cofounder and CEO of Tavus, a video API platform for digital twins. They've raised more than $28M in funding from investors such as Sequoia and Scale VP. Hassaan's favorite book: Go Like Hell (Author: A. J. Baime) (00:01) Introduction (00:38) Overview of AI in video generation (01:44) AI models used in video generation (03:35) Capturing intricate facial movements in real-time (06:46) Data capture and 3D modeling from basic video input (09:01) Explanation of neural radiance fields and Gaussian splatting (10:14) Capturing facial expressions for video generation (15:22) Temporal coherence in video generation (18:05) Challenges in conversational video, including lip-syncing and emotion alignment (20:38) Inference challenges in conversational video (22:47) Bottlenecks in the pipeline: LLMs and time-to-first-token (26:58) Multimodal models and trade-offs (27:36) Advice for founders running API businesses (30:04) Pitfalls to avoid in API businesses (32:15) Technological breakthroughs in AI (34:10) Rapid-fire round -------- Where to find Prateek Joshi: Newsletter: https://prateekjoshi.substack.com Website: https://prateekj.com LinkedIn: https://www.linkedin.com/in/prateek-joshi-91047b19 Twitter: https://twitter.com/prateekvjoshi…
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Infinite Curiosity Pod with Prateek Joshi
Alex Gallego is the founder and CEO of Redpanda, a streaming data platform built for data-intensive applications. They've raised more than $165M in funding from investors such as Lightspeed, GV, and Haystack. He was previously the cofounder and CTO of Concord Systems. (00:01) Introduction (00:07) Defining Streaming Data (04:14) Evolution of Streaming Data Systems Over the Last 10 Years (09:10) Introduction to Sovereign AI (14:14) How Sovereign AI Works in Practice (19:51) Infrastructure Needed for Sovereign AI (23:48) Sensitive Workloads in Enterprise AI (28:01) Foundation Models and Streaming Data (32:41) Breakthroughs in AI Related to Streaming Data (34:39) Rapid Fire Round -------- Where to find Alex Gallego: LinkedIn: https://www.linkedin.com/in/alexandergallego -------- Where to find Prateek Joshi: Newsletter: https://prateekjoshi.substack.com Website: https://prateekj.com LinkedIn: https://www.linkedin.com/in/prateek-joshi-91047b19 Twitter: https://twitter.com/prateekvjoshi…
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Infinite Curiosity Pod with Prateek Joshi
Will Lu is the cofounder and CTO of Orby AI, an AI platform to automate people's repetitive tasks. He was previously the Head of Engineering at Google and a Systems Software Engineer at Nvidia. Will's favorite book : Beyond Enterpreneurship (Authors: Jim Collins and William Lazier) (00:01) Introduction (00:07) History of RPA (01:04) Building Blocks of RPA (02:34) Drawbacks of Traditional RPA (05:06) Introduction to AI-Native RPA (06:38) Advantages of AI-Native RPA (08:14) Defining Generative Process Automation (GPA) (10:15) Explanation of Large Action Models (11:47) Role of AI Agents in Process Automation (13:11) Data for Building Large Action Models (14:44) Benchmarking Large Action Models (15:53) Risk Mitigation in AI-Native RPA (17:44) Changing Roles in the RPA Industry (19:14) Adoption of Agent Technologies (21:03) ROI Measurement in AI-Native RPA (23:05) Explainability in AI Systems (24:25) Fast Adoption Teams in Enterprises (25:15) Handling Unstructured Data (26:12) Digital Organizations and Future Automation (27:09) Exciting AI Breakthroughs (28:03) Rapid Fire Round -------- Where to find Prateek Joshi: Newsletter: https://prateekjoshi.substack.com Website: https://prateekj.com LinkedIn: https://www.linkedin.com/in/prateek-joshi-91047b19 Twitter: https://twitter.com/prateekvjoshi…
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Infinite Curiosity Pod with Prateek Joshi
Tim Tully is a partner at Menlo Ventures, a VC firm that has invested in companies like Uber, Anthropic, Pinecone, Benchling, Chime, Carta, Recursion, and more. He was previously the CTO of Splunk, a publicly traded company that was acquired by Cisco for $28 billion. Prior to that, he was the VP of Engineering at Yahoo for 14 years. Tim's favorite book : Infinite Jest (Author: David Foster Wallace) (00:01) Introduction (00:07) Evolution of Databases (03:17) Enduring Business Models in Data Management (04:41) Challenges and Trade-offs in Database Choices (06:20) Modern Database Architecture (09:06) Separation of Storage and Compute (10:35) Role of Indexing in LLM Applications (13:20) Handling Different Types of Data in Databases (14:50) Distributed Databases Explained (16:20) Real-time Data Handling and Requirements (18:53) Architecting Data Infrastructure for AI (21:29) ETL in Modern Data Infrastructure (24:53) AI's Role in Database Optimization (27:17) Network Architecture (30:13) Hardware Improvements and Database Performance (33:35) Technological Breakthroughs and Investment Opportunities (35:11) Rapid Fire Round -------- Where to find Prateek Joshi: Newsletter: https://prateekjoshi.substack.com Website: https://prateekj.com LinkedIn: https://www.linkedin.com/in/prateek-joshi-91047b19 Twitter: https://twitter.com/prateekvjoshi…
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Infinite Curiosity Pod with Prateek Joshi
1 Breaking New Ground With Collaborative Robots 49:22
49:22 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי49:22
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיBrad Porter is the founder and CEO of Collaborative Robotics, where they are building robots that will seamlessly blend into our surroundings. They've raised funding from Sequoia Capital, Khosla Ventures, General Catalyst, and Lux Capital. He was previously the CTO of Scale AI. Prior to that, he was the VP of Robotics at Amazon. He has a bachelors and masters degree from MIT. Brad's favorite book : Mike Mulligan and His Steam Shovel (Author: Virginia Lee Burton) (00:00) Introduction (02:11) Collaborative Robots Explained (05:17) Building Blocks in Robotics (11:01) Architecture of a Cobot (14:12) Safety in Industrial Settings (18:08) Sensors in Cobots (20:20) Power Consumption and Optimization (23:31) Zonal Compute Architecture (26:34) AI Models for Task Planning (30:32) Reasoning and Human Interaction (35:00) Simulation to Real-World Deployment (38:49) Multi-Robot Coordination (41:57) Technological Breakthroughs in Robotics (45:29) Rapid Fire Round -------- Where to find Prateek Joshi: Newsletter: https://prateekjoshi.substack.com Website: https://prateekj.com LinkedIn: https://www.linkedin.com/in/prateek-joshi-91047b19 Twitter: https://twitter.com/prateekvjoshi…
I
Infinite Curiosity Pod with Prateek Joshi
Mehul Nariyawala is the cofounder of Matic where they are building the world's most advanced floor cleaning robots. He was previously the cofounder of Flutter, which was acquired by Google. During his career, he has held roles at Google, Like.com, and Salesforce. Mehul's favorite books: - The Martian (Author: Andy Weir) - Lyndon Johnson series (Author: Robert Caro) - Shoe Dog (Author: Phil Knight) - The Making of the Atomic Bomb (Author: Richard Rhodes) (00:00) Introduction and Core Technologies (01:26) The Evolution of Floor Cleaning Robots (09:42) Constantly Updating Maps for Optimal Cleaning (12:53) Differentiating Between Known and Unknown Objects (16:03) On-Device Processing for Privacy and Energy Efficiency (22:31) Data Collection and Privacy in Home Robotics (24:32) Reducing Noise in Home Robots (30:04) The Importance of Simplicity in AI Products (32:17) Overlooked Trends in Robotics: The Rise of Rust (40:51) Challenges and Opportunities in the Commoditization of Consumer AI -------- Where to find Prateek Joshi: Newsletter: https://prateekjoshi.substack.com Website: https://prateekj.com LinkedIn: https://www.linkedin.com/in/prateek-joshi-91047b19 Twitter: https://twitter.com/prateekvjoshi…
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Infinite Curiosity Pod with Prateek Joshi
1 How to extract intelligence from speech data with AI 44:56
44:56 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי44:56
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיKrish Ramineni is the cofounder and CEO of Fireflies, an AI meeting assistant that takes notes, transcribes, and analyzes all your meetings. It's used across 300,000 organizations around the world with 70% of the Fortune 500 companies using it. He was previously the cofounder of Rumblii and was at Microsoft working on customer voice analytics. Krish's favorite book : Genghis Khan and the Making of the Modern World (Author: Jack Weatherford) (00:04) Introduction (00:11) State of Play in Voice AI Today (01:26) User Perception Shift in Voice AI (01:59) Evolution of Speech to Text Technology (04:05) Extracting Intelligence from Audio Files (07:22) Impact of New Technology on Semantic Parsing (12:46) Modern Capabilities and Gaps in Intent Recognition (17:23) Advances in Speech Generation and Processing (20:58) Role of Reinforcement Learning in Voice AI (24:05) Handling Low Resource Languages with Transfer Learning (28:32) Lessons from Building and Shipping Voice AI Products (35:10) Rapid Fire Round -------- Where to find Prateek Joshi: Newsletter: https://prateekjoshi.substack.com Website: https://prateekj.com LinkedIn: https://www.linkedin.com/in/prateek-joshi-91047b19 Twitter: https://twitter.com/prateekvjoshi…
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Infinite Curiosity Pod with Prateek Joshi
Surge Biswas is the cofounder and CEO of Nabla Bio, an AI platform to enable precise drug design and high-throughput measurement of drug properties. They recently raised $26M Series A led by Radical Ventures. He has a PhD in Bioinformatics and Integrative Genomics from Harvard University. Surge's favorite book : Permutation City (Author: Greg Egan) (00:01) Introduction (00:07) Generative AI in Drug Design (01:19) Traditional vs. AI-driven Drug Discovery (03:42) Designing Antibodies (05:06) Therapeutic Antibodies Design Process (07:39) Data Sets for AI in Drug Discovery (10:48) High Throughput Measurement in Drug Discovery (13:14) Setting Up High Throughput Screening Assays (18:46) Multiplexed Screens in Drug Discovery (21:55) Protein Characterization Techniques (24:33) Protein-Protein Interactions (28:12) AI in Protein Characterization (30:55) Technological Breakthroughs in AI and Bio (32:36) Rapid Fire Round (36:27) Conclusion -------- Where to find Prateek Joshi: Newsletter: https://prateekjoshi.substack.com Website: https://prateekj.com LinkedIn: https://www.linkedin.com/in/prateek-joshi-91047b19 Twitter: https://twitter.com/prateekvjoshi…
I
Infinite Curiosity Pod with Prateek Joshi
1 The Long Tail of AI: Understanding and Resolving Edge Cases 37:53
37:53 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי37:53
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיMichael Kohen is the founder and CEO of SparkAI, a platform that delivers real-time resolutions to longtail AI exceptions in production. SparkAI was acquired by John Deere. He was previously the cofounder of Wonder. He has also held roles at Zoox and Hero. And he got his bachelors degree from Harvard University. Michael's favorite book : Star Maker (Author: Olaf Stapledon) (00:00) Introduction and Definition of AI Edge Cases (02:24) Examples of Edge Cases in Everyday Life (03:09) Importance of Edge Cases in Various Industries (04:09) Challenges in Resolving Edge Cases (08:53) The Potential of Reinforcement Learning in Addressing Edge Cases (10:48) Continuous Updating and Retraining of AI Models (29:28) Lessons Learned in Handling Edge Cases (31:39) Exciting AI Breakthroughs in Hardware Development (36:18) Advice for Founders: Focus on Creating Value for Customers -------- Where to find Prateek Joshi: Newsletter: https://prateekjoshi.substack.com Website: https://prateekj.com LinkedIn: https://www.linkedin.com/in/prateek-joshi-91047b19 Twitter: https://twitter.com/prateekvjoshi…
I
Infinite Curiosity Pod with Prateek Joshi
1 How Symbolic AI is Transforming Critical Infrastructure 38:08
38:08 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי38:08
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיEric Daimler is the cofounder and CEO of Conexus AI, a data management platform that provides composable and machine-verifiable data integration. He was previously an assistant dean and assistant professor at Carnegie Mellon University. He was the founding partner of Hg Analytics and managing director at Skilled Science. He was also the White House Presidential Innovation Fellow for Machine Intelligence and Robotics. Eric's favorite book : ReCulturing (Author: Melissa Daimler) (00:00) Understanding Symbolic AI (02:42) Symbolic AI mirrors biological intelligence (06:01) Category Theory (08:42) Comparing Symbolic AI and Probabilistic AI (11:22) Symbolic Generative AI (14:19) Implementing Symbolic AI (18:25) Symbolic Reasoning (21:24) Explainability (24:39) Neuro Symbolic AI (26:41) The Future of Symbolic AI (30:43) Rapid Fire Round -------- Where to find Prateek Joshi: Newsletter: https://prateekjoshi.substack.com Website: https://prateekj.com LinkedIn: https://www.linkedin.com/in/prateek-joshi-91047b19 Twitter: https://twitter.com/prateekvjoshi…
I
Infinite Curiosity Pod with Prateek Joshi
1 AI Disruption: Startups vs Incumbents in the Tech Stack 46:57
46:57 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי46:57
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיEdward Suh is the founder and managing partner of Alpine Ventures, an early stage venture capital fund. He was previously at Goodwater Capital and Redpoint Ventures. He has bachelors and masters degree from Stanford specializing in AI. Edward's favorite book : Poor Charlie's Almanack (Author: Charlie Munger) (00:00) Introduction and Investing Framework (06:02) Cold Emailing and Honest Feedback (13:23) Biases and Opportunities in the VC Ecosystem (20:47) Disruption and Ownership in the AI Tech Stack (24:15) Robotic Process Automation and AI Agents (26:08) Consumer AI Opportunities (30:00) Unlocking Opportunities in EdTech (33:11) Technological Breakthroughs in AI (35:04) Rapid Fire Round -------- Where to find Prateek Joshi: Newsletter: https://prateekjoshi.substack.com Website: https://prateekj.com LinkedIn: https://www.linkedin.com/in/prateek-joshi-91047b19 Twitter: https://twitter.com/prateekvjoshi…
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Infinite Curiosity Pod with Prateek Joshi
1 Unpacking AI Startups: Metrics, Playbooks, and the Future 33:09
33:09 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי33:09
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיJulia Klein is a partner at March Capital, a growth-stage VC firm. Prior to this, she was the cofounder and CEO of CareerPeer. She has an MBA from Harvard. Julia's favorite books: - Brandon Sanderson's books - The Nightingale (Author: Kristin Hannah) - Crime and Punishment (Author: Fyodor Dostoevsky) - The Will of the Many (Author: James Islington) (00:00) Introduction (00:07) What Sets an AI Startup Apart (05:14) The Rise of Generative AI (08:00) AI and Digital Biology (08:38) Opportunities in Computer Vision (12:02) The Potential of Synthetic Data (13:55) Metrics and Challenges for AI Startups (19:27) Important Metrics for Growth Stage AI Startups (25:12) Exciting Technological Breakthroughs in AI (27:41) Future Opportunities for AI Founders (29:28) Rapid Fire Round -------- Where to find Prateek Joshi: Newsletter: https://prateekjoshi.substack.com Website: https://prateekj.com LinkedIn: https://www.linkedin.com/in/prateek-joshi-91047b19 Twitter: https://twitter.com/prateekvjoshi…
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Infinite Curiosity Pod with Prateek Joshi
Anand Kannappan is the cofounder and CEO of Patronus AI, an automated AI evaluation and security company. They have raised funding from Lightspeed Venture Partners, Replit CEO Amjad Masad, Gokul Rajaram, and Fortune 500 executives. He was previously at Meta and Vertis. He was also the cofounder of Kyber Technologies, which was a service to systematically predict market events using AI and remote sensing data. It evolved into a futures quant hedge fund managing $15M for partners. Anand's favorite book : Harry Potter series (Author: JK Rowling) (00:00) Introduction and Common Failure Modes of Large Language Models (03:02) Challenges of Automated Evaluation in AI Models (06:08) The Importance of Fine-Tuning and Retrieval Augmented Generation (09:02) Addressing Copyright Detection in Language Models (11:51) The Liability of Companies Using AI Models (15:02) Advancements in Multimodal Models and State Space Models (20:48) The Role of Fine-Tuning in the Evolution of Language Models (23:51) The Significance of Adversarial Testing in AI (25:56) The Role of Retrieval Augmented Generation in AI (28:05) The Need for Continuous Function Optimization in Prompting (29:02) Rapid Fire Round -------- Where to find Prateek Joshi: Newsletter: https://prateekjoshi.substack.com Website: https://prateekj.com LinkedIn: https://www.linkedin.com/in/prateek-joshi-91047b19 Twitter: https://twitter.com/prateekvjoshi…
