The Intersection of LLMs, Knowledge Graphs, and Query Generation

The Data Exchange with Ben Lorica

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תוכן מסופק על ידי Ben Lorica. כל תוכן הפודקאסטים כולל פרקים, גרפיקה ותיאורי פודקאסטים מועלים ומסופקים ישירות על ידי Ben Lorica 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.

Good Moms Bad Choices

1
5 Ways To Rethink Dating 1:36:55

לפני 17 weeks1:36:55

הפעל מאוחר יותר

רשימות

לייק

אהבתי

1:36:55

What’s up, Tribe, and welcome back to Good Moms Bad Choices! January was amazing, but its time to turn the page on the calendar and embrace beautiful new energy as we enter ‘The Journey of Love February.’ This month is all about the heart - join Erica and Milah to catch up and discuss what’s new in the world of motherhood, marriage, and amor! In this week’s episode, the ladies offer witty and sharp perspectives about personal growth in love, supporting your kids through their friend drama, and how to honor your true needs in a partnership. Mama Bear to the Rescue! The Good Moms discuss protective parenting and helping your kids fight their battles (8:00) Bad Choice of the Week: Help! My kids saw me in my lingerie! (20:00) My Happily Ever After: Erica and Milah discuss the prospect of marriage, dreams of becoming a housewife, and the top 5 ways to be confident in love (32:00) Yoni Mapping: Releasing Trauma and Increasing Pleasure (57:00) Its OK to fuck up, but also, what do you (really) bring to the table: The Good Moms have an honest discussion about finding accountability and growth before love (1:03:00) Watch This episode & more on YouTube! Catch up with us over at Patreon and get all our Full visual episodes, bonus content & early episode releases. Join our private Facebook group! Let us help you! Submit your advice questions, anonymous secrets or vent about motherhood anonymously! Submit your questions Connect With Us: @GoodMoms_BadChoices @TheGoodVibeRetreat @Good.GoodMedia @WatchErica @Milah_Mapp Official GMBC Music: So good feat Renee, Trip and http://www.anthemmusicenterprises.com Join us this summer in paradise at the Good Vibe Rest+Vibe Retreat in Costa Rica July 31- August 5 August 8 - August 13 See omnystudio.com/listener for privacy information.…

לפני שנה 57:45

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Semih Salihoglu is an Associate Professor at University of Waterloo, and co-creator of Kuzu an open source embeddable property graph database management system. This episode explores the use of large language models (LLMs) for generating queries across different query languages like SQL and Cypher for graphs.
Subscribe to the Gradient Flow Newsletter: https://gradientflow.substack.com/
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Detailed show notes can be found on The Data Exchange web site.

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#Business News #News #Tech News #Ben Lorica #Data #Machine Learning #Data Science #Data Engineering #Cloud Computing #Tech

The Data Exchange with Ben Lorica

The Intersection of LLMs, Knowledge Graphs, and Query Generation

The Data Exchange with Ben Lorica

81 subscribers

published לפני שנה

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MP3•בית הפרקים

286 פרקים

#Business News #News #Tech News #Ben Lorica #Data #Machine Learning #Data Science #Data Engineering #Cloud Computing #Tech

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The Data Exchange with Ben Lorica

1
The Highly Uncertain Future of OpenAI’s Dominance 54:07

לפני 7 ימים54:07

54:07

Dan Schwarz (CEO & Co-Founder, Futuresearch ) explains why his firm finds OpenAI’s $125 billion revenue projection highly implausible, citing fierce competition, pressure on ChatGPT/API revenue, and fleeting technical advantages. Subscribe to the Gradient Flow Newsletter 📩 https://gradientflow.substack.com/ Subscribe: Apple · Spotify · Overcast · Pocket Casts · AntennaPod · Podcast Addict · Amazon · RSS . Detailed show notes - with links to many references - can be found on The Data Exchange web site .…

The Data Exchange with Ben Lorica

1
Beyond Guardrails: Defending LLMs Against Sophisticated Attacks 44:31

לפני 14 ימים44:31

44:31

Jason Martin is an AI Security Researcher at HiddenLayer . This episode explores “policy puppetry,” a universal attack technique bypassing safety features in all major language models using structured formats like XML or JSON. Subscribe to the Gradient Flow Newsletter 📩 https://gradientflow.substack.com/ Subscribe: Apple · Spotify · Overcast · Pocket Casts · AntennaPod · Podcast Addict · Amazon · RSS . Detailed show notes - with links to many references - can be found on The Data Exchange web site .…

The Data Exchange with Ben Lorica

1
Navigating the Generative AI Maze in Business 49:35

לפני 21 ימים49:35

49:35

Evangelos Simoudis is Managing Director at Synapse Partners , a firm that helps corporations apply AI and invests in startups developing data-driven AI applications. This episode explores the current state of enterprise AI adoption, distinguishing between the steady progress of traditional AI and the experimental phase of generative AI. Subscribe to the Gradient Flow Newsletter 📩 https://gradientflow.substack.com/ Subscribe: Apple · Spotify · Overcast · Pocket Casts · AntennaPod · Podcast Addict · Amazon · RSS . Detailed show notes - with links to many references - can be found on The Data Exchange web site .…

The Data Exchange with Ben Lorica

1
The Practical Realities of AI Development 37:30

לפני 28 ימים37:30

37:30

Lin Qiao , CEO of Fireworks AI , dives into the practical challenges AI developers face, from UX/DX hurdles to complex systems engineering. Discover key trends like the convergence of open-source and proprietary models, the rise of agentic workflows, and strategies for optimizing quality, speed, and cost. Subscribe to the Gradient Flow Newsletter 📩 https://gradientflow.substack.com/ Subscribe: Apple · Spotify · Overcast · Pocket Casts · AntennaPod · Podcast Addict · Amazon · RSS . Detailed show notes - with links to many references - can be found on The Data Exchange web site .…