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Infinite Curiosity Pod with Prateek Joshi
Camilo Acosta is a GP at Perceptive VC, a pre-seed and seed stage venture firm investing in AI-first companies across the US and Latin America. He was previously a product lead at Meta. Prior to that, he was the cofounder and CEO of Pay By Group. Camilo's favorite book : The Power Law (Author: Sebastian Mallaby) (00:00) Introduction (00:29) Key Factors for AI Startup Success (01:23) Disruptive Opportunities for Startups in the AI Tech Stack (03:15) Challenges and Opportunities in AI Hardware (04:15) Assessing Ambitious Hardware Opportunities (05:23) Promising Trends in Verticalized AI Applications (06:21) Impactful AI Applications in Healthcare and Education (08:11) Modes and Building an Edge in AI Startups (09:10) The Importance of Truth Seeking and Paranoia in Founders (11:13) Overlooked Opportunities in AI, Particularly Computer Vision (13:26) Traits of Successful AI Startup Founders (15:46) Balancing Coachability and Self-Reliance in Founders (20:43) Personalized Compute Devices and the Future of Hardware (22:34) Infusing AI into Venture and Private Equity Workflows (25:34) Exciting Breakthroughs and Seed Fundable Opportunities in AI (27:44) The Future of AI Investing and the Role of Founders (29:48) Rapid Fire Round -------- Where to find Prateek Joshi: Newsletter: https://prateekjoshi.substack.com Website: https://prateekj.com LinkedIn: https://www.linkedin.com/in/prateek-joshi-91047b19 Twitter: https://twitter.com/prateekvjoshi…
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Infinite Curiosity Pod with Prateek Joshi
1 AI's Role In Physics, Chemistry, and Beyond 39:27
39:27 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי39:27
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיAnima Anandkumar is a Bren Professor at Caltech. Her work developing novel AI algorithms enables and accelerates scientific applications of AI, including scientific simulations, weather forecasting, autonomous drone flights, and drug design. She has received best paper awards at venues such as NeurIPS and the ACM Gordon Bell Special Prize for HPC-Based COVID-19 Research. She holds degrees from the IIT Madras and Cornell University. She has conducted postdoctoral research at MIT. She was previously principal scientist at Amazon Web Services and senior director at Nvidia. Anima's favorite book : Hyperspace (Author: Michio Kaku) (00:00) Introduction (00:10) The Impact of AI on Science (02:25) AI Disrupting Physics (03:02) Challenges in Fluid Dynamics (06:21) Achieving Orders of Magnitude Speedup (10:43) AI Discovering New Laws of Physics (11:45) Complexity of Fluid Dynamics (15:54) Simulating Physical Phenomena with AI (22:23) AI for Drones in Strong Winds (25:16) Optimizing Experiments with AI (28:19) AI in Quantum Chemistry (32:38) Technological Breakthroughs in AI (33:23) Rapid Fire Round -------- Where to find Prateek Joshi: Newsletter: https://prateekjoshi.substack.com Website: https://prateekj.com LinkedIn: https://www.linkedin.com/in/prateek-joshi-91047b19 Twitter: https://twitter.com/prateekvjoshi…
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Infinite Curiosity Pod with Prateek Joshi
Varun Mohan is the cofounder and CEO of Codeium, an AI code generation tool used by hundreds of thousands of developers. They recently announced their $65M Series B led by Kleiner Perkins with participation from Greenoaks and General Catalyst. He was previously at Nuro. He has a bachelors and masters degree from MIT. Varun's favorite book : The Idea Factory (Author: Jon Gertner) (00:00) Introduction and State of Play (03:03) What Generative AI Can Do Well (06:10) Introduction to Codeium (08:53) Handling Different Programming Languages (11:26) Model Architectures and Optimization (13:27) Interpreting and Trusting AI Decisions (18:33) Security and Privacy Considerations (20:07) Impact on Software Quality and Developers (21:50) Potential Obsolescence of Programming Languages (23:39) Handling Edge Cases (26:07) The Biggest Impact of Generative AI for Coding (28:27) Technological Breakthroughs in Generative AI (29:30) Rapid Fire Round -------- Where to find Prateek Joshi: Newsletter: https://prateekjoshi.substack.com Website: https://prateekj.com LinkedIn: https://www.linkedin.com/in/prateek-joshi-91047b19 Twitter: https://twitter.com/prateekvjoshi…
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Infinite Curiosity Pod with Prateek Joshi
Rajat Bhageria is the founder and CEO of Chef Robotics, where they are building robots that can do the work of assembly line cooks in commercial kitchens. He's also the cofounder and managing partner of Prototype Capital, a pre-seed VC fund. He was previously the cofounder and CEO of ThirdEye, which got acquired in 2017. He has been a writer for Forbes, TechCrunch, and Huffington Post. Rajat's favorite book : Steve Jobs (Author: Walter Isaacson) (00:00) Fundamentals of Robotics and AI (01:44) Sensors in the Kitchen (03:18) Motion Control in the Kitchen (07:15) Introduction to Chef Robotics (10:15) Designing Robotic Grippers for the Kitchen (14:01) Computer Vision in the Kitchen (24:31) The Power of Marrying Software and Hardware (28:00) Energy Consumption in Robotics (32:18) User Experience in Robotics (36:32) Technological Breakthroughs and Future of Robotics (41:28) Rapid Fire Round -------- Where to find Prateek Joshi: Newsletter: https://prateekjoshi.substack.com Website: https://prateekj.com LinkedIn: https://www.linkedin.com/in/prateek-joshi-91047b19 Twitter: https://twitter.com/prateekvjoshi…
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Infinite Curiosity Pod with Prateek Joshi
1 Discovering New Materials With AI 39:35
39:35 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי39:35
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיJonathan Godwin is the cofounder and CEO of Orbital Materials, where they're using Generative AI to develop a pipeline of new materials for carbon removal and energy transition. He was previously a Senior Research Engineer at Google DeepMind. Jonathan's favorite book : The Making of the Atomic Bomb (Author: Richard Rhodes) (00:07) The Process of Discovering New Materials (04:20) Building the Foundation Model (06:42) The Impact of Google's GNoME Project (08:49) Adding Materials to the Pipeline (11:08) Computational Screening and AI (13:43) Material Structures and Properties (18:41) Material Formation and Degradation (20:47) Materials for Carbon Removal and Energy Transition (23:44) Ensuring Material Safety (27:13) Exciting New Materials (28:07) Breakthroughs in Material Science (30:09) The Future of AI in Materials Discovery (34:07) Rapid Fire Round -------- Where to find Prateek Joshi: Newsletter: https://prateekjoshi.substack.com Website: https://prateekj.com LinkedIn: https://www.linkedin.com/in/prateek-joshi-91047b19 Twitter: https://twitter.com/prateekvjoshi…
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Infinite Curiosity Pod with Prateek Joshi
1 Designing Printed Circuit Boards With AI 39:26
39:26 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי39:26
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיSergiy Nesterenko is the cofounder and CEO of Quilter, an AI platform to automate circuit board layout. He was previously at SpaceX for 5 years and he has a degree from UC Berkeley. They just announced their $10M Series A round led by Benchmark, one of Silicon Valley's most storied VC firms. (00:07) What is a PCB and its role in electronic devices (01:30) Examples of PCBs in everyday life (04:47) Manual components of the PCB design process (06:26) Introduction to Quilter and its automation of PCB layout (07:46) What can be automated in PCB layout design (08:44) Challenges in PCB layout design (10:12) The role of AI in automating PCB layout design (12:25) Criteria for PCB design and material selection (14:38) Thermal management in PCB design (15:05) Ensuring signal integrity in PCB design (19:44) The use of AI in PCB design (20:08) The future of AI in PCB design (22:07) The importance of material selection in PCB design (23:32) The importance of thermal management in PCB design (24:11) Ensuring signal integrity in densely packed PCBs (26:59) The potential impact of AI on the PCB design process (28:47) The importance of aesthetics in PCB design (29:14) The potential obsolescence of human designers in PCB design (30:26) Exciting innovations in PCB design (34:42) The need for systematic access to PCB design information (36:30) Rapid Fire Round Sergiy's favorite book: The Lord of the Rings trilogy (Author: J. R. R. Tolkien) -------- Where to find Prateek Joshi: Newsletter: https://prateekjoshi.substack.com Website: https://prateekj.com LinkedIn: https://www.linkedin.com/in/prateek-joshi-91047b19 Twitter: https://twitter.com/prateekvjoshi…
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Infinite Curiosity Pod with Prateek Joshi
Ari Morcos is the cofounder and CEO of Datology, an automated data curation platform. He was previously an AI research scientist at Meta and DeepMind. He has a PhD in neuroscience from Harvard. (00:07) Data Curation and its Importance (03:29) Assessing Data Quality (06:50) Challenges in Data Curation (13:27) Types of Data to Remove (19:33) Relationship Between Data Size and Model Size (23:22) Choosing the Optimal Subset of Data (26:23) The Future of Data Curation (31:29) Impact on Data Management Service Providers (36:19) Rapid Fire Round Ari's favorite books: - The Making of the Atomic Bomb (Author: Richard Rhodes) - The Cosmere Series (Author: Brandon Sanderson) -------- Where to find Prateek Joshi: Newsletter: https://prateekjoshi.substack.com Website: https://prateekj.com LinkedIn: https://www.linkedin.com/in/prateek-joshi-91047b19 Twitter: https://twitter.com/prateekvjoshi…
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Infinite Curiosity Pod with Prateek Joshi
1 Modifying Speech Accents In Real Time With AI 34:34
34:34 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי34:34
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיOfer Ronen is the CEO of Tomato.ai, an AI platform to soften speech accents of people as they speak. He was previously at Google where he built Contact Center AI products. Prior to this, he was the cofounder and CEO of Pulse.io and Sendori. (00:26) Accent Modification in Real Time (02:21) Training Data for AI Models (04:14) Overview of Tomato AI (05:36) Challenges in Modifying Speech Accents (07:17) Role of Phonetics and Linguistics (08:19) Handling Intonation and Subtleties in Different Languages (09:36) Advances in AI for Speech Modification (11:21) Addressing Societal Bias and Ethical Considerations (13:08) Expanding Accent Modification to Different Accents (14:20) Deployment on Mobile Devices and Computational Requirements (16:02) Disclosure Policy for Accent Modification (17:59) Future Applications of Speech Modification (19:48) Ripe Areas for Innovation in Contact Center AI (22:28) Impact of Generative AI on Speech Modification (24:53) Demonstrating Success in Contact Center AI (27:06) Future of AI and Speech Modification (28:37) Rapid Fire Round Ofer's favorite book : Life 3.0 (Author: Max Tegmark) -------- Where to find Prateek Joshi: Newsletter: https://prateekjoshi.substack.com Website: https://prateekj.com LinkedIn: https://www.linkedin.com/in/prateek-joshi-91047b19 Twitter: https://twitter.com/prateekvjoshi…
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Infinite Curiosity Pod with Prateek Joshi
Itamar Arel is the CEO of Tenyx, where they are building intelligent voice AI agents. He was previously the founder of Apprente and Binatix. He was previously a visiting associate professor at Stanford. (00:22) State of Play in Voice AI (02:21) Modern Voice Agents (04:01) Building Voice AI Models (05:48) The Role of Developers (08:28) Introduction to Tenyx (09:52) Innovative Use Cases of Voice AI (15:20) Challenges in Voice AI (19:18) Scaling Voice AI Across Languages (21:45) Combating Misinformation in Voice AI (24:17) Voice AI and Human Creativity (26:49) Sensitive Use Cases of Voice AI (28:48) Voice AI in the Military (30:32) AI-Generated Voice and Disclosure (32:28) Future of Voice AI (34:04) Rapid Fire Round Itamar's favorite book: Consciousness and the Brain (Author: Stanislas Dehaene) -------- Where to find Prateek Joshi: Newsletter: https://prateekjoshi.substack.com Website: https://prateekj.com LinkedIn: https://www.linkedin.com/in/prateek-joshi-91047b19 Twitter: https://twitter.com/prateekvjoshi…
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Infinite Curiosity Pod with Prateek Joshi
1 MANG VC "Round Trip" Phenomenon in AI 40:38
40:38 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי40:38
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיApoorv Agrawal is a partner at Altimeter, a tech-focused crossover firm with investments in iconic companies such as Snowflake, Twilio, UiPath, Uber, Okta, Roblox, HubSpot, GitLab, and more. He focuses on software and AI investments. He was previously an investor at Softbank and Steadview. Prior to this, he was building AI software at Rocket Fuel and Palantir as an engineer. He continues to code to this day and has built AltimeterGPT to augment their research efforts. He has a bachelors in computer science and an MBA from Stanford. (00:33) The Rise of MANG VC (03:01) Capital Deployed by MANG VC (04:27) Impact of ChatGPT on Investment Strategies (07:16) The "Round Trip" Effect (10:05) Legality and Market Distortion (12:19) Margin Profiles of AI Businesses (15:28) Valuing Modern AI Businesses (18:30) Market Distortions and Downstream Effects (21:56) Considerations for Raising Capital from MANG VC (26:19) Role of MANG VC in the Next Two Years (35:02) Rapid Fire Round Apoorv's favorite book : Man's Search for Meaning (Author: Viktor Frankl) -------- Where to find Prateek Joshi: Newsletter: https://prateekjoshi.substack.com Website: https://prateekj.com LinkedIn: https://www.linkedin.com/in/prateek-joshi-91047b19 Twitter: https://twitter.com/prateekvjoshi…
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Infinite Curiosity Pod with Prateek Joshi
Atif Rafiq is the cofounder and CEO of Ritual, a software app to speed up innovation and move ideas to action. He has held C-suite roles at McDonald's, Volvo, and MGM Resorts. He was previously the cofounder/CEO of Covigna, which is a content management software provider. He's the author of the book Decision Sprint, which was featured on the Wall Street Journal's bestseller list. (00:08) Defining the Future of Work (02:06) Skills for an AI-First Workplace (05:46) Evolution of Education Systems (08:24) Impact of AI on Skilled Professionals (10:30) Remote Work Effectiveness (12:47) Equipping Teams with AI Knowledge (15:46) Career Pivots towards AI (17:49) Practical Steps for Problem Solving (20:12) Value of AI Certifications (21:27) Introduction to Ritual (23:18) Surprising Discoveries with Ritual (26:17) The Future Workplace (29:09) Rapid Fire Round Atif's favorite book: Thinking, Fast and Slow (Author: Daniel Kahneman) -------- Where to find Prateek Joshi: Newsletter: https://prateekjoshi.substack.com Website: https://prateekj.com LinkedIn: https://www.linkedin.com/in/prateek-joshi-91047b19 Twitter: https://twitter.com/prateekvjoshi…
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Infinite Curiosity Pod with Prateek Joshi
Curtis Northcutt is the cofounder and CEO of Cleanlab, a data curation platform for LLMs. They have raised $30M in funding from Bain Capital Ventures, Menlo, Databricks, and TQ. He was previously the cofounder and CTO of ChipBrain. He has a PhD in Computer Science from MIT. (00:07) Data Curation in the Context of LLMs (01:14) Connection between Language Models and Computer Science (03:14) Importance of Data Curation for LLMs (04:06) Challenges in Data Curation for LLMs (06:09) Confident Learning and its Concept (09:42) CleanLab and its Role (12:42) Role of Open Source Datasets and Tooling (15:08) Balancing Data and Privacy in Regulated Industries (17:25) Feasibility of Federated Learning (20:35) Decentralized Compute and Aggregating Compute Clusters (25:19) Determining Model Size for Data Representation (27:09) Advice for ML Engineers in Handling Data Curation (30:20) Rapid Fire Round Curtis's favorite book : The Bible (in the context of marketing) -------- Where to find Prateek Joshi: Newsletter: https://prateekjoshi.substack.com Website: https://prateekj.com LinkedIn: https://www.linkedin.com/in/prateek-joshi-91047b19 Twitter: https://twitter.com/prateekvjoshi…
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Infinite Curiosity Pod with Prateek Joshi
John Dulin is the founder and CEO of Modern Intelligence, where they are building AI foundation models for defense. He was previously at Numerai and Freenome. (00:00) Introduction (00:08) The State of AI in Defense (03:17) AI Impact on Tactics in Conflicts (09:24) Real-Time Threat Assessment (18:21) Naval Operations and Maritime Surveillance (22:28) Startups and Maritime Technologies (25:58) Naval Dominance and Global Power (31:20) Multi-Intelligence in Defense (35:20) The AI Arms Race and the Future of Defense (38:59) Rapid Fire Round John's favorite book : Wilhelm Meister's Apprenticeship (Author: Johann Wolfgang von Goethe) -------- Where to find Prateek Joshi: Newsletter: https://prateekjoshi.substack.com Website: https://prateekj.com LinkedIn: https://www.linkedin.com/in/prateek-joshi-91047b19 Twitter: https://twitter.com/prateekvjoshi…
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Infinite Curiosity Pod with Prateek Joshi
1 Building and Investing in Consumer AI 40:51
40:51 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי40:51
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיTalia Goldberg is a partner at Bessemer Venture Partners where she focuses on consumer internet, software, and AI. She became the youngest elected partner in firm history. Bessemer is a VC firm with a long and storied history with investments in companies like Twilio, Shopify, Pinterest, LinkedIn, Yelp, Twitch, and many more. In this episode, we cover a range of topics including: - Why is consumer the biggest beneficiary of AI - AI is generating massive consumer surplus - Why is RLHF only a secondary moat - Distribution tactics for consumer AI: virality via social proof, the Etsy effect, building for niche communities, standing on the shoulder of giants, "first order irrational, second order rational" - Conversion tactics for consumer AI: entertainment as conversion, community-driven conversion, gambling psychology - What does 2024 look like for AI startups and VCs Talia's favorite book : Poor Charlie's Almanack (Author: Charlie Munger) -------- Where to find Prateek Joshi: Newsletter: https://prateekjoshi.substack.com Website: https://prateekj.com LinkedIn: https://www.linkedin.com/in/prateek-joshi-91047b19 Twitter: https://twitter.com/prateekvjoshi…
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Infinite Curiosity Pod with Prateek Joshi
Dan Caron is the founder and CEO of Health Universe, where they are building an open source collaboration platform for health AI. He was previously the founder and CTO of Dark Pilot. Prior to that, he was the founder and COO of RxREVU. In this episode, we cover a range of topics including: - State of play in Health AI - Why open source in Health AI - The founding of Health Universe - Potential risks of using open source in healthcare - Regulatory environment - Open source vs commercial healthcare - Impact of the open source approach on healthcare providers and global healthcare disparities - The future of open source in Health AI Dan's favorite book : Build (Author: Tony Fadell) -------- Where to find Prateek Joshi: Newsletter: https://prateekjoshi.substack.com Website: https://prateekj.com LinkedIn: https://www.linkedin.com/in/prateek-joshi-91047b19 Twitter: https://twitter.com/prateekvjoshi…
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Infinite Curiosity Pod with Prateek Joshi
1 Biosimulation for Drug Development 32:03
32:03 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי32:03
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיJo Varshney is the founder and CEO of VeriSIM Life, an AI-driven bio-simulation platform that enables pharmaceutical companies to accelerate drug development. She has a PhD in Comparative Oncology and Genomics. In this episode, we cover a range of topics including: - State of play in AI-powered drug discovery - Why is it so difficult to know which drug candidates to pursue? - The founding of VeriSIM Life - Role of AI in drug formulation - Role of AI in drug repurposing - Role of AI in drug-drug interaction - How does AI help in evaluating potential toxic effects of a drug candidate? - What should ML developers know about biochemistry? And about biochemists? - Determing the efficacy - De Novo drug design - Patient stratification - The future of AI powered drug discovery Jo's favorite book: Built to Last (Author: Jim Collins) -------- Where to find Prateek Joshi: Newsletter: https://prateekjoshi.substack.com Website: https://prateekj.com LinkedIn: https://www.linkedin.com/in/prateek-joshi-91047b19 Twitter: https://twitter.com/prateekvjoshi…
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Infinite Curiosity Pod with Prateek Joshi
Mark Gabel is the cofounder and CEO of Laredo Labs, where they are building an AI agent for software engineers. He was previously the Chief Scientist at Viv Labs and an assistant professor at University of Texas at Dallas. In this episode, we cover a range of topics including: - Current state of generative AI in software development - Solver agent - Characteristics of a good AI assistant - Context awareness - Tradeoff between ease of generation and software quality - The role of programming languages - Future of Generative AI in software engineering Mark's favorite books: - Gödel, Escher, Bach (Author: Douglas Hofstadter) - On Food and Cooking (Author: Harold McGee) -------- Where to find Prateek Joshi: Newsletter: https://prateekjoshi.substack.com Website: https://prateekj.com LinkedIn: https://www.linkedin.com/in/prateek-joshi-91047b19 Twitter: https://twitter.com/prateekvjoshi…
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Infinite Curiosity Pod with Prateek Joshi
Jae Lee is the cofounder and CEO of Twelve Labs, where they are building video understanding infrastructure to help developers build programs that can see, hear, and understand the world. He was previously the Lead Data Scientist at the Ministry of National Defense in South Korea. He has a bachelors in computer science from UC Berkeley. In this episode, we cover a range of topics including: - What is multimodal video understanding - State of play in multimodal video - The founding of Twelve Labs - The launch of Pegasus-1 - Four core principles: Efficient Long-form Video Processing, Multimodal Understanding, Video-native Embeddings, Deep Alignment between Video and Language Embeddings - Differences between multimodal vs traditional video analysis - In what ways can malicious actors misuse this technology? - The future of multimodal video understanding Jae's favorite books: - Deep Learning (Authors: Ian Goodfellow, Yoshua Bengio, Aaron Courville) - The Giving Tree (Author: Shel Silverstein) -------- Where to find Prateek Joshi: Newsletter: https://prateekjoshi.substack.com Website: https://prateekj.com LinkedIn: https://www.linkedin.com/in/prateek-joshi-91047b19 Twitter: https://twitter.com/prateekvjoshi…
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Infinite Curiosity Pod with Prateek Joshi
Max Grigorev has been building ML products for a long time. He has worked underwater autonomy and has spent time at Google, Airbnb, and Teralytics. In this episode, we cover a range of topics including: - What is underwater autonomy - State of play in underwater robotics - Challenges of underwater operations - Differences between underwater vs land robotics - Unexplored opportunities in underwater autonomy - Regulatory hurdles - Future of underwater autonomy Max's favorite books: - Dune (Author: Frank Herbert) - Pattern Recognition and Machine Learning (Author: Christopher Bishop) -------- Where to find Prateek Joshi: Newsletter: https://prateekjoshi.substack.com Website: https://prateekj.com LinkedIn: https://www.linkedin.com/in/prateek-joshi-91047b19 Twitter: https://twitter.com/prateekvjoshi…
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Infinite Curiosity Pod with Prateek Joshi
Sam Lessin is a GP at Slow Ventures, an early-stage VC firm based out of San Francisco, Boston, and New York. In the last decade, they have invested in the earliest rounds of over 500 companies including Solana, Robinhood, Venmo, Airtable, Slack, Front, Allbirds, Postmates, and more. He's the cofounder of Fin. He was VP of Product Management at Meta. He has a degree from Harvard. In this episode, we cover a range of topics including: - AI technology is great, but AI investing is not a good idea. Why? - Why is AI just an extending innovation as opposed to a platform shift? - Why can't $100B platform wins be manufactured? - Do AI startups have moats? - AI moment vs cloud computing moment - AI regulation - Seed equity "killing fields" - Meaningful AI use cases Sam's deck : https://docsend.com/view/e6nd457kgbg8zich Sam's favorite book : The Lessons of History (Authors: Will and Ariel Durant) -------- Where to find Prateek Joshi: Newsletter: https://prateekjoshi.substack.com Website: https://prateekj.com LinkedIn: https://www.linkedin.com/in/prateek-joshi-91047b19 Twitter: https://twitter.com/prateekvjoshi…
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Infinite Curiosity Pod with Prateek Joshi
Tristan Zajonc is the cofounder and CEO of Continual, a developer platform for generative AI applications. He previously cofounded Sense, which was a platform for data science and machine learning. It got acquired by Cloudera in 2016. He spent 3 years at Cloudera building ML software. He has a PhD from Harvard. In this episode, we cover a range of topics including: - AI as an interface to the world - Tech stack of the future - The founding of Continual - AI product delivery avenues (cloud, on prem, model hubs, packaged solutions) - Traditional MLOps vs LLMOps - Open source AI - AI compute market Tristan's favorite book : Suburban Nation (Authors: Andres Duany, Elizabeth Plater-Zyberk, Jeff Speck) -------- Where to find Prateek Joshi: Newsletter: https://prateekjoshi.substack.com Website: https://prateekj.com LinkedIn: https://www.linkedin.com/in/prateek-joshi-91047b19 Twitter: https://twitter.com/prateekvjoshi…
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Infinite Curiosity Pod with Prateek Joshi
Martice Nicks III is the cofounder and CTO of Danti, a search engine for exploring the extensive collections of Earth observation data available today. He was previously at Orbital Insights, Maxar Technologies, and other companies working on geospatial data. In this episode, we cover a range of topics including: - What is Earth observation data - Where does the data come from - The founding of Danti - Use cases of Earth Observation data - How do you index this data and make it searchable - gSEARCH challenge - What AI tools are being built for defense purposes Martice's favorite books: - The 7 Habits of Highly Effective People (Author: Stephen R. Covey) - Dresden Files (Author: Jim Butcher) -------- Where to find Prateek Joshi: Newsletter: https://prateekjoshi.substack.com Website: https://prateekj.com LinkedIn: https://www.linkedin.com/in/prateek-joshi-91047b19 Twitter: https://twitter.com/prateekvjoshi…
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Infinite Curiosity Pod with Prateek Joshi
Nicolas Tilmans is the cofounder and CEO of Anagenex, an AI-powered drug discovery platform. They have raised $37M in funding so far from investors such as Lux Capital, Khosla Ventures, Air Street, Menlo, and Catalio. He was previously the VP of Engineering at Lumiata. He has a PhD in Biochemistry from Stanford. In this episode, we cover a range of topics including: - What are small molecule drugs and why are they challenging to develop - The founding of Anagenex - Data generation engine - DNA Encoded Libraries (DELs) - Affinity Selected Mass Spectrometry - Identifying the right targets - What's next for AI-infused drug discovery Nicolas's favorite books: - Tomorrow, and Tomorrow, and Tomorrow (Author: Gabrielle Zevin) - Letters by Abraham Lincoln (Author: Abraham Lincoln) -------- Where to find Prateek Joshi: Newsletter: https://prateekjoshi.substack.com Website: https://prateekj.com LinkedIn: https://www.linkedin.com/in/prateek-joshi-91047b19 Twitter: https://twitter.com/prateekvjoshi…
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Infinite Curiosity Pod with Prateek Joshi
1 Evolution of intelligence, Digital life, AGI | Flo Crivello, founder and CEO of Lindy 30:57
30:57 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי30:57
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיFlo Crivello is the founder and CEO of Lindy, where they are building a personal AI assistant. He was previously the founder and CEO of Teamflow. Prior to that, he was at Uber where he led the development of Uber Works and JUMP Starter. In this episode, we cover a range of topics including: - Evolution of intelligence - The dawn of digital life - Artificial General Intelligence - White House's Executive Order on AI - The founding of Lindy AI - Large foundation models vs smaller specialist models - Nvidia's position in the AI ecosystem, its strengths and weaknesses - Building AI agents Flo's favorite book : Atlas Shrugged (Author: Ayn Rand) -------- Where to find Prateek Joshi: Newsletter: https://prateekjoshi.substack.com Website: https://prateekj.com LinkedIn: https://www.linkedin.com/in/prateek-joshi-91047b19 Twitter: https://twitter.com/prateekvjoshi…
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Infinite Curiosity Pod with Prateek Joshi
1 Thoughts on OpenAI DevDay announcements | Vikram Sreekanti, cofounder and CEO of RunLLM 33:24
33:24 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי33:24
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיVikram Sreekanti is the cofounder and CEO of RunLLM, a developer platform for the LLM stack. They have raised funding from investors such as Redpoint and Essence. He has a PhD in Computer Science from UC Berkeley. In this episode, we cover a range of topics including: - OpenAI DevDay announcements - Are long context windows useful? - Open source AI - The founding of RunLLM - Large foundation models vs smaller specialist models - Why is OpenAI too cheap to beat? - Nvidia's strengths and potential weaknesses Vikram's favorite book : Slaughterhouse-Five (Author: Kurt Vonnegut) -------- Where to find Prateek Joshi: Newsletter: https://prateekjoshi.substack.com Website: https://prateekj.com LinkedIn: https://www.linkedin.com/in/prateek-joshi-91047b19 Twitter: https://twitter.com/prateekvjoshi…
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Infinite Curiosity Pod with Prateek Joshi
1 Artificial Specialized Intelligence, Executive Order on AI, Open Source AI | Douwe Kiela, cofounder and CEO of Contextual AI 41:41
41:41 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי41:41
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיDouwe Kiela is the cofounder and CEO of Contextual AI, where they are building the next generation of foundation models that provide fully customizable, trustworthy, and privacy-aware AI. He is also an Adjunct Professor at Stanford. He was previously the Head of Research at Hugging Face and a research scientist at Meta. He has a PhD in Computer Science from the University of Cambridge. In this episode, we cover a range of topics including: - Open source vs closed source AI - White House's Executive Order on AI - Enterprise needs when it comes to LLMs - The founding of Contextual AI - What does RAG 2.0 look like for LLMs - Large foundation models vs smaller specialist models - Do Big tech companies have an unassailable lead in AI? - Size of the data vs size of the model. What is more important and why? - How will the AI compute market shape up? Douwe's favorite books: - The Lord of the Rings trilogy (Author: J.R.R. Tolkien) - The Count of Monte Cristo (Author: Alexandre Dumas) - Amp It Up (Author: Frank Slootman) -------- Where to find Prateek Joshi: Newsletter: https://prateekjoshi.substack.com Website: https://prateekj.com LinkedIn: https://www.linkedin.com/in/prateek-joshi-91047b19 Twitter: https://twitter.com/prateekvjoshi…