The Data Exchange with Ben Lorica

1
Beyond the Demo: Building AI Systems That Actually Work 27:36

לפני 5 weeks27:36

27:36

Hamel Husain is the founder of Parlance Labs . He discusses how successful AI implementation requires fundamental data science skills often overlooked in current educational resources that focus too heavily on tools and frameworks. Subscribe to the Gradient Flow Newsletter 📩 https://gradientflow.substack.com/ Support our work by leaving a small tip 💰 https://buymeacoffee.com/gradientflow Subscribe: Apple · Spotify · Overcast · Pocket Casts · AntennaPod · Podcast Addict · Amazon · RSS . Detailed show notes - with links to many references - can be found on The Data Exchange web site .…

The Data Exchange with Ben Lorica

1
Vibe Coding and the Rise of AI Agents: The Future of Software Development is Here 36:35

לפני 6 weeks36:35

36:35

Steve Yegge is an evangelist at Sourcegraph , a startups that is industrializing software development with AI agents. This episode explores the paradigm shift in software development with the rise of “vibe coding” and AI agents, moving beyond traditional code completion. It discusses how developers are transitioning from line-by-line coding to orchestrating AI, emphasizing the crucial need for trust, verification, and new skill sets like AI engineering and humanities. Subscribe to the Gradient Flow Newsletter 📩 https://gradientflow.substack.com/ Subscribe: Apple · Spotify · Overcast · Pocket Casts · AntennaPod · Podcast Addict · Amazon · RSS . Detailed show notes - with links to many references - can be found on The Data Exchange web site .…

The Data Exchange with Ben Lorica

1
2025 Artificial Intelligence Index 51:44

לפני 7 weeks51:44

51:44

Nestor Maslej is a Research Manager at Stanford's HAI , and editor-in-chief of the 2025 AI Index Report . Subscribe to the Gradient Flow Newsletter 📩 https://gradientflow.substack.com/ Support our work by leaving a small tip 💰 https://buymeacoffee.com/gradientflow Subscribe: Apple · Spotify · Overcast · Pocket Casts · AntennaPod · Podcast Addict · Amazon · RSS . Detailed show notes - with links to many references - can be found on The Data Exchange web site .…

The Data Exchange with Ben Lorica

1
How AI is Transforming Talent Development 28:30

לפני 8 weeks28:30

28:30

Workera founder, Kian Katanforoosh , discusses how skills verification has evolved into a critical market focused on both assessment and professional development. Subscribe to the Gradient Flow Newsletter 📩 https://gradientflow.substack.com/ Subscribe: Apple · Spotify · Overcast · Pocket Casts · AntennaPod · Podcast Addict · Amazon · RSS . Detailed show notes - with links to many references - can be found on The Data Exchange web site .…

The Data Exchange with Ben Lorica

1
Prompts as Functions: The BAML Revolution in AI Engineering 38:49

לפני 9 weeks38:49

38:49

David Hughes , Principal Data & AI Solution Architect at Enterprise Knowledge . Our discussion centers on BAML , a domain-specific language that transforms prompts into structured functions with defined inputs and outputs, enabling developers to create more deterministic and maintainable AI applications. Subscribe to the Gradient Flow Newsletter 📩 https://gradientflow.substack.com/ Support our work by leaving a small tip 💰 https://buymeacoffee.com/gradientflow Subscribe: Apple · Spotify · Overcast · Pocket Casts · AntennaPod · Podcast Addict · Amazon · RSS . Detailed show notes - with links to many references - can be found on The Data Exchange web site .…

The Data Exchange with Ben Lorica

1
Building the Operating System for AI Agents 45:42

לפני 10 weeks45:42

45:42

Chi Wang is co-creator of AG2 , and a Senior Staff Research Scientist, Google DeepMind. This episode explores AG2 , an open-source “agent OS” that provides infrastructure for developers to build sophisticated multi-agent AI systems. Subscribe to the Gradient Flow Newsletter 📩 https://gradientflow.substack.com/ Subscribe: Apple · Spotify · Overcast · Pocket Casts · AntennaPod · Podcast Addict · Amazon · RSS . Detailed show notes - with links to many references - can be found on The Data Exchange web site .…

The Data Exchange with Ben Lorica

1
Bridging the AI Agent Prototype-to-Production Chasm 38:40

לפני 11 weeks38:40

38:40

Ilan Kadar is co-founder and CEO of Plurai . This episode introduces IntellAgent , an open-source platform designed to address these challenges through synthetic data generation, knowledge graph construction, and reinforcement learning for agent optimization. Subscribe to the Gradient Flow Newsletter 📩 https://gradientflow.substack.com/ Support our work by leaving a small tip 💰 https://buymeacoffee.com/gradientflow Subscribe: Apple · Spotify · Overcast · Pocket Casts · AntennaPod · Podcast Addict · Amazon · RSS . Detailed show notes - with links to many references - can be found on The Data Exchange web site .…

The Data Exchange with Ben Lorica

1
The Evolution of Reinforcement Fine-Tuning in AI 45:45

לפני 12 weeks45:45

45:45

Travis Addair is Co-Founder & CTO at Predibase . In this episode, the discussion centers on transforming pre-trained foundation models into domain-specific assets through advanced customization techniques. Subscribe to the Gradient Flow Newsletter 📩 https://gradientflow.substack.com/ Support our work by leaving a small tip 💰 https://buymeacoffee.com/gradientflow Subscribe: Apple · Spotify · Overcast · Pocket Casts · AntennaPod · Podcast Addict · Amazon · RSS . Detailed show notes - with links to many references - can be found on The Data Exchange web site .…

The Data Exchange with Ben Lorica

1
Beyond GPUs: Cerebras’ Wafer-Scale Engine for Lightning-Fast AI Inference 39:26

לפני 13 weeks39:26

39:26

Hagay Lupesko is the SVP for AI Inference at Cerebras Systems . Subscribe to the Gradient Flow Newsletter 📩 https://gradientflow.substack.com/ Support our work by leaving a small tip 💰 https://buymeacoffee.com/gradientflow Subscribe: Apple · Spotify · Overcast · Pocket Casts · AntennaPod · Podcast Addict · Amazon · RSS . Detailed show notes - with links to many references - can be found on The Data Exchange web site .…

The Data Exchange with Ben Lorica

1
The Future of AI: Regulation, Foundation Models & User Experience 47:42

לפני 14 weeks47:42

47:42

This is our semi-regular conversation on topics in AI and Technology with Paco Nathan , the founder of Derwen , a boutique consultancy focused on Data and AI. Subscribe to the Gradient Flow Newsletter : https://gradientflow.substack.com/ Subscribe: Apple • Spotify • Overcast • Pocket Casts • AntennaPod • Podcast Addict • Amazon • RSS . Detailed show notes - with links to many references - can be found on The Data Exchange web site .…

The Data Exchange with Ben Lorica

1
The AI Agent Rundown: 10 Things to Know Now 24:01

לפני 15 weeks24:01

24:01

This episode explores the rapidly evolving world of AI agents, covering topics from GUI-based interaction and layered architectures to modular design, safety, and real-world deployment challenges. This episode relies on visuals, to view the visual presentation, go to the Youtube version: https://www.youtube.com/watch?v=FsmBYBqQMIo Subscribe to the Gradient Flow Newsletter : https://gradientflow.substack.com/ Subscribe: Apple • Spotify • Overcast • Pocket Casts • AntennaPod • Podcast Addict • Amazon • RSS . Detailed show notes - with links to many references - can be found on The Data Exchange web site .…

The Data Exchange with Ben Lorica

1
Why ‘Structure’ Is All You Need: A Deep Dive into Next-Gen AI Retrieval 32:27

לפני 16 weeks32:27

32:27

Tom Smoker is the co-founder of WhyHow.ai , a startup that transforms unstructured data into structured knowledge, including knowledge graphs, enabling enterprises to deploy accurate and explainable AI solutions with its open-source graph tooling. Subscribe to the Gradient Flow Newsletter 📩 https://gradientflow.substack.com/ Support our work by leaving a small tip 💰 https://buymeacoffee.com/gradientflow Subscribe: Apple · Spotify · Overcast · Pocket Casts · AntennaPod · Podcast Addict · Amazon · RSS . Detailed show notes - with links to many references - can be found on The Data Exchange web site .…

The Data Exchange with Ben Lorica

1
Why Legal Hurdles Are the Biggest Barrier to AI Adoption 38:57

לפני 17 weeks38:57

38:57

Andrew Burt is CEO of Luminos AI , a startup that provides AI and legal teams the tools they need to reduce AI liabilities and sign off on AI risks. Subscribe to the Gradient Flow Newsletter 📩 https://gradientflow.substack.com/ Support our work by leaving a small tip 💰 https://buymeacoffee.com/gradientflow Subscribe: Apple · Spotify · Overcast · Pocket Casts · AntennaPod · Podcast Addict · Amazon · RSS . Detailed show notes - with links to many references - can be found on The Data Exchange web site .…

The Data Exchange with Ben Lorica

1
Unlocking Spreadsheet Intelligence with AI 47:54

לפני 18 weeks47:54

47:54

Hjalmar Gislason is founder and CEO of Grid , a startup focused on bringing spreadsheets into the AI-first era. Subscribe to the Gradient Flow Newsletter : https://gradientflow.substack.com/ Subscribe: Apple • Spotify • Overcast • Pocket Casts • AntennaPod • Podcast Addict • Amazon • RSS . Detailed show notes - with links to many references - can be found on The Data Exchange web site .…

The Data Exchange with Ben Lorica

1
Monthly Roundup: Deregulation, Hardware, and Inference Scaling 45:41

לפני 19 weeks45:41

45:41

This is our monthly conversation on topics in AI and Technology with Paco Nathan , the founder of Derwen , a boutique consultancy focused on Data and AI. Subscribe to the Gradient Flow Newsletter : https://gradientflow.substack.com/ Subscribe: Apple • Spotify • Overcast • Pocket Casts • AntennaPod • Podcast Addict • Amazon • RSS . Detailed show notes - with links to many references - can be found on The Data Exchange web site .…

The Data Exchange with Ben Lorica

1
What AI Teams Need to Know for 2025 32:26

לפני 20 weeks32:26

32:26

As AI moves from buzzword status to a core business driver, 2025 will be a turning point for organizations adopting advanced machine learning and generative models. This episode explores pivotal themes—from post-training optimization and agentic AI architectures to emerging regulations and data infrastructure. This episode relies on visuals, to view the visual presentation, go to the Youtube version: https://www.youtube.com/watch?v=UFeUOZJSwFY Subscribe to the Gradient Flow Newsletter : https://gradientflow.substack.com/ Subscribe: Apple • Spotify • Overcast • Pocket Casts • AntennaPod • Podcast Addict • Amazon • RSS . Detailed show notes - with links to many references - can be found on The Data Exchange web site .…