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Infinite Curiosity Pod with Prateek Joshi
1 AI compute market, LLM infrastructure, Industrial AI | Ville Tuulos, cofounder and CEO of Outerbounds 38:02
38:02 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי38:02
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיVille Tuulos is the cofounder and CEO of Outerbounds, a platform to develop and deploy production-grade AI applications. They have raised $24M in funding so far from investors such as Foundation, Amplify, and Greenoaks. He was previously at Netflix and AdRoll. Prior to that, he was the cofounder of Bitdeli. In this episode, we cover a range of topics including: - Origin of the open source framework Metaflow - The founding of Outerbounds - AI compute clusters - Large foundation models vs smaller specialist models - Training compute-optimal LLMs - Industrial AI - Multimodal AI - Building LLMs through experimentation - How will the AI compute market shape up (chips, cloud services, infrastructure platforms) Ville's favorite book : Surely You're Joking, Mr. Feynman! (Author: Richard Feynman) -------- Where to find Prateek Joshi: Newsletter: https://prateekjoshi.substack.com Website: https://prateekj.com LinkedIn: https://www.linkedin.com/in/prateek-joshi-91047b19 Twitter: https://twitter.com/prateekvjoshi…
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Infinite Curiosity Pod with Prateek Joshi
1 Prateek talks about Nvidia's new AI agent that can train robots 25:07
25:07 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי25:07
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיIn this episode, the host Prateek Joshi talks about Nvidia's new AI agent called Eureka. It can train robots to do all sorts of complex tasks. Large language models like GPT-4 are really good at making plans and decisions for certain tasks. But when it comes to teaching robots to do complicated physical stuff, like spinning a pen around their fingers, they've been a bit clumsy. That's where Eureka comes in. Eureka takes the best parts of LLMs and uses them to create a reward system for teaching robots. Blog post: https://blogs.nvidia.com/blog/2023/10/20/eureka-robotics-research/ Paper: https://arxiv.org/abs/2310.12931 Code: https://github.com/eureka-research/Eureka -------- Where to find Prateek Joshi: Newsletter: https://prateekjoshi.substack.com Website: https://prateekj.com LinkedIn: https://www.linkedin.com/in/prateek-joshi-91047b19 Twitter: https://twitter.com/prateekvjoshi…
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Infinite Curiosity Pod with Prateek Joshi
1 Prateek talks about Generative AI in Biology 27:38
27:38 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי27:38
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיIn this episode, the host Prateek Joshi talks about 13 areas in Biology where Generative AI is going to make a big impact: 1. Drug discovery 2. Protein design 3. Synthetic data generation 4. Discovering gene regulatory networks 5. Metagenomics 6. Ecology 7. Drug repurposing 8. Genome assembly 9. Disease prediction and diagnosis 10. Single-cell transcriptonomics 11. Evolutionary biology 12. Protein-Protein interaction 13. Personalized medicine -------- Where to find Prateek Joshi: Newsletter: https://prateekjoshi.substack.com Website: https://prateekj.com LinkedIn: https://www.linkedin.com/in/prateek-joshi-91047b19 Twitter: https://twitter.com/prateekvjoshi…
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Infinite Curiosity Pod with Prateek Joshi
1 Prateek talks about LLMs learning to represent space and time 23:27
23:27 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי23:27
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיIn this episode, the host Prateek Joshi talks about LLMs learning to represent space and time. Here's the paper where the authors have discussed it in detail: https://browse.arxiv.org/pdf/2310.02207.pdf -------- Where to find Prateek Joshi: Newsletter: https://prateekjoshi.substack.com Website: https://prateekj.com LinkedIn: https://www.linkedin.com/in/prateek-joshi-91047b19 Twitter: https://twitter.com/prateekvjoshi…
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Infinite Curiosity Pod with Prateek Joshi
1 Prateek talks about the Reversal Curse of LLMs 18:00
18:00 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי18:00
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיIn this episode, the host Prateek Joshi talks about the Reversal Curse phenomenon in LLMs. Here's the paper where the authors have discussed it in detail: https://owainevans.github.io/reversal_curse.pdf -------- Where to find Prateek Joshi: Newsletter: https://prateekjoshi.substack.com Website: https://prateekj.com LinkedIn: https://www.linkedin.com/in/prateek-joshi-91047b19 Twitter: https://twitter.com/prateekvjoshi…
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Infinite Curiosity Pod with Prateek Joshi
1 Generative AI x Synthetic data | Ali Golshan, cofounder and CEO of Gretel AI 42:38
42:38 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי42:38
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיAli Golshan is the cofounder and CEO of Gretel AI, a synthetic data platform for ML developers. They have raised $65M in funding so far from investors such as Greylock and Anthos. He was previously the cofounder of StackRox, which was acquired by Red Hat for about $450M. Prior to that, he was the cofounder of Cyphort, which was acquired by Juniper Networks. In this episode, we cover a range of topics including: - The need for synthetic data - Techniques to generate synthetic data - How can AI enhance the synthetic data generation process - Computational irreducibility - Differential privacy - Measuring the performance of the engine that generates synthetic data Ali's favorite books: - The Order of Time (Author: Carlo Rovelli) - The Coddling of the American Mind (Authors: Greg Lukianoff and Jonathan Haidt) -------- Where to find Prateek Joshi: Newsletter: https://prateekjoshi.substack.com Website: https://prateekj.com LinkedIn: https://www.linkedin.com/in/prateek-joshi-91047b19 Twitter: https://twitter.com/prateekvjoshi…
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Infinite Curiosity Pod with Prateek Joshi
1 Programmatic AI data development, Multimodal AI, False dichotomy of fine-tuning vs RAG, Compute-optimal LLMs | Alex Ratner, CEO of Snorkel AI 51:11
51:11 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי51:11
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיAlex Ratner is the CEO of Snorkel AI, a platform that provides programmatic data labeling and foundation models to enable companies to build AI applications. They've raised $135M so far from amazing investors such as Addition, Greylock, Google Ventures, and Lightspeed. He was previously the cofounder and CEO of SiftPage. He has a bachelors degree from Harvard and a PhD from Stanford. In this episode, we cover a range of topics including: - Making AI data development first-class and programmatic - The data-centric step for every model-centric step - False dichotomy of fine tuning vs RAG - Foundation model dynamics: winner take all vs diverse models - Training compute-optimal LLMs - Designing multimodal datasets (DataComp) - Distilling Step-by-Step - 'GPT-You' for every enterprise Alex's favorite books : Foundation series books (Author: Isaac Asimov) -------- Where to find Prateek Joshi: Newsletter: https://prateekjoshi.substack.com Website: https://prateekj.com LinkedIn: https://www.linkedin.com/in/prateek-joshi-91047b19 Twitter: https://twitter.com/prateekvjoshi…
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Infinite Curiosity Pod with Prateek Joshi
1 Generative AI x Privacy | Riddhiman Das, CEO of TripleBlind 38:43
38:43 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי38:43
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיRiddhiman Das is the CEO of TripleBlind, a privacy platform for AI. They have raised $32M in funding, with their most recent round led by General Catalyst. He was previously the Head of International Technology Investments at Ant Financial, which is Alibaba's financial services arm. He was the Product Architect at Zoloz, Chairman at Laplacian, Chief Data Offier at mySideWalk, and CTO of Galleon Labs. He has received the 2013 White House Champions of Change from President Barack Obama. In this episode, we cover a range of topics including: - Attack surface of an AI application - What are the ways in which privacy can be compromised during training and deployment of AI models - Role based access control for Generative AI applications - Data leakage in Generative AI applications - Characteristics of a good privacy product - How is TripleBlind used in healthcare and financial sectors Riddhiman's favorite book : Twenty Thousand Leagues Under the Sea (Author: Jules Verne) -------- Where to find Prateek Joshi: Newsletter: https://prateekjoshi.substack.com Website: https://prateekj.com LinkedIn: https://www.linkedin.com/in/prateek-joshi-91047b19 Twitter: https://twitter.com/prateekvjoshi…
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Infinite Curiosity Pod with Prateek Joshi
1 Prateek talks about AI infrastructure ideas and categories 31:07
31:07 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי31:07
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיIn this episode, the host Prateek Joshi talks about AI infrastructure ideas and categories including: Model infrastructure: - Compute hardware - ML frameworks - Foundation model providers - Distributed model training - Model deployment - Building and serving verticalized models - Streaming ML models - Monitoring and logging - Experimentation framework - On-device applications - Orchestration platform - Latency - User feedback loop Data infrastructure: - Storage hardware - Data acquisition - Databases - Data labeling - Cataloging product usage data - Privacy and security - Backup and redundancy systems -------- Where to find Prateek Joshi: Newsletter: https://prateekjoshi.substack.com Website: https://prateekj.com LinkedIn: https://www.linkedin.com/in/prateek-joshi-91047b19 Twitter: https://twitter.com/prateekvjoshi…
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Infinite Curiosity Pod with Prateek Joshi
1 AI coprocessor for data, Relational knowledge graphs | Molham Aref, CEO of RelationalAI 43:53
43:53 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי43:53
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיMolham Aref is the CEO of RelationalAI, an AI coprocessor for the data cloud. They have raised $122M in funding from the likes of Tiger Global, Madrona, Addition, and Menlo Ventures. He is a serial enterpreneur and has been the CEO of LogicBlox, Predictix, and Optimi. In this episode, we cover a range of topics including: - Relational knowledge graphs - Knowledge graphs for AI-driven applications - What is an AI coprocessor - Graph analytics - Interaction between ML infrastructure and knowledge graph infrastructure - Data infrastructure for AI compute Molham's favorite book : The Datapreneurs (Author: Bob Muglia) -------- Where to find Prateek Joshi: Newsletter: https://prateekjoshi.substack.com Website: https://prateekj.com LinkedIn: https://www.linkedin.com/in/prateek-joshi-91047b19 Twitter: https://twitter.com/prateekvjoshi…
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Infinite Curiosity Pod with Prateek Joshi
1 Prateek talks about 8 strategies to speed up ML on different hardware platforms 18:19
18:19 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי18:19
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיIn this episode, the host Prateek Joshi talks about: - why do we care about this problem - who needs it - how does it work - list of 8 strategies to speed up ML -------- Where to find Prateek Joshi: Newsletter: https://prateekjoshi.substack.com Website: https://prateekj.com LinkedIn: https://www.linkedin.com/in/prateek-joshi-91047b19 Twitter: https://twitter.com/prateekvjoshi…
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Infinite Curiosity Pod with Prateek Joshi
1 Object store for AI workloads | Anand Babu Periasamy, cofounder and CEO of MinIO 40:29
40:29 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי40:29
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיAnand Babu "AB" Periasamy is the cofounder and CEO of MinIO, a high performance object storage for AI that's built for large scale workloads. They have raised $126M in funding from the likes of General Catalyst, Softbank, Intel Capital, and Nexus Venture Partners. It's the world's fastest growing object storage company with more than 1 billion Docker pulls and more than 35K stars on GitHub. He's also an angel investor with investments in companies like H2O.ai, Isovalent, Starburst, Postman, and many more. He was previously the cofounder and CTO of Gluster, which got acquired by Red Hat. In this episode, we cover a range of topics including: - Why is storage important for AI workflows - What are the characteristics of a good data storage product - Repatriation of data from public cloud to on-prem - Running ML experiments in parallel - AI compute offerings from data infrastructure providers - Making data infrastructure faster and cheaper AB's favorite book: An Awesome Book! (Author: Dallas Clayton) -------- Where to find Prateek Joshi: Newsletter: https://prateekjoshi.substack.com Website: https://prateekj.com LinkedIn: https://www.linkedin.com/in/prateek-joshi-91047b19 Twitter: https://twitter.com/prateekvjoshi…
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Infinite Curiosity Pod with Prateek Joshi
1 AI assistant for software development | Eran Yahav, cofounder and CTO of Tabnine 39:34
39:34 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי39:34
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיEran Yahav is the cofounder and CTO of Tabnine, an AI assistant that developers can use to build software faster. He's a professor at Technion - Israel Institute of Technology and was previously a researcher at IBM. He has a PhD in Computer Science from Tel Aviv University. In this episode, we cover a range of topics including: - Tasks in software development - What tasks are likely to benefit from LLMs - The launch of Tabnine Chat - Characteristics of a good AI coding assistant - Making AI coding assistants context-aware - Generic LLMs vs domain specific LLMs - AI copilot for devops work Eran's favorite book : Catch-22 (Author: Joseph Heller) -------- Where to find Prateek Joshi: Newsletter: https://prateekjoshi.substack.com Website: https://prateekj.com LinkedIn: https://www.linkedin.com/in/prateek-joshi-91047b19 Twitter: https://twitter.com/prateekvjoshi…
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Infinite Curiosity Pod with Prateek Joshi
1 Prateek talks about Data Orchestration 15:16
15:16 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי15:16
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיIn this episode, the host Prateek Joshi talks about: - why do we need data orchestration - what exactly is it - how does it work - where is it used in the real world - market landscape of tools -------- Where to find Prateek Joshi: Newsletter: https://prateekjoshi.substack.com Website: https://prateekj.com LinkedIn: https://www.linkedin.com/in/prateek-joshi-91047b19 Twitter: https://twitter.com/prateekvjoshi…
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Infinite Curiosity Pod with Prateek Joshi
1 No-Code Generative AI, Domain specific LLMs, AI experimentation | Karthik Dinakar, cofounder and CTO of Pienso 40:19
40:19 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי40:19
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיKarthik Dinakar is the cofounder and CTO of Pienso, an interactive AI platform anyone can use to turn text data into insights without requiring any coding. He has a PhD in Machine Learning from MIT. He has held roles at MIT Media Lab, Microsoft, and Deutsche Bank. In this episode, we cover a range of topics including: - Tech stack of Generative AI applications - Problem with general purpose LLMs - Training LLMs on my own data - Making LLMs faster and cheaper - Shortage of AI compute - Context windows - Pursuit of AGI Karthik's favorite books: - Introduction to Algorithms (Authors: Thomas H. Cormen, Charles E. Leiserson, Ronald L. Rivest, Clifford Stein) - Mindstorms: Children, Computers, And Powerful Ideas (Author: Seymour Peypert) -------- Where to find Prateek Joshi: Newsletter: https://prateekjoshi.substack.com Website: https://prateekj.com LinkedIn: https://www.linkedin.com/in/prateek-joshi-91047b19 Twitter: https://twitter.com/prateekvjoshi…