The Data Exchange with Ben Lorica

1
AI Unlocked: The Data Bottleneck 25:11

לפני 21 weeks25:11

25:11

Generative AI is transforming industries, but its full potential is hampered by a critical bottleneck: data. This episode explores the challenges of processing unstructured data, the shift from SQL-centric to AI-centric systems, and the emerging tools that are bridging the gap between AI models and real-world data. This episode relies on visuals, to view the visual presentation, go to the Youtube version: https://www.youtube.com/watch?v=GnCA8VcCazY Subscribe to the Gradient Flow Newsletter : https://gradientflow.substack.com/ Subscribe: Apple • Spotify • Overcast • Pocket Casts • AntennaPod • Podcast Addict • Amazon • RSS . Detailed show notes - with links to many references - can be found on The Data Exchange web site .…

The Data Exchange with Ben Lorica

1
The Data-Centric Shift in AI: Challenges, Opportunities, and Tools 27:43

לפני 22 weeks27:43

27:43

Robert Nishihara is co-founder of Anyscale and co-creator of Ray , the open source project that has emerged as the AI Compute Engine. Subscribe to the Gradient Flow Newsletter : https://gradientflow.substack.com/ Subscribe: Apple • Spotify • Overcast • Pocket Casts • AntennaPod • Podcast Addict • Amazon • RSS . Detailed show notes - with links to many references - can be found on The Data Exchange web site .…

The Data Exchange with Ben Lorica

1
Monthly Roundup: Semiconductors, Frontier Models, and Practical Innovations 48:51

לפני 23 weeks48:51

48:51

The Data Exchange with Ben Lorica

1
Breaking the Cloud Barrier: How DBOS Transforms Application Development 36:02

לפני 24 weeks36:02

36:02

Qian Li and Peter Kraft , co-founders at DBOS, Inc ., a startup that’s building a serverless platform for building highly reliable applications. We dive into DBOS , a system built on Postgres that addresses workflow management and application durability. Subscribe to the Gradient Flow Newsletter : https://gradientflow.substack.com/ Subscribe: Apple • Spotify • Overcast • Pocket Casts • AntennaPod • Podcast Addict • Amazon • RSS . Detailed show notes - with links to many references - can be found on The Data Exchange web site .…

The Data Exchange with Ben Lorica

1
The Essential Guide to AI Guardrails 47:27

לפני 25 weeks47:27

47:27

Shreya Rajpal serves as CEO and co-founder of Guardrails AI , where she also co-created the popular open-source project Guardrails , a Python framework designed to help developers build reliable AI applications. Subscribe to the Gradient Flow Newsletter : https://gradientflow.substack.com/ Subscribe: Apple • Spotify • Overcast • Pocket Casts • AntennaPod • Podcast Addict • Amazon • RSS . Detailed show notes - with links to many references - can be found on The Data Exchange web site .…

The Data Exchange with Ben Lorica

1
Beyond ETL: How Snow Leopard Connects AI, Agents, and Live Data 43:33

לפני 26 weeks43:33

43:33

Deepti Srivastava is the Founder and CEO of Snow Leopard . We dive into Snow Leopard’s innovative approach to data integration, exploring its live data access model that bypasses traditional ETL pipelines to offer real-time data retrieval directly from source systems. Subscribe to the Gradient Flow Newsletter : https://gradientflow.substack.com/ Subscribe: Apple • Spotify • Overcast • Pocket Casts • AntennaPod • Podcast Addict • Amazon • RSS . Detailed show notes - with links to many references - can be found on The Data Exchange web site .…

The Data Exchange with Ben Lorica

1
2024 Generative AI in Healthcare Survey Results 37:35

לפני 27 weeks37:35

37:35

Happy Thanksgiving 🎊 In this episode David Talby (CTO of John Snow Labs) and I present the results of the 2024 Generative AI in Healthcare Survey . This episode is based on a recent webinar. To follow along with the slide presentation, check out the YouTube version of the podcast . Subscribe to the Gradient Flow Newsletter : https://gradientflow.substack.com/ Subscribe: Apple • Spotify • Overcast • Pocket Casts • AntennaPod • Podcast Addict • Amazon • RSS . Detailed show notes - with links to many references - can be found on The Data Exchange web site .…

The Data Exchange with Ben Lorica

1
Monthly Roundup: BAML, Tencent’s Hunyuan Model, AI & Kubernetes, and the Future of Voice AI 49:22

לפני 28 weeks49:22

49:22

The Data Exchange with Ben Lorica

1
Building the Future of Finance: Inside AI Valuation Bots 37:45

לפני 29 weeks37:45

37:45

Vasant Dhar is a Professor at the Stern School of Business and the Center for Data Science at NYU. He’s one of the creators of the Damodaran Bot , an AI-powered system designed to emulate the valuation analysis and investment insights of renowned finance professor Aswath Damodaran . This episode explores the transformative impact of AI in finance, covering applications such as generative AI, AI-powered valuation bots, systematic investing, and narrative analysis. It delves into the development of an AI valuation bot, discussing motivations, technical approaches, and challenges. Subscribe to the Gradient Flow Newsletter : https://gradientflow.substack.com/ Subscribe: Apple • Spotify • Overcast • Pocket Casts • AntennaPod • Podcast Addict • Amazon • RSS . Detailed show notes - with links to many references - can be found on The Data Exchange web site .…

The Data Exchange with Ben Lorica

1
Unleashing the Power of BAML in LLM Applications 45:45

לפני 30 weeks45:45

45:45

Vaibhav Gupta is the CEO and co-founder of Boundary . In this episode, we explore BAML , an open source domain-specific language designed to streamline interactions with large language models (LLMs). Subscribe to the Gradient Flow Newsletter : https://gradientflow.substack.com/ Subscribe: Apple • Spotify • Overcast • Pocket Casts • AntennaPod • Podcast Addict • Amazon • RSS . Detailed show notes - with links to many references - can be found on The Data Exchange web site .…

The Data Exchange with Ben Lorica

1
Cracking the Code: How Enterprises Are Adopting Generative AI 30:09

לפני 31 weeks30:09

30:09

In this conversation with Tim Persons , AI Leader at PwC , we explore the current landscape of generative AI adoption, examining how enterprises are navigating budget trends, moving from experimentation to full-scale deployment, and addressing cultural challenges along the way. Subscribe to the Gradient Flow Newsletter : https://gradientflow.substack.com/ Subscribe: Apple • Spotify • Overcast • Pocket Casts • AntennaPod • Podcast Addict • Amazon • RSS . Detailed show notes - with links to many references - can be found on The Data Exchange web site .…

The Data Exchange with Ben Lorica

1
Monthly Roundup: Ray Compiled Graphs, Llama 3.2 and Multimodal AI, and Structured Data for RAG 52:57

לפני 32 weeks52:57

52:57

The Data Exchange with Ben Lorica

1
Reimagining Code: The AI-Driven Transformation of Programming and Data Analytics 41:05

לפני 33 weeks41:05

41:05

Matt Welsh is a technical leader at Aryn AI , an AI-powered ETL system for RAG frameworks, LLM-based applications, and vector databases. In this episode, we explore how AI is revolutionizing programming and software development. Subscribe to the Gradient Flow Newsletter : https://gradientflow.substack.com/ Subscribe: Apple • Spotify • Overcast • Pocket Casts • AntennaPod • Podcast Addict • Amazon • RSS . Detailed show notes - with links to many references - can be found on The Data Exchange web site .…

The Data Exchange with Ben Lorica

1
The Security Debate: How Safe is Open-Source Software? 51:06

לפני 34 weeks51:06

51:06

Mars Lan , Co-Founder & CTO at Metaphor 1, an AI-powered social platform that enhances data governance by empowering all employees, not just data teams, to easily collaborate, search, and share insights through an intuitive, AI-driven interface. Subscribe to the Gradient Flow Newsletter : https://gradientflow.substack.com/ Subscribe: Apple • Spotify • Overcast • Pocket Casts • AntennaPod • Podcast Addict • Amazon • RSS . Detailed show notes - with links to many references - can be found on The Data Exchange web site .…

The Data Exchange with Ben Lorica

1
Generative AI in Voice Technology 59:41

לפני 35 weeks59:41

59:41

Yishay Carmiel is the CEO of Meaning , a startup building real-time generative AI systems focused on voice applications. Subscribe to the Gradient Flow Newsletter : https://gradientflow.substack.com/ Subscribe: Apple • Spotify • Overcast • Pocket Casts • AntennaPod • Podcast Addict • Amazon • RSS . Detailed show notes - with links to many references - can be found on The Data Exchange web site .…

The Data Exchange with Ben Lorica

1
Building An Experiment Tracker for Foundation Model Training 37:56

לפני 36 weeks37:56

37:56

Aurimas Griciūnas is the Chief Product Officer of Neptune.AI, a startup building experiment tracking tools for foundation model training. Subscribe to the Gradient Flow Newsletter : https://gradientflow.substack.com/ Subscribe: Apple • Spotify • Overcast • Pocket Casts • AntennaPod • Podcast Addict • Amazon • RSS . Detailed show notes - with links to many references - can be found on The Data Exchange web site .…

The Data Exchange with Ben Lorica

1
Monthly Roundup: AI Regulations, GenAI for Analysts, Inference Services, and Military Applications 45:49

לפני 37 weeks45:49

45:49

The Data Exchange with Ben Lorica

1
Unlocking the Power of LLMs with Data Prep Kit 38:15

לפני 38 weeks38:15

38:15

Petros Zerfos and Hima Patel of IBM Research are part of the team behind Data Prep Kit , an open-source toolkit that helps process and prepare raw text and code data at scale for use in large language model applications. Subscribe to the Gradient Flow Newsletter : https://gradientflow.substack.com/ Subscribe: Apple • Spotify • Overcast • Pocket Casts • AntennaPod • Podcast Addict • Amazon • RSS . Detailed show notes - with links to many references - can be found on The Data Exchange web site .…

The Data Exchange with Ben Lorica

1
Advancing AI: Scaling, Data, Agents, Testing, and Ethical Considerations 24:37

לפני 39 weeks24:37

24:37

Dr. Andrew Ng is a globally recognized AI leader, founder of DeepLearning.AI and Landing AI, General Partner at AI Fund, Chairman and Co-Founder of Coursera, and Adjunct Professor at Stanford University. Subscribe to the Gradient Flow Newsletter : https://gradientflow.substack.com/ Subscribe: Apple • Spotify • Overcast • Pocket Casts • AntennaPod • Podcast Addict • Amazon • RSS . Detailed show notes - with links to many references - can be found on The Data Exchange web site .…

The Data Exchange with Ben Lorica

1
Bridging the Hardware-Software Divide in AI 48:27

לפני 40 weeks48:27

48:27

Jay Dawani is CEO and founder of Lemurian Labs , a pioneering startup building a software stack for developing advanced AI systems, focusing on pushing the boundaries of computational capabilities and model performance. Subscribe to the Gradient Flow Newsletter : https://gradientflow.substack.com/ Subscribe: Apple • Spotify • Overcast • Pocket Casts • AntennaPod • Podcast Addict • Amazon • RSS . Detailed show notes - with links to many references - can be found on The Data Exchange web site .…