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Infinite Curiosity Pod with Prateek Joshi
1 Prateek talks about 7 skills that ML builders should develop 16:04
16:04 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי16:04
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיIn this episode, the host Prateek Joshi talks about 7 skills that ML builders should develop when they build products. -------- Where to find Prateek Joshi: Newsletter: https://prateekjoshi.substack.com Website: https://prateekj.com LinkedIn: https://www.linkedin.com/in/prateek-joshi-91047b19 Twitter: https://twitter.com/prateekvjoshi…
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Infinite Curiosity Pod with Prateek Joshi
1 Compute layer for data, Vector search, AI infrastructure | Venkat Venkataramani, cofounder and CEO of Rockset 43:06
43:06 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי43:06
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיVenkat Venkataramani is the cofounder and CEO of Rockset, a real-time search and analytics database built for the cloud. They've raised more than $60M in funding from the likes of Greylock and Sequoia. He was previously at Meta for 8 years and Oracle for 5.5 years. He has spent his entire life building data products, so he has a ton of insights on this topic. In this episode, we cover a range of topics including: - Separation of storage and compute - Isolating compute for ingest and query - Converged Index - Vector search - Stream Processing Systems vs Real-Time Analytics Databases - Data infra for AI applications - Bringing compute to data Venkat's favorite books: - The Hitchhiker's Guide to the Galaxy (Author: Douglas Adams) - The Three-Body Problem (Author: Liu Cixin) -------- Where to find Prateek Joshi: Newsletter: https://prateekjoshi.substack.com Website: https://prateekj.com LinkedIn: https://www.linkedin.com/in/prateek-joshi-91047b19 Twitter: https://twitter.com/prateekvjoshi…
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Infinite Curiosity Pod with Prateek Joshi
1 Prateek talks about Geometric Deep Learning 15:08
15:08 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי15:08
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיIn this episode, the host Prateek Joshi talks about: - The concept of Geometric Deep Learning - Why do we need it - How does it work - Where is it used in the real world -------- Where to find Prateek Joshi: Newsletter: https://prateekjoshi.substack.com Website: https://prateekj.com LinkedIn: https://www.linkedin.com/in/prateek-joshi-91047b19 Twitter: https://twitter.com/prateekvjoshi…
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Infinite Curiosity Pod with Prateek Joshi
1 Speeding up Generative AI models | Luis Ceze, cofounder and CEO of OctoML 39:56
39:56 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי39:56
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיLuis Ceze is the cofounder and CEO of OctoML, a platform that offers compute infrastructure to fine-tune, run, and scale your AI models. He's a professor at University of Washington and a venture partner at Madrona. He was previously the cofounder of Corensic. He has a PhD in Computer Science from University of Illinois Urbana-Champaign. In this episode, we cover a range of topics including: - OctoAI product announcement - How to make LLMs faster and cheaper - Training your own LLMs - The perceived shortage of AI compute - Enterprise spend on AI compute - Applications being built using OctoML - Domain specific models Luis's favorite books: - Thinking, Fast and Slow (Author: Daniel Kahneman) - Blindness (Author: Jose Saramago) -------- Where to find Prateek Joshi: Newsletter: https://prateekjoshi.substack.com Website: https://prateekj.com LinkedIn: https://www.linkedin.com/in/prateek-joshi-91047b19 Twitter: https://twitter.com/prateekvjoshi…
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Infinite Curiosity Pod with Prateek Joshi
1 Prateek talks about 9 steps to do customer discovery for AI products 16:39
16:39 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי16:39
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיDoing customer discovery is a critical skill that founders need to develop in the early stages of their AI startup's journey. In this episode, the host Prateek Joshi talks about 9 steps to do customer discovery for AI products. -------- Where to find Prateek Joshi: Newsletter: https://prateekjoshi.substack.com Website: https://prateekj.com LinkedIn: https://www.linkedin.com/in/prateek-joshi-91047b19 Twitter: https://twitter.com/prateekvjoshi…
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Infinite Curiosity Pod with Prateek Joshi
1 Vector databases x Vertical AI | Andre Zayarni (cofounder/CEO of Qdrant) and Karthik Dinakar (cofounder/CTO of Pienso) 28:06
28:06 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי28:06
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיAndre Zayarni is the cofounder and CEO of Qdrant, an open-source vector database company. He was previously the CTO of MoBerries building a next generation HR product based on AI and Real-time. He's been building software products for 20+ years. Karthik Dinakar is the cofounder and CTO of Pienso, an interactive AI platform anyone can use to turn text data into insights without requiring any coding. He has a PhD in Machine Learning from MIT. He has held roles at MIT Media Lab, Microsoft, and Deutsche Bank. In this episode, we cover a range of topics including: - Why do we need vector databases? - What type of applications need a vector database? - When choosing a vector database, what characteristics should a developer look for? - What are the building blocks of generative AI applications? - What can LLMs do well and where are the gaps? - What LLM applications are being built in the enterprise? - Retrieval Augmented Generation - What's the importance of vector databases in vertical AI? -------- Where to find Prateek Joshi: Newsletter: https://prateekjoshi.substack.com Website: https://prateekj.com LinkedIn: https://www.linkedin.com/in/prateek-joshi-91047b19 Twitter: https://twitter.com/prateekvjoshi…
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Infinite Curiosity Pod with Prateek Joshi
1 Prateek talks about Federated Learning 18:40
18:40 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי18:40
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיIn this episode, the host Prateek Joshi talks about why we need Federated Learning, how it works, and where it's used in the real world. -------- Where to find Prateek Joshi: Newsletter: https://prateekjoshi.substack.com Website: https://prateekj.com LinkedIn: https://www.linkedin.com/in/prateek-joshi-91047b19 Twitter: https://twitter.com/prateekvjoshi…
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Infinite Curiosity Pod with Prateek Joshi
1 AI x DevOps, Open source AI, Data infrastructure | Timothy Chen, General Partner at Essence VC 1:01:35
1:01:35 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי1:01:35
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיTimothy Chen is the founder and general partner at Essence Ventures, a VC firm that specializes in data infrastructure and developer tools. Prior to Essence, he was the SVP of Engineering at Cosmos, a popular open source blockchain SDK. He cofounded Hyperpilot with Stanford Professor Christos Kozyrakis to disrupt the enterprise infrastructure space, which later exited to Cloudera. He was an early employee at Mesosphere and CloudFoundry. He is also active in the open source space as an Apache member. In this episode, we cover a range of topics including: - Using LLMs for devops work - Open source AI - How to spot open source investment opportunities - Data infrastructure opportunities - AI infrastructure opportunities - Security and privacy Timothy's favorite book: Behind The Cloud (Author: Marc Benioff) -------- Where to find Prateek Joshi: Newsletter: https://prateekjoshi.substack.com Website: https://prateekj.com LinkedIn: https://www.linkedin.com/in/prateek-joshi-91047b19 Twitter: https://twitter.com/prateekvjoshi…
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Infinite Curiosity Pod with Prateek Joshi
1 Prateek talks about 11 things to keep in mind for software engineers to get into AI 18:48
18:48 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי18:48
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיAI has been attracting talent from many different sectors. In this episode, the host Prateek Joshi talks about 11 things to keep in mind for software engineers to get into AI. -------- Where to find Prateek Joshi: Newsletter: https://prateekjoshi.substack.com Website: https://prateekj.com LinkedIn: https://www.linkedin.com/in/prateek-joshi-91047b19 Twitter: https://twitter.com/prateekvjoshi…
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Infinite Curiosity Pod with Prateek Joshi
1 Generative AI stack, Android moment of AI, Data infrastructure | Jon Turow, Partner at Madrona 41:11
41:11 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי41:11
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיJon Turow is a partner at Madrona, a VC firm that has invested in amazing companies like OctoML, HighSpot, Fixie, Clari, Runway, UiPath, and many more. He holds 26 patents! Most recently, he led the product teams for AWS Computer Vision AI services, including Amazon Textract and Amazon Rekognition. He wrote the original product and business plans for AWS IoT and AWS Greengrass, which extend AWS services to run locally on edge devices. Prior to Amazon, he co-founded a cloud telephony startup. He holds a bachelor's from Wharton and an MBA from Kellogg. In this episode, we cover a range of topics including: - The Generative AI stack - Application frameworks for developers - Using a combination of multiple foundation models - Data tooling for AI applications - Making LLMs faster/better/cheaper - The Android moment of AI - Open source AI opportunities - AI copilots for software development - What use cases within AI infrastructure are exciting to you Jon's favorite book: Night Flight (Author: Antoine de Saint-Exupéry) -------- Where to find Prateek Joshi: Newsletter: https://prateekjoshi.substack.com Website: https://prateekj.com LinkedIn: https://www.linkedin.com/in/prateek-joshi-91047b19 Twitter: https://twitter.com/prateekvjoshi…
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Infinite Curiosity Pod with Prateek Joshi
1 AI x Robotics | Sam Baker, investor at Scale Venture Partners 38:39
38:39 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי38:39
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיSam Baker is an investor at Scale Venture Partners, a VC firm that has invested in amazing companies such as HubSpot, DocuSign, Box, Bill.com, Root Insurance, and many more. He was named to Business Insider's list of Rising Stars in Venture Capital. Prior to joining Scale, he was a Growth Manager at Tilt.com that was acquired by Airbnb. Before that, he worked at Box. He began his career at Glouston Capital Partners, an investment firm focused on private equity and venture capital secondaries. In this episode, we cover a range of topics including: - Robotics use cases in the warehouse, what functions can be automated - Why is the focus shifting to platforms - Why is the supply chain industry defined by exception handling and what can be done to address it - Collaboration between humans and machines - Robotics in the construction industry - Robotics in the restaurant industry - Startup trends within AI + robotics Sam's favorite books: - Pour Your Heart Into It: How Starbucks Built a Company One Cup at a Time (Author: Howard Schultz) - Hatching Twitter (Author: Nick Bilton) - Endurance (Author: Alfred Lansing) -------- Where to find Prateek Joshi: Newsletter: https://prateekjoshi.substack.com Website: https://prateekj.com LinkedIn: https://www.linkedin.com/in/prateek-joshi-91047b19 Twitter: https://twitter.com/prateekvjoshi…
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Infinite Curiosity Pod with Prateek Joshi
1 LLM-infused search, Why LLMs hallucinate, Grounded Generation | Amr Awadallah, cofounder and CEO of Vectara 49:36
49:36 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי49:36
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיAmr Awadallah is the founder and CEO of Vectara, an LLM-powered search company that enables customers to understand exactly what their users are asking. They just announced that they've raised a $28.5 Million round led by Race Capital. He was previously the founder of Cloudera, which went IPO and then was acquired for $5.3 Billion. He has held roles at Google Cloud, Yahoo, Nortel, and HP Labs before this. He has a Phd from Stanford. In this episode, we cover a range of topics including: - How search engines work - Generative AI conversational search - Hallucination problem in LLMs - Grounded Generation - Fine tuning vs In-context learning - Typical use cases within enterprise search - Generative AI companies he's excited about Amr's favorite book: Sapiens (Author: Yuval Noah Harari) -------- Where to find Prateek Joshi: Newsletter: https://prateekjoshi.substack.com Website: https://prateekj.com LinkedIn: https://www.linkedin.com/in/prateek-joshi-91047b19 Twitter: https://twitter.com/prateekvjoshi…
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Infinite Curiosity Pod with Prateek Joshi
1 Training your own LLM, Domain specific models | Naveen Rao, cofounder and CEO of MosaicML 30:22
30:22 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי30:22
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיNaveen Rao is the cofounder and CEO of MosaicML, a platform that enables you to train and deploy large AI models on your data in your secure environment. They've raised funding from amazing investors such as Lux Capital, Data Collective, and Maverick Ventures. Prior to this, he was the cofounder of Nervana. It got acquired by Intel for $408M. In this episode, we cover a range of topics including: - AI compute workloads - Compute platform for training and inference - How to train your own LLM - Ways to reduce the cost of training AI models - Advantages of training domain specific models - In-context learning - Context windows of LLMs - Moat of AI-infused businesses Naveen's favorite book : The Righteous Mind (Author: Jonathan Haidt) -------- Where to find Prateek Joshi: Newsletter: https://prateekjoshi.substack.com Website: https://prateekj.com LinkedIn: https://www.linkedin.com/in/prateek-joshi-91047b19 Twitter: https://twitter.com/prateekvjoshi…
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Infinite Curiosity Pod with Prateek Joshi
1 Lessons from a $130M acquisition, ML model deployment for data scientists, Discovering product-market fit | Harry Glaser, cofounder and CEO of Modelbit 40:46
40:46 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי40:46
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיHarry Glaser is the cofounder and CEO of Modelbit, a platform for data scientists to deploy machine learning models. He was previously the cofounder and CEO of Periscope Data, which raised more than $50M in funding from investors such as Bessemer, Threshold, Susa, and others. Periscope got acquired for $130M by SiSense. Prior to that, he was a product manager at Google. In this episode, we cover a range of topics including: - Key learnings from Periscope - What experiments did he run at Periscope during the product-market fit discovery phase - How to hire executives - Motivation behind launching Modelbit - How is Modelbit being used today - Content marketing for developer tooling companies - Top 2-3 favorite use cases for Modelbit Harry's favorite books: Two books by Kazuo Ishiguro -- The Remains Of The Day, Never Let Me Go -------- Where to find Prateek Joshi: Newsletter: https://prateekjoshi.substack.com Website: https://prateekj.com LinkedIn: https://www.linkedin.com/in/prateek-joshi-91047b19 Twitter: https://twitter.com/prateekvjoshi…
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Infinite Curiosity Pod with Prateek Joshi
1 LLM Agents, Few-Shot Learning | Matt Welsh, cofounder and CEO of Fixie 37:38
37:38 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי37:38
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיMatt Welsh is the cofounder and CEO of Fixie, an automation platform for LLMs. It allows developers to build natural language agents that connect to your data, talk to APIs, and solve complex problems. They've raised $17M from investors such as Redpoint, Madrona, Zetta, SignalFire, Bloomberg Beta, and more. He has previously held roles at OctoML, Apple, Xnor, and Google. He was a Professor of Computer Science at Harvard and has a PhD in Computer Science from UC Berkeley. In this episode, we cover a range of topics including: - LLMs as the new computational engine - What can LLMs do well and where are the gaps - Fine-tuning vs In-context learning - Smart Agents - Few shot learning - Use cases of Fixie Matt's favorite book : The Amazing Adventures of Kavalier & Clay (Author: Michael Chabon) -------- Where to find Prateek Joshi: Newsletter: https://prateekjoshi.substack.com Website: https://prateekj.com LinkedIn: https://www.linkedin.com/in/prateek-joshi-91047b19 Twitter: https://twitter.com/prateekvjoshi…
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Infinite Curiosity Pod with Prateek Joshi
1 AutoGPT, LLMs for developers, Context windows | Aditya Naganath, Investor at Kleiner Perkins 34:35
34:35 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי34:35
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיAditya Naganath is an investor at Kleiner Perkins, a legendary VC firm with investments in companies such as Google, Amazon, Spotify, Doordash, Slack, Intuit, UiPath, Figma, and many more. Prior to this, he was a product manager at Google focusing on growth initiatives for the SMB monetization team within emerging markets. He has previously been in technical roles at Palantir, Twitter, and Nextdoor. He earned a patent during his time at Twitter for a technical analytics product he co-created. And he has a bachelor’s degree in Computer Science from Columbia University and an MBA from Stanford. In this episode, we cover a range of topics including: - Uses of AutoGPT - How to intervene when AutoGPT gets stuck and how to provide feedback - ChatGPT Plugins - Generative AI in the enterprise - Context windows of LLMs - What new emergent properties can be uncovered if LLMs can reason over larger context windows - LLMs for developers - AI landscape and investment opportunities Aditya's favorite book: Factfulness (Author: Hans Rosling) -------- Where to find Prateek Joshi: Newsletter: https://prateekjoshi.substack.com Website: https://prateekj.com LinkedIn: https://www.linkedin.com/in/prateek-joshi-91047b19 Twitter: https://twitter.com/prateekvjoshi…
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Infinite Curiosity Pod with Prateek Joshi
1 Elad Gil on Generative AI Opportunities, AI Agents, AI Market Structure, and LLM-infused products 29:39
29:39 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי29:39
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיElad Gil is an entrepreneur, operator, and and investor. He has invested in and advised companies such as AirBnB, Stripe, Figma, Airtable, Samsara, Coinbase, Flexport, Gitlab, Gusto, Instacart, Notion, Pinterest, Rippling, and many more. He was the cofounder and Chairman at Color Genomics. Prior to that, was the VP of Corporate Strategy at Twitter. He was the cofouder and CEO MixerLabs, which got acquired by Twitter. He has held roles at Google and McKinsey. He has a PhD from MIT. In this episode, we cover a range of topics including: - How will the AI market structure evolve? - What products can startups build to make LLMs faster/better/cheaper? - How is Generative AI being used in the enterprise today? - How are customers spending money for AI-related work? - What is AutoGPT and how can businesses use it? - What AI copilot products can be built? - How are LLMs being used for software development? - How will the AI infrastructure market shape up? - Building a moat for AI-infused businesses - Open source opportunities in AI - What's the state of play in the AI application market? -------- Where to find Prateek Joshi: Newsletter: https://prateekjoshi.substack.com Website: https://prateekj.com LinkedIn: https://www.linkedin.com/in/prateek-joshi-91047b19 Twitter: https://twitter.com/prateekvjoshi…
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Infinite Curiosity Pod with Prateek Joshi
1 Connecting LLMs to your data, In-context learning | Jerry Liu, cofounder and CEO of LlamaIndex 33:20
33:20 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי33:20
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיJerry Liu is the cofounder and CEO of LlamaIndex. He is the creator of the open source tool that's also named LlamaIndex, which provides a central interface to connect your LLMs with external data. He has previously held roles at Quora, Uber, and Robust Intelligence. He has a computer science degree from Princeton. In this episode, we cover a range of topics including: - What can LLMs do well and where are the gaps - How to connect LLMs to external data - What does LlamaIndex do - Fine-tuning LLMs - In-context learning - Application that are getting built on top of LlamaIndex Jerry's favorite books : Harry Potter series (Author: J.K. Rowling) and The Hard Thing About Hard Things (Author: Ben Horowitz) -------- Where to find Prateek Joshi: Newsletter: https://prateekjoshi.substack.com Website: https://prateekj.com LinkedIn: https://www.linkedin.com/in/prateek-joshi-91047b19 Twitter: https://twitter.com/prateekvjoshi…
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Infinite Curiosity Pod with Prateek Joshi
1 ChatGPT Plugins, Generative AI in the enterprise | Matt Turck, Partner at FirstMark Capital 1:10:14
1:10:14 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי1:10:14
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיMatt Turck is a Partner at FirstMark Capital where he focuses primarily on early-stage enterprise investing. He is particularly active in the data, machine learning, and AI. Since 2011, he has been organizing Data Driven NYC, the largest data/AI community in the US. Since 2012, he has been publishing an annual landscape of the data/AI industry, the MAD report. Earlier in his career, he was the co-founder of TripleHop, an enterprise search software startup that was acquired by Oracle. Immediately prior to FirstMark, he was a Managing Director at Bloomberg Ventures, the incubation arm of Bloomberg LP, which he helped start. In this episode, we cover a range of topics including: - AI going mainstream with ChatGPT - ChatGPT Plugins - Generative AI in the enterprise - AI startup landscape - "Copilot for X" products - What gets him excited about an investment opportunity - The moat of AI-infused businesses - GTM motion of successful AI startups Matt's favorite books: All the books in the Incerto series (Author: Nassim Nicholas Taleb) -------- Where to find Prateek Joshi: Newsletter: https://prateekjoshi.substack.com Website: https://prateekj.com LinkedIn: https://www.linkedin.com/in/prateek-joshi-91047b19 Twitter: https://twitter.com/prateekvjoshi…
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Infinite Curiosity Pod with Prateek Joshi
1 Vector databases, Vector search | Bob van Luijt, cofounder and CEO of Weaviate 35:07
35:07 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי35:07
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיBob van Luijt is the cofounder and CEO of Weaviate. They build, maintain, and commercialize the open-source vector database called Weaviate. They've raised funding from amazing investors such as Index and NEA. He is the Chairman of Creative Software Foundation, a nonprofit located in The Netherlands with a sole focus on open source and creative software. In this episode, we cover a range of topics including: - What are vector embeddings - What's a good vector representation - What is vector search and why do we need it - What is a vector database and why do we need it - How does a vector database work in practice - Applications that use vector databases Bob's favorite book: The Creative Act (Author: Rick Rubin) -------- Where to find Prateek Joshi: Newsletter: https://prateekjoshi.substack.com Website: https://prateekj.com LinkedIn: https://www.linkedin.com/in/prateek-joshi-91047b19 Twitter: https://twitter.com/prateekvjoshi…
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Infinite Curiosity Pod with Prateek Joshi
1 Iterative AI in B2B SaaS, Coaching networks, Pricing models | Jake Saper, GP at Emergence Capital 58:20
58:20 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי58:20
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיJake Saper is a General Partner at Emergence Capital, one of the best SaaS VCs in the world. They've invested in iconic companies such as Salesforce, Zoom, Veeva, Gusto, Box, and Bill.com. He was previously at Kleiner Perkins as part of their Green Growth Fund and has an MBA from Stanford. In this episode, we cover a range of topics including: - Limitations of generative AI in B2B SaaS - Iterative AI vs Generative AI - How to solve the user engagement problem with AI - Coaching networks - Pricing model for AI companies - How to build a moat - How you invest in startups - GTM motion of successful AI companies - AI market trends Jake's favorite book : Freedom at Midnight (Authors: Larry Collins and Dominique Lapierre) -------- Where to find Prateek Joshi: Newsletter: https://prateekjoshi.substack.com Website: https://prateekj.com LinkedIn: https://www.linkedin.com/in/prateek-joshi-91047b19 Twitter: https://twitter.com/prateekvjoshi…
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Infinite Curiosity Pod with Prateek Joshi
1 AI compute landscape | Jessica Leao, Maverick Ventures 49:24
49:24 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי49:24
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיJessica Leao is a Principal at Maverick Ventures, a global investment firm that has been investing in early stage companies for over 25 years. She was previously the founder and GP at The 21 Fund, a $2M seed fund building and investing in the next generation of startups out of Stanford Graduate School of Business. She's been the Managing Partner at the Dorm Room Fund, which is backed by First Round Capital. She's also held roles at Palantir, Fortress Investment Group, and Goldman Sachs. In this episode, we cover a range of topics including: - AI compute landscape - Trends and opportunities in AI infrastructure - "Copilot for X" business model - GTM motion of AI businesses - Using AI in legacy industries - How she invests in startups Jessica's favorite book : Klara and the Sun (Author: Kazuo Ishiguro) -------- Where to find Prateek Joshi: Newsletter: https://prateekjoshi.substack.com Website: https://prateekj.com LinkedIn: https://www.linkedin.com/in/prateek-joshi-91047b19 Twitter: https://twitter.com/prateekvjoshi…
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Infinite Curiosity Pod with Prateek Joshi
1 Engineer turned VC | Leo Polovets, cofounder and GP at Susa Ventures 57:00
57:00 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי57:00
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיLeo Polovets is a cofounder and General Partner at Susa Ventures, a seed stage firm that has invested in iconic companies such as Robinhood and Flexport. Prior to Susa, he was the second engineering hire at Linkedin where he helped build the first versions of products like LinkedIn Jobs and LinkedIn Groups. He then worked on payment fraud detection algorithms at Google, and was also an early engineer at Factual, where he built data cleaning, processing, and deduping software. And he has an engineering degree from Caltech. In this episode, we cover a range of topics including: - How to derisk a startup - PMF risk, market risk, and funding risk - How should enterprise SaaS founders think about the first 10 customers (choice of customers, how to find them, how to convince them) - How should VCs think about providing feedback on pitches (why is it important and how to do it well) - Pricing mechanics - How should seed stage companies think about moat - AI-infused software applications - What gets him excited about an investment opportunity - GTM motion of successful seed stage startups Leo's favorite books: - A Guide to the Good Life (Author: William Irvine) - Traction: How Any Startup Can Achieve Explosive Customer Growth (Authors: Gabriel Weinberg and Justin Mares) -------- Where to find Prateek Joshi: Newsletter: https://prateekjoshi.substack.com Website: https://prateekj.com LinkedIn: https://www.linkedin.com/in/prateek-joshi-91047b19 Twitter: https://twitter.com/prateekvjoshi…
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Infinite Curiosity Pod with Prateek Joshi
1 LLM tech stack, Open source startups, Building products for the government | Brian Raymond, cofounder and CEO of Unstructured 37:26
37:26 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי37:26
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיBrian Raymond is the founder and CEO of Unstructured. They provide open source libraries and APIs to build custom preprocessing pipelines for labeling, training, and production machine learning pipelines. They've raised a seed round from BCV, Mango, and Essence. He was previously the VP of Global Public Sector at Primer. Prior to that, he has held roles at CIA and the National Security Council. In this episode, we cover a range of topics including: - The need for data preprocessing - LLM use cases that are exciting - What AI use cases are useful to government agencies - How should startups think about building for the government - Building the user base for Unstructured - 4 pillars of the emerging tech stack for LLMs - Open source software Brian's favorite books: Chip War, The Main Enemy, Damascus Station, The Red Sparrow Trilogy -------- Where to find Prateek Joshi: Newsletter: https://prateekjoshi.substack.com Website: http://prateekj.com LinkedIn: https://www.linkedin.com/in/prateek-joshi-91047b19 Twitter: https://twitter.com/prateekvjoshi…
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Infinite Curiosity Pod with Prateek Joshi
1 Synthetic data in AI, Computational irreducibility, Generative Adversarial Networks | Ofir Zuk, cofounder and CEO of Datagen 42:10
42:10 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי42:10
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיOfir Zuk is the cofounder and CEO of Datagen, a platform that provides synthetic data to train and test AI models. They have raised more than $70M in funding so far with Scale Venture Partners leading their latest round. He was previously the cofounder of Click Frauds and has held engineering roles at Check Point and Squeeck. In this episode, we cover a range of topics including: - The need for synthetic data - Different methods that are used to generate synthetic data - What role does AI play in generating synthetic data - Generative Adversarial Networks - Synthetic data vs simulated data - Measuring the performance of synthetic data - Fidelity vs privacy Ofir's favorite book : The Hard Thing About Hard Things (Author: Ben Horowitz) -------- Where to find Prateek Joshi: Newsletter: https://prateekjoshi.substack.com Website: http://prateekj.com LinkedIn: https://www.linkedin.com/in/prateek-joshi-91047b19 Twitter: https://twitter.com/prateekvjoshi…
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Infinite Curiosity Pod with Prateek Joshi
1 Decentralized AI, Blockchain, Incentivized intelligence | Ala Shaabana, cofounder of Bittensor 40:17
40:17 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי40:17
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיAla Shaabana is the cofounder of Bittensor, an open-source protocol that powers a decentralized machine learning network. He has a PhD in computer science and has previously held roles at Instacart and VMware. In this episode, we cover a range of topics including: - Key metrics of the decentralized network: Maintaining the optimal amount of competition, Difficulty, Total TAO staked, and Sequence length - Challenges of decentralized compute - Making heterogeneous nodes work together - Bandwidth constraints - Security considerations - Mechanism to maximize utilization - Measuring the value of Server responses Ala's favorite book : The Basic Laws of Human Stupidity (Author: Carlo M. Cipolla) -------- Where to find Prateek Joshi: Newsletter: https://prateekjoshi.substack.com Website: http://prateekj.com LinkedIn: https://www.linkedin.com/in/prateek-joshi-91047b19 Twitter: https://twitter.com/prateekvjoshi…
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Infinite Curiosity Pod with Prateek Joshi
1 Fintech AI for 120 Million People | Vishnu Ram Venkataraman, VP Data Science and Engineering at Credit Karma 36:01
36:01 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי36:01