The Data Exchange with Ben Lorica

1
Monthly Roundup: The Economic Realities of Large Language Models 43:31

לפני 41 weeks43:31

43:31

The Data Exchange with Ben Lorica

1
From Hype to Reality: The Current State of Enterprise Generative AI Adoption 44:53

לפני 42 weeks44:53

44:53

Evangelos Simoudis is Managing Director at Synapse Partners , a firm that assists corporations in implementing AI solutions, and invests in startups developing applications that exploit data using AI. Subscribe to the Gradient Flow Newsletter : https://gradientflow.substack.com/ Subscribe: Apple • Spotify • Overcast • Pocket Casts • AntennaPod • Podcast Addict • Amazon • RSS . Detailed show notes - with links to many references - can be found on The Data Exchange web site .…

The Data Exchange with Ben Lorica

1
Automating Unstructured Data Extraction with LLMs 35:29

לפני 43 weeks35:29

35:29

Shuveb Hussain is co-founder of Unstract , a no-code platform that uses large language models to extract structured data from unstructured documents, allowing users to build API endpoints and ETL pipelines to automate document processing workflows. Subscribe to the Gradient Flow Newsletter : https://gradientflow.substack.com/ Subscribe: Apple • Spotify • Overcast • Pocket Casts • AntennaPod • Podcast Addict • Amazon • RSS . Detailed show notes - with links to many references - can be found on The Data Exchange web site .…

The Data Exchange with Ben Lorica

1
Generative AI in Context: Hybrid Intelligence and Responsible Development 36:04

לפני 44 weeks36:04

36:04

Alfred Spector’s distinguished career includes groundbreaking work in networked computing systems and leadership roles in research at IBM, Google, and Two Sigma Investments. He is currently a visiting scholar at MIT. Subscribe to the Gradient Flow Newsletter : https://gradientflow.substack.com/ Subscribe: Apple • Spotify • Overcast • Pocket Casts • AntennaPod • Podcast Addict • Amazon • RSS . Detailed show notes - with links to many references - can be found on The Data Exchange web site .…

The Data Exchange with Ben Lorica

1
Monthly Roundup: Navigating the Peaks and Valleys of Generative AI Technology 46:18

לפני 45 weeks46:18

46:18

This is our monthly conversation on trending topics in AI and Technology with Paco Nathan , the founder of Derwen , a boutique consultancy focused on Data and AI. Subscribe to the Gradient Flow Newsletter : https://gradientflow.substack.com/ Subscribe: Apple • Spotify • Overcast • Pocket Casts • AntennaPod • Podcast Addict • Amazon • RSS . Detailed show notes - with links to many references - can be found on The Data Exchange web site .…

The Data Exchange with Ben Lorica

1
From Preparation to Recovery: Mastering AI Incident Response 34:38

לפני 46 weeks34:38

34:38

Andrew Burt is co-founder of both Luminos.Law and Luminos.ai, entities building tools to help companies mitigate and manage AI risks. We dive into the critical topic of AI incident response , highlighting its unique challenges compared to traditional software incidents. Subscribe to the Gradient Flow Newsletter : https://gradientflow.substack.com/ Subscribe: Apple • Spotify • Overcast • Pocket Casts • AntennaPod • Podcast Addict • Amazon • RSS . Detailed show notes can be found on The Data Exchange web site .…

The Data Exchange with Ben Lorica

1
Unlocking the Power of Unstructured Data 49:32

לפני 47 weeks49:32

49:32

Chang She is CEO and co-founder of LanceDB , an open-source database designed for multimodal AI applications, offering scalable vector search, streaming training data, and interactive exploration of large AI datasets. In this episode we discuss Lance , an open-source columnar data format that tackles the unique challenges posed by modern AI and machine learning workloads. Subscribe to the Gradient Flow Newsletter : https://gradientflow.substack.com/ Subscribe: Apple • Spotify • Overcast • Pocket Casts • AntennaPod • Podcast Addict • Amazon • RSS . Detailed show notes can be found on The Data Exchange web site .…

The Data Exchange with Ben Lorica

1
Postgres: The Swiss Army Knife of Databases 50:50

לפני 48 weeks50:50

50:50

Ajay Kulkarni and Mike Freedman are the co-founders of Timescale , a startup that provides an enhanced version of PostgreSQL optimized for time-series analytics, AI applications, and scalable relational workloads. Subscribe to the Gradient Flow Newsletter : https://gradientflow.substack.com/ Subscribe: Apple • Spotify • Overcast • Pocket Casts • AntennaPod • Podcast Addict • Amazon • RSS . Detailed show notes can be found on The Data Exchange web site .…

The Data Exchange with Ben Lorica

1
Supercharging AI with Graphs 43:58

לפני 49 weeks43:58

43:58

Philip Rathle , CTO of Neo4j , joins the podcast to discuss the rising popularity of graph-enhanced retrieval augmented generation (GraphRAG). He also discusses the potential impact of the new GQL graph query language standard. [ Link to the demo that Philip showed.] Subscribe to the Gradient Flow Newsletter : https://gradientflow.substack.com/ Subscribe: Apple • Spotify • Overcast • Pocket Casts • AntennaPod • Podcast Addict • Amazon • RSS . Detailed show notes can be found on The Data Exchange web site .…