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיVishnu Ram Venkataraman is the VP of Data Science and Engineering at Credit Karma. Over the last 8.5 years, he has built their Recommendation systems and Machine Learning infrastructure for their 120 Million members and growing. Before that, he has held leadership roles at Nykaa and Games24x7. He has degrees from IIT Bombay and IIM Ahmedabad, two of the most premier educational institutes in India. In this episode, we cover a range of topics including: - How they build ML products at Credit Karma - Use cases of ML in finance - Challenges of building ML products in finance - Failure modes of ML models - Tackling bias in ML systems - Building reliability into ML systems - Maintaining product discipline as you scale - Advice for developers who want to incorporate ML into their products Vishnu's favorite book: Chip War (Author: Chris Miller) -------- Where to find Prateek Joshi: Newsletter: https://prateekjoshi.substack.com Website: https://prateekj.com LinkedIn: https://www.linkedin.com/in/prateek-joshi-91047b19 Twitter: https://twitter.com/prateekvjoshi…
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Infinite Curiosity Pod with Prateek Joshi
1 AI Delivery Models, Cost Structure of AI Businesses, AI-infused Applications | Jill Chase, Partner at CapitalG 41:16
41:16 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי41:16
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיJill Chase is a partner at CapitalG where she focuses on AI, data, infrastructure, and devops. Previously, she was the cofounder of Nimble and the CEO at Interlaced. She got her MBA at Stanford and is a guest lecturer there as well. In this episode, we cover a range of topics including: - Delivery models for AI businesses (BYOML and MLaaS) - Your viewpoint on companies building AI compute infrastructure - Consumer software in AI - AI-infused software development applications - Cost structure of ML businesses vs SaaS businesses - Application companies vs full stack companies in AI - AI market trends - How do you evaluate investment opportunities Jill's favorite books: High Growth Handbook, Silent Killer (by Beverly Barton) -------- Where to find Prateek Joshi: Newsletter: https://prateekjoshi.substack.com Website: https://prateekj.com LinkedIn: https://www.linkedin.com/in/prateek-joshi-91047b19 Twitter: https://twitter.com/prateekvjoshi…
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Infinite Curiosity Pod with Prateek Joshi
1 Federated Learning, Healthcare AI | Ittai Dayan, cofounder of Rhino Health 32:22
32:22 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי32:22
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיIttai Dayan is the cofounder and CEO of Rhino Health. It's a platform powered by federated learning and edge compute technology that allows the scaling of data between different institutions without sharing data or compromising privacy. Prior to that, he has held roles at Harvard Medical School, Mass General Brigham, BCG, and Israeli Defense Forces. In this episode, we cover a range of topics including: - What is federated learning - How federated learning is used in healthcare - How is AI being used in medicine and healthcare - Lifecycle of healthcare AI - Tackling algorithmic bias Ittai's favorite book: The Story of San Michele by Axel Munthe -------- Where to find Prateek Joshi: Newsletter: https://prateekjoshi.substack.com Website: http://prateekj.com LinkedIn: https://www.linkedin.com/in/prateek-joshi-91047b19 Twitter: https://twitter.com/prateekvjoshi…
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Infinite Curiosity Pod with Prateek Joshi
1 Investing in open source startups | Amanda Robson, Partner at Cowboy Ventures 37:31
37:31 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי37:31
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיAmanda Robson is a partner at Cowboy Ventures. She works with enterprise companies focusing on software infrastructure companies. She has a passion for open source companies and co-hosts the Open Source Startup Podcast. Before joining Cowboy, she was an early-stage investor at Norwest where she worked with a number of enterprise software companies including 6 River Systems, Fossa, and Dremio. She is the proud founder of Modern Angels - a community and database of 200+ female and non-binary angel investors. She also co-leads the VC Champions program for All Raise, and co-chairs NextGen Partners, an organization that helps up-and-coming investors get the support and access they need to be successful. In this episode, we cover a range of topics including: - How she got into VC - Open source projects - How she invests in open source companies - Software infrastructure market landscape - Investment framework - Trends in AI/ML - The role of AI in software infrastructure -------- Where to find Prateek Joshi: Newsletter: https://prateekjoshi.substack.com Website: http://prateekj.com LinkedIn: https://www.linkedin.com/in/prateek-joshi-91047b19 Twitter: https://twitter.com/prateekvjoshi…
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Infinite Curiosity Pod with Prateek Joshi
1 AI Market Structure | Pauline Yang, Partner at Altimeter Capital 45:33
45:33 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי45:33
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיPauline Yang is a partner at Altimeter Capital, a tech-focused crossover firm based in Menlo Park. She joined the team in 2017 and has worked on investments in Confluent, Epic Games, Gitlab, H1, Reify Health, Transposit, Unity, UiPath, and Workato. Prior to joining Altimeter, she was an investor at Berkshire Partners, a middle-market private equity firm where she focused on vertical software and consumer investments. She began her career working on M&A transactions at Blackstone. She graduated from Dartmouth College with a BA in economics. In this episode, we cover a range of topics including: - How she got into VC - Investment framework at crossover funds - Trends in AI/ML - Killer apps in AI - AI infrastructure - Generative AI -------- Where to find Prateek Joshi: Newsletter: https://prateekjoshi.substack.com Website: http://prateekj.com LinkedIn: https://www.linkedin.com/in/prateek-joshi-91047b19 Twitter: https://twitter.com/prateekvjoshi…
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Infinite Curiosity Pod with Prateek Joshi
1 State of play in AI research | Sebastian Raschka, Bestselling AI Author and Educator 41:19
41:19 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי41:19
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיSebastian Raschka is one of the most well known AI authors in the world. He is an AI researcher with a strong passion for education. As Lead AI Educator at Lightning AI, he is making AI more accessible and teaching people how to utilize AI at scale. He's been an Assistant Professor of Statistics at the University of Wisconsin-Madison, focusing on deep learning research. You can learn more about him on his website . In this episode, we cover a range of topics including: - Framework for writing great books - State of play in AI research - AI to analyze protein structure - Killer apps in AI - AI infrastructure - How he chooses tools for his projects - His outlook on generative AI -------- Where to find Prateek Joshi: Newsletter: https://prateekjoshi.substack.com Website: http://prateekj.com LinkedIn: https://www.linkedin.com/in/prateek-joshi-91047b19 Twitter: https://twitter.com/prateekvjoshi…
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Infinite Curiosity Pod with Prateek Joshi
1 Generative AI Index | Max Abram, Investor at Scale Venture Partners 37:49
37:49 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי37:49
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיMax Abram is an investor at Scale Venture Partners, a VC firm with investments in companies like HubSpot, Box, DocuSign, and more. He was previously at Kayne Anderson's growth equity group. He holds a degree from the University of Pennsylvania where he was a varsity lightweight rower. He is an endurance athlete, which comes in handy in venture. He spends free time reading fiction and exploring his new home base in the SF Bay Area. In this episode, we cover a range of topics including: - Generative AI index - Use cases he's excited by - His learnings as an investor - Trends he's witnessing in the AI market -------- Where to find Prateek Joshi: Newsletter: https://prateekjoshi.substack.com Website: http://prateekj.com LinkedIn: https://www.linkedin.com/in/prateek-joshi-91047b19 Twitter: https://twitter.com/prateekvjoshi…
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Infinite Curiosity Pod with Prateek Joshi
1 ML testing landscape, Edge cases, ML testing methods, The role of synthetic data | Svet Penkov, cofounder of Efemarai 35:29
35:29 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי35:29
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיSvet Penkov is the cofounder and CEO of Efemarai, a platform to test and improve machine learning code. He is the chairman of the board at AI Cluster Bulgaria. And he has a PhD in Robotics and AI. In this episode, we cover a range of topics including: - Why we need ML testing - ML testing methods - How did he discover the problem that led to launching Efemarai - The role of synthetic data in testing - Edge cases - Building reliability into ML pipelines -------- Where to find Prateek Joshi: Newsletter: https://prateekjoshi.substack.com Website: http://prateekj.com LinkedIn: https://www.linkedin.com/in/prateek-joshi-91047b19 Twitter: https://twitter.com/prateekvjoshi…
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Infinite Curiosity Pod with Prateek Joshi
1 On-device ML, Generative AI | Sujith Ravi, founder of SliceX AI 46:15
46:15 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי46:15
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיSujith Ravi is the founder and CEO of SliceX AI, a platform that allows you to train and deploy AI models across devices and use cases. Previously, he founded and headed multiple ML teams at Google AI and Amazon Alexa. It spanned conversational AI, graph & deep learning, and on-device machine learning technologies. These products are used by billions of people in Search, Ads, Assistant, Gmail, Photos, Android, Cloud, and YouTube. At Google, he invented ML technologies like Smart Reply for conversational AI; Web and Image Search; On-Device ML in Android and Assistant; Neural Structured Learning in TensorFlow; Learn2 Compress for Google Cloud; and TensorFlow Lite for edge devices. In this episode, we cover a range of topics including: - How to build ML products - How to deploy ML on edge devices - Key constraints of on-device ML - AI-powered content generation -------- Where to find Prateek Joshi: Newsletter: https://prateekjoshi.substack.com Website: http://prateekj.com LinkedIn: https://www.linkedin.com/in/prateek-joshi-91047b19…
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Infinite Curiosity Pod with Prateek Joshi
1 Investing in Generative AI, The role of compute, The State of AI report, Biology | Nathan Benaich, founder of Air Street Capital 44:05
44:05 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי44:05
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיNathan Benaich is the founder of Air Street Capital, a venture capital firm investing in AI-first technology and life science companies. He is the coauthor of State of AI report, an annual report that analyses the most interesting developments in AI. He has degrees from University of Oxford and University of Cambridge. In this episode, we cover a range of topics including: - How he got into VC - How he evaluates AI startups - His decision making framework for investments - His views on generative AI - Legal and copyright issues - Creating business value with AI - Future trends in the AI market -------- Where to find Prateek Joshi: Newsletter: https://prateekjoshi.substack.com Website: http://prateekj.com LinkedIn: https://www.linkedin.com/in/prateek-joshi-91047b19…
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Infinite Curiosity Pod with Prateek Joshi
1 Investing in AI startups, Large Language Models, Robotics, Future of Generative AI | Rob Toews, partner at Radical VC 46:20
46:20 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי46:20
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיRob Toews is a partner at Radical Ventures, a VC firm that invests in world's leading AI startups. Rob leads their investment efforts in the San Francisco Bay Area. He was previously at Highland Capital focusing on AI investments. He was in an operational role at Zoox, an autonomous vehicle company that got acquired by Amazon for $1.3B. He is an AI columnist at Forbes. He has a bachelors degree from Stanford. And an MBA and JD from Harvard. In this episode, we cover a range of topics including: - How he got into VC - How he evaluates AI startups - His decision making framework for investments - The business of AI - Generative AI, Large language models, Robotics, and MLOps - Future trends in AI -------- Where to find Prateek Joshi: Newsletter: https://prateekjoshi.substack.com Website: http://prateekj.com LinkedIn: https://www.linkedin.com/in/prateek-joshi-91047b19…
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Infinite Curiosity Pod with Prateek Joshi
1 Human Centered Design In AI | Helen and Dave Edwards, cofounders of Sonder Studio 1:03:52
1:03:52 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי1:03:52
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיHelen and Dave Edwards are serial entrepreneurs. As a husband and wife team, they have built 5 companies together. They're currently the founders of Sonder Studio, a company focused on helping humans succeed in the digital age. In 2017, they sold their AI market research firm Intelligentsia to Atlantic Media. In this episode, we cover a range of topics including: - human centered design - working as a husband and wife team - how to bring AI into a business - company building - building AI products -------- Where to find Prateek Joshi: Newsletter: https://prateekjoshi.substack.com Website: http://prateekj.com LinkedIn: https://www.linkedin.com/in/prateek-joshi-91047b19…
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Infinite Curiosity Pod with Prateek Joshi
1 Prompt engineering, generative AI | Mihail Eric, founder of Confetti AI and Pametan Data Innovation 45:13
45:13 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי45:13
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיMihail Eric is the founder of Pametan Data Innovation, a consultancy firm that helps companies deliver machine learning and data-driven solutions to their hardest problems with a special focus on NLP, recommendation systems, tabular data, and computer vision. He's also the founder of Confetti AI, the premier educational platform for practitioners learning the skills to succeed in their machine learning and data science careers. It was recently acquired by Towards AI. He has helped start teams at RideOS and Amazon Alexa. In this episode, we cover a range of topics including: - What is a prompt and why does it have to be engineered - The role of signifiers - The problem of repetitive loops - LLMs - Analogies - Few shot and zero shot prompting - Biases - Security issues in LLMs -------- Where to find Prateek Joshi: Newsletter: https://prateekjoshi.substack.com Website: http://prateekj.com LinkedIn: https://www.linkedin.com/in/prateek-joshi-91047b19…
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Infinite Curiosity Pod with Prateek Joshi
1 Search engines, the role of ML in enterprise search, 0-1 phase of building products | Debarghya Das, Founding engineer at Glean 42:07
42:07 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי42:07
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיDebarghya Das is the founding engineer at Glean. It's an enterprise search startup that recently raised at a billion dollar valuation from Sequoia, General Catalyst, Kleiner Perkins, and Lightspeed. He has previously held roles at Google and Facebook where he worked on their search products. In this episode, we cover a range of topics including: - Key takeaways from being on the founding team - The 0-1 phase of building products - Working with early customers - Opportunities for future search products - Search quality - Developing good product sense - Infusing intelligence into products -------- Where to find Prateek Joshi: Newsletter: https://prateekjoshi.substack.com Website: http://prateekj.com LinkedIn: https://www.linkedin.com/in/prateek-joshi-91047b19…