The Data Exchange with Ben Lorica

1
Monthly Roundup: SB 1047, GraphRAG, and AI Avatars in the Workplace 36:59

לפני 50 weeks36:59

36:59

Paco Nathan is the founder of Derwen , a boutique consultancy focused on Data and AI. This episode is part of our series of monthly roundups and covers: the proposed California Senate Bill 1047 for regulating AI models, including its feasibility and potential unintended consequences. We also discuss the rising popularity of graph retrieval augmented generation (GraphRAG) techniques to mitigate hallucinations in large language models, while acknowledging the current limitations and future potential of integrating symbolic and statistical AI approaches. Additionally, we explore the concept of AI avatars in the workplace, highlighting the challenges and ethical considerations surrounding digital twins and agent-based systems. Subscribe to the Gradient Flow Newsletter : https://gradientflow.substack.com/ Subscribe: Apple • Spotify • Overcast • Pocket Casts • AntennaPod • Podcast Addict • Amazon • RSS . Detailed show notes can be found on The Data Exchange web site .…

The Data Exchange with Ben Lorica

1
Fine-tuning and Preference Alignment in a Single Streamlined Process 35:32

לפני 51 weeks35:32

35:32

Jiwoo Hong and Noah Lee of KAIST AI are co-authors of ORPO: Monolithic Preference Optimization without Reference Model . Subscribe to the Gradient Flow Newsletter : https://gradientflow.substack.com/ Subscribe: Apple • Spotify • Overcast • Pocket Casts • AntennaPod • Podcast Addict • Amazon • RSS . Detailed show notes can be found on The Data Exchange web site .…

The Data Exchange with Ben Lorica

1
TinyML, Sensor-Driven AI, and Advances in Large Language Models 25:23

לפני 52 weeks25:23

25:23

In this episode, Pete Warden introduces his company, Useful Sensors , which focuses on developing AI solutions for consumer electronics and appliances. [This episode originally aired on Generative AI in the Real World , a podcast series I’m hosting for O’Reilly.] Subscribe to the Gradient Flow Newsletter : https://gradientflow.substack.com/ Subscribe: Apple • Spotify • Overcast • Pocket Casts • AntennaPod • Podcast Addict • Amazon • RSS . Detailed show notes can be found on The Data Exchange web site .…

The Data Exchange with Ben Lorica

1
Machine Unlearning: Techniques, Challenges, and Future Directions 49:36

לפני 1 year49:36

49:36

Ken Liu , Ph.D. student in Computer Science at Stanford, is the author of Machine Unlearning in 2024 . We explore the concept of machine unlearning, a process of removing specific data points from trained AI models. Subscribe to the Gradient Flow Newsletter : https://gradientflow.substack.com/ Subscribe: Apple • Spotify • Overcast • Pocket Casts • AntennaPod • Podcast Addict • Amazon • RSS . Detailed show notes can be found on The Data Exchange web site .…

The Data Exchange with Ben Lorica

1
Unleashing the Power of AI Agents 38:47

לפני 1 year38:47

38:47

Joao (Joe) Moura is the founder of crewAI , an open-source platform that simplifies the development and deployment of AI agents, allowing users to build autonomous systems for various tasks using multiple large language models. Subscribe to the Gradient Flow Newsletter : https://gradientflow.substack.com/ Subscribe: Apple • Spotify • Overcast • Pocket Casts • AntennaPod • Podcast Addict • Amazon • RSS . Detailed show notes can be found on The Data Exchange web site .…

The Data Exchange with Ben Lorica

1
Monthly Roundup: Llama 3, Agents, Evaluation Metrics, Cyc, TikTok, and more 41:58

לפני 1 year41:58

41:58

Paco Nathan is the founder of Derwen , a boutique consultancy focused on Data and AI. This episode is part of our series of monthly roundups and covers: Llama 3 and other recent LLMs, the rise of open foundation models, the evolution of AI agents, and the importance of data engineering. We also explore the limitations of leaderboards in evaluating AI models and touch upon the ethical and societal implications of AI development. Subscribe to the Gradient Flow Newsletter : https://gradientflow.substack.com/ Subscribe: Apple • Spotify • Overcast • Pocket Casts • AntennaPod • Podcast Addict • Amazon • RSS . Detailed show notes can be found on The Data Exchange web site .…

The Data Exchange with Ben Lorica

1
LLMs for Data Access: Unlocking Insights with Text-to-SQL 43:22

לפני 1 year43:22

43:22

Gunther Hagleither is co-founder of Waii , a startup that provides an API enabling businesses to seamlessly integrate text-to-SQL functionality into their products. Subscribe to the Gradient Flow Newsletter : https://gradientflow.substack.com/ Subscribe: Apple • Spotify • Overcast • Pocket Casts • AntennaPod • Podcast Addict • Amazon • RSS . Detailed show notes can be found on The Data Exchange web site .…

The Data Exchange with Ben Lorica

1
2024 Artificial Intelligence Index 53:50

לפני 1 year53:50

53:50

In this episode we explore the latest developments in artificial intelligence with a focus on the 2024 Artificial Intelligence Index Report , edited by Nestor Maslej from Stanford’s Institute for Human-Centered Artificial Intelligence . Subscribe to the Gradient Flow Newsletter : https://gradientflow.substack.com/ Subscribe: Apple • Spotify • Overcast • Pocket Casts • AntennaPod • Podcast Addict • Amazon • RSS . Detailed show notes can be found on The Data Exchange web site .…

The Data Exchange with Ben Lorica

1
DBRX and the Future of Open LLMs 45:45

לפני 1 year45:45

45:45

In this episode, Hagay Lupesko , Senior Director of Engineering at Databricks MosaicAI , delves into the creation and aspirations behind DBRX , an innovative open Large Language Model (LLM) designed to bridge the gap between quality and cost-effectiveness for AI applications. Subscribe to the Gradient Flow Newsletter : https://gradientflow.substack.com/ Subscribe: Apple • Spotify • Overcast • Pocket Casts • AntennaPod • Podcast Addict • Amazon • RSS . Detailed show notes can be found on The Data Exchange web site .…