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Infinite Curiosity Pod with Prateek Joshi
1 Data observability, creating open source software, being a founder, being an author | Andy Petrella, cofounder of Kensu 38:20
38:20 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי38:20
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיAndy Petrella is the cofounder of Kensu, a data observability solution that offers companies the opportunity to monitor their data usage. He is the creator of Spark Notebook, an open-source software for data engineers and scientists using Spark and Scala. He is the author of the book Fundamentals of Data Observability. He has built a fantastic career in data over the last 16 years. In this episode, we cover a range of topics including: - data observability - being a founder - being an author - creating open source software - Kensu's unique approach "Data Observability Driven Development" -------- Where to find Prateek Joshi: Newsletter: https://prateekjoshi.substack.com Website: http://prateekj.com LinkedIn: https://www.linkedin.com/in/prateek-joshi-91047b19…
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Infinite Curiosity Pod with Prateek Joshi
1 Explainable AI, model monitoring, observability | Krishna Gade, CEO of Fiddler AI 47:15
47:15 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי47:15
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיKrishna Gade is the cofounder and CEO of Fiddler AI. They provide an explainable monitoring solution for production AI systems. Fiddler has been featured on Forbes AI 50 startups in 2020 and was awarded Technology Pioneer by World Economic Forum. He has previously held engineering leadership roles at Microsoft, Twitter, Pinterest, and Meta. In this episode, we cover a range of topics including: - model monitoring - explainability - what they are building at Fiddler - how they got their first 5 customers - key takeaways on company building - how to maintain product discipline in enterprise SaaS -------- Where to find Prateek Joshi: Newsletter: https://prateekjoshi.substack.com Website: http://prateekj.com LinkedIn: https://www.linkedin.com/in/prateek-joshi-91047b19…
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Infinite Curiosity Pod with Prateek Joshi
1 Conversation intelligence | Greg Tapper, CEO of PatternAI 41:59
41:59 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי41:59
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיGreg Tapper is the cofounder and CEO of PatternAI. They provide conversation intelligence for the enterprise. He was previously the founder and CEO of New Global, which he successfully sold to a large company after running it for 11 years. He's been a management consultant, most recently at McKinsey. He has degrees from UC Berkeley and Harvard. In this episode, we cover a range of topics including: - conversation intelligence - being a second time founder - what they are building at PatternAI - how they got their first 5 customers - how to choose your customers in the early days - how to maintain product discipline as you scale a company -------- Where to find Prateek Joshi: Newsletter: https://prateekjoshi.substack.com Website: http://prateekj.com LinkedIn: https://www.linkedin.com/in/prateek-joshi-91047b19…
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Infinite Curiosity Pod with Prateek Joshi
1 AI on the blockchain, decentralized AI research, incentivized computer networks | Ala Shaabana, cofounder of Bittensor 40:44
40:44 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי40:44
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיAla Shaabana is the cofounder of Bittensor, an open-source protocol that powers a decentralized machine learning network. He has a PhD in computer science and has previously held roles at Instacart and VMware. In this episode, we cover a range of topics including: - Shortcomings of centralized AI - How to decentralize AI research - Incentivized computer networks - What they're building at Bittensor - Putting AI on the blockchain - Decentralized governance -------- Where to find Prateek Joshi: Newsletter: https://prateekjoshi.substack.com Website: http://prateekj.com LinkedIn: https://www.linkedin.com/in/prateek-joshi-91047b19…
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Infinite Curiosity Pod with Prateek Joshi
1 AI observability, being a founder, measuring the ROI of a product | Alessya Visnjic, CEO of WhyLabs 51:31
51:31 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי51:31
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיAlessya Visnjic is the cofounder and CEO of WhyLabs, which is an AI and data observability platform. She was previously a CTO-in-residence at the Allen Institute. Prior to that, she spent 9 years at Amazon building various machine learning products. In this episode, we cover a range of topics including: - AI observability - Being a founder - Getting the first 5 customers - How does an AI model fail - How to validate the problem as a founder - How to measure the ROI of your product -------- Where to find Prateek Joshi: Newsletter: https://prateekjoshi.substack.com Website: http://prateekj.com LinkedIn: https://www.linkedin.com/in/prateek-joshi-91047b19…
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Infinite Curiosity Pod with Prateek Joshi
1 Getting into VC, ML infrastructure trends, generative AI on content platforms, product management at startups | Rak Garg 43:52
43:52 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי43:52
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיRak Garg is an investor at Bain Capital Ventures focusing on companies in infrastructure tools, machine learning, and cybersecurity. He was previously a product lead at Atlassian and Redfin. In this episode, we cover a range of topics including: - how he got into venture capital - key learnings from working with startups - trends in the ML infrastructure space - generative AI - how content platforms should look at AI generated content - product management at early stage startups -------- Where to find Prateek Joshi: Newsletter: https://prateekjoshi.substack.com Website: http://prateekj.com LinkedIn: https://www.linkedin.com/in/prateek-joshi-91047b19…
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Infinite Curiosity Pod with Prateek Joshi
1 ML in cybersecurity, founding a startup, 0-1 phase of building ML products | Howie Xu, VP of AI/ML at Zscaler 42:44
42:44 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי42:44
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיHowie Xu is the VP of Machine Learning and AI at Zscaler. He was previously the cofounder and CEO of TrustPath where they built a product to transform security with ML. He's a guest lecturer at Stanford and serves on the boards of startups. He was an EIR at Greylock. He is the Founder of VMware networking team, which went on to build legendary products. In this episode, we cover a range of topics including: - Why do we need ML in cybersecurity - The 0-1 phase of building a product and taking it to market - Being a founder - Validating the problem as a founder - How to get the first 5 customers - Company building - How to incorporate ML into your product -------- Where to find Prateek Joshi: Newsletter: https://prateekjoshi.substack.com Website: http://prateekj.com LinkedIn: https://www.linkedin.com/in/prateek-joshi-91047b19…
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Infinite Curiosity Pod with Prateek Joshi
1 Data governance | Peggy Tsai, Chief Data Officer at BigID 32:54
32:54 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי32:54
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיPeggy Tsai is the Chief Data Officer at BigID, where they provide data intelligence that enables companies to know their data for privacy, protection, and governance. Over the last 15 years, she has held data leadership roles at S&P Global Ratings, Morgan Stanley, and AIG. In this episode, we cover a range of topics including: - data governance - building a data strategy - how to protect data - how to measure data quality - how to build a good career -------- Where to find Prateek Joshi: Newsletter: https://prateekjoshi.substack.com Website: http://prateekj.com LinkedIn: https://www.linkedin.com/in/prateek-joshi-91047b19…
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Infinite Curiosity Pod with Prateek Joshi
1 Being the first engineer at a unicorn, founding an AI startup, being a VC | Jay Madheswaran 38:01
38:01 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי38:01
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיJay Madheswaran is the founder and CEO of Butler Labs, a platform that helps developers turn AI into easy to use APIs. He was previously a partner at Lightspeed, one of the most successful VC firms in the world. Before that, he was the first engineer at Rubrik, which went to become a multibillion dollar company. In this episode, we cover a range of topics including: - his learnings as the first engineer at Rubrik and being there during the 0-1 phase - how he evaluates companies as a VC - how to equip software engineers to use AI tools - what he's building at Butler Labs - how they validated the problem with their customers - how they got their first 5 customers - trends in ML infrastructure - product discipline in ML -------- Where to find Prateek Joshi: Newsletter: https://prateekjoshi.substack.com Website: http://prateekj.com LinkedIn: https://www.linkedin.com/in/prateek-joshi-91047b19…
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Infinite Curiosity Pod with Prateek Joshi
1 AI alignment, Superintelligence, AI safety | Jeremie Harris 41:47
41:47 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי41:47
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיJeremie Harris is the cofounder of Gladstone AI where they're working on AI safety and security. He's the host of the Towards Data Science podcast. He was previously the cofounder of SharpestMinds, a marketplace for one-on-one income share agreements. He was pursuing a PhD in quantum mechanics when he decided to jump into AI. In this episode, we cover a range of topics including: - AI safety and security - AI policy - Working with governments - Superintelligence - AI alignment problem -------- Where to find Prateek Joshi: Newsletter: https://prateekjoshi.substack.com Website: http://prateekj.com LinkedIn: https://www.linkedin.com/in/prateek-joshi-91047b19…
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Infinite Curiosity Pod with Prateek Joshi
1 Data product pyramid, data product marketplace, data mesh | Jon Cooke 38:52
38:52 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי38:52
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיJon Cooke is the founder of Dataception. It's a consulting firm that helps organizations build data and AI solutions to accelerate decision making. He has previously held leadership roles in Databricks, PwC, and Rule Financial. In this episode, we cover a range of topics including: - data product pyramid - data product marketplace - data mesh - how business teams should communicate with data teams -------- Where to find Prateek Joshi: Newsletter: https://prateekjoshi.substack.com Website: http://prateekj.com LinkedIn: https://www.linkedin.com/in/prateek-joshi-91047b19…
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Infinite Curiosity Pod with Prateek Joshi
1 Building a collaborative data platform, founding a startup, product design, engaging users, how will data roles evolve in the future | Oliver Hughes 37:51
37:51 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי37:51
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיOliver Hughes is the cofounder and CEO of Count. It's a collaborative data platform that helps teams work with data. He was previously at Tesco and graduated from University of Cambridge. In this episode, we cover a range of topics including: - What is data collaboration - How to build a collaborative product for ML teams - What he's building at Count - Key takeaways from being a founder - How to engage users - How they got their first 10 customers - How data roles will evolve in the future -------- Where to find Prateek Joshi: Newsletter: https://prateekjoshi.substack.com Website: http://prateekj.com LinkedIn: https://www.linkedin.com/in/prateek-joshi-91047b19…
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Infinite Curiosity Pod with Prateek Joshi
1 Data observability, building a data startup, how to do customer discovery | Egor Gryaznov 43:41
43:41 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי43:41
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיEgor Gryaznov is the cofounder and CTO of Bigeye. It's a data observability platform that helps teams measure and improve data quality. Before that, he was at Uber where he scaled the company's first data warehouse, supporting thousands of internal users and mission-critical workloads. In this episode, we cover a range of topics including: - Key takeaways on being a founder - What he's building now at Bigeye - How to do customer discovery - Why do we need data observability - How to measure data quality - What is data reliability - What should early stage ML practitioners spend their time on -------- Where to find Prateek Joshi: Newsletter: https://prateekjoshi.substack.com Website: http://prateekj.com LinkedIn: https://www.linkedin.com/in/prateek-joshi-91047b19…
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Infinite Curiosity Pod with Prateek Joshi
1 Synthetic data, quality profiling, building a data startup | Fabiana Clemente 29:51
29:51 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי29:51
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיFabiana Clemente is the cofounder and CEO of YData, a startup that's provides a data-centric platform to accelerates AI development by improving the quality of training datasets. She's a founding member of Synthetic Data Community and AI Infrastructure Alliance. You can check out Data-Centric AI community and YData's open source offering . In this episode, we cover a range of topics including: - Synthetic data generation - Data quality - Quality profiling - Being a founder - How they got their first 5 customers - How to maintain product discipline as you serve bigger customers -------- Where to find Prateek Joshi: Newsletter: https://prateekjoshi.substack.com Website: http://prateekj.com LinkedIn: https://www.linkedin.com/in/prateek-joshi-91047b19…
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Infinite Curiosity Pod with Prateek Joshi
1 Building an open source startup, programming hygiene for ML practitioners, product discipline | Ketan Umare 33:55
33:55 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי33:55
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיKetan Umare is the cofounder and CEO of Union AI, a startup that's building a ML and Data Orchestration product powered by Flyte. They've raised $10M in funding led by NEA. Prior to this, he was at Lyft for 5 years where he created Flyte, an open source tool to automate ML and data workflows. In this episode, we cover a range of topics including: - Creating open source tools - Launching a startup - Business model of open source companies - Product discipline in early stage startups - Programming hygiene for ML practitioners…
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Infinite Curiosity Pod with Prateek Joshi
1 Investing in ML startups, building ML products, startup opportunities in ML | Leigh Marie Braswell 31:46
31:46 הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתי31:46
הפעל מאוחר יותר הפעל מאוחר יותר רשימות לייק אהבתיLeigh Marie Braswell is an investor at Founders Fund, one of the most successful VC firms in the world. Prior to that, she was one of the first 10 team members at Scale AI. A startup which is currently valued at more than $7 Billion. She was an ML engineer at Google before that. She has a degree from MIT and loves to play poker. In this episode, we cover a range of topics including: - Key learnings during her time at Scale AI - How she identifies promising startups - Startup opportunities in ML infrastructure - Large Language Models - Applications of ML - Product management at AI startups -------- Where to find Prateek Joshi: Newsletter: https://prateekjoshi.substack.com Website: http://prateekj.com LinkedIn: https://www.linkedin.com/in/prateek-joshi-91047b19…
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