The Data Exchange with Ben Lorica

1
Monthly Roundup: New LLMs, GTC 2024, Constraint-Driven Innovation, Model Safety, and GraphRAG 37:01

לפני 1 year37:01

37:01

Paco Nathan is the founder of Derwen , a boutique consultancy focused on Data and AI. This episode is part of our series of monthly roundups and covers: recently released large language models, Constraint-Driven Innovation, highlights from GTC 2024, and Lessons from the First AI Workload Security Exploit. Subscribe to the Gradient Flow Newsletter : https://gradientflow.substack.com/ Subscribe: Apple • Spotify • Overcast • Pocket Casts • AntennaPod • Podcast Addict • Amazon • RSS . Detailed show notes can be found on The Data Exchange web site .…

The Data Exchange with Ben Lorica

1
Automating Software Upgrades: How to Combine AI and Expert Developers 36:27

לפני 1 year36:27

36:27

Steve Pike is a co-founder of Infield.ai , a startup building tools to help companies upgrade and maintain open source software dependencies, ensuring they stay up-to-date with the latest releases, features, and security fixes. Subscribe to the Gradient Flow Newsletter : https://gradientflow.substack.com/ Subscribe : Apple • Spotify • Overcast • Google • AntennaPod • Podcast Addict • Amazon • RSS . Detailed show notes can be found on The Data Exchange web site .…

The Data Exchange with Ben Lorica

1
Generative AI in the Industrial Sphere 44:04

לפני 1 year44:04

44:04

Chetan Gupta is the Head of AI Research at Hitachi. This episode explores the applications and challenges of generative AI in industrial settings. Subscribe to the Gradient Flow Newsletter : https://gradientflow.substack.com/ Subscribe : Apple • Spotify • Overcast • Google • AntennaPod • Podcast Addict • Amazon • RSS . Detailed show notes can be found on The Data Exchange web site .…

The Data Exchange with Ben Lorica

1
The Intersection of LLMs, Knowledge Graphs, and Query Generation 57:45

לפני 1 year57:45

57:45

Semih Salihoglu is an Associate Professor at University of Waterloo, and co-creator of Kuzu an open source embeddable property graph database management system. This episode explores the use of large language models (LLMs) for generating queries across different query languages like SQL and Cypher for graphs. Subscribe to the Gradient Flow Newsletter : https://gradientflow.substack.com/ Subscribe : Apple • Spotify • Overcast • Google • AntennaPod • Podcast Addict • Amazon • RSS . Detailed show notes can be found on The Data Exchange web site .…

The Data Exchange with Ben Lorica

1
Unlocking the Potential of Private Data Collaboration 36:14

לפני 1 year36:14

36:14

Sadegh Riazi , CEO and co-founder of Pyte , a startup offering secure, encrypted data collaboration solutions, enabling partners to maximize insights without compromising privacy or data integrity. Subscribe to the Gradient Flow Newsletter : https://gradientflow.substack.com/ Subscribe : Apple • Spotify • Overcast • Google • AntennaPod • Podcast Addict • Amazon • RSS . Detailed show notes can be found on The Data Exchange web site .…

The Data Exchange with Ben Lorica

1
Frontiers of AI: From Text-to-Video Models to Knowledge Graphs 33:35

לפני 1 year33:35

33:35

Paco Nathan is the founder of Derwen , a boutique consultancy focused on Data and AI. This episode explores recent developments in AI, including text-to-video models like Sora, frameworks for productionizing AI models, analyses of systems like Google’s Gemini, techniques to improve foundation models, AMD’s software innovations for AI acceleration, and knowledge graph augmentations of language models. Subscribe to the Gradient Flow Newsletter : https://gradientflow.substack.com/ Subscribe : Apple • Spotify • Overcast • Google • AntennaPod • Podcast Addict • Amazon • RSS . Detailed show notes can be found on The Data Exchange web site .…

The Data Exchange with Ben Lorica

1
Adaptive, Specialized, and Accessible: Where AI Systems Are Heading Next 43:01

לפני 1 year43:01

43:01

Jerry Kaplan is the author of the new book “Generative Artificial Intelligence: What Everyone Needs to Know” . Subscribe to the Gradient Flow Newsletter : https://gradientflow.substack.com/ Subscribe : Apple • Spotify • Overcast • Google • AntennaPod • Podcast Addict • Amazon • RSS . Detailed show notes can be found on The Data Exchange web site .…

The Data Exchange with Ben Lorica

1
2024 Themes and Trends in AI 26:36

לפני 1 year26:36

26:36

This episode is our annual deep dive into the themes and trends of AI in 2024, emphasizing the democratization of AI hardware, advancements in generative AI models, and the integration of AI into various enterprise processes. Subscribe to the Gradient Flow Newsletter : https://gradientflow.substack.com/ Subscribe : Apple • Spotify • Overcast • Google • AntennaPod • Podcast Addict • Amazon • RSS . Detailed show notes can be found on The Data Exchange web site .…

The Data Exchange with Ben Lorica

1
The AI Infrastructure Revolution: From Cloud Computing to Data Center Design 42:44

לפני 1 year42:44

42:44

Bryan Cantrill , CTO and Co-founder of Oxide Cloud Computer , leads a startup delivering integrated hardware and software solutions for enterprises seeking cloud computing systems with hyperscaler agility. Oxide specializes in vertically integrated, scale-ready cloud infrastructure tailored for mainstream business needs. Subscribe to the Gradient Flow Newsletter : https://gradientflow.substack.com/ Subscribe : Apple • Spotify • Overcast • Google • AntennaPod • Podcast Addict • Amazon • RSS . Detailed show notes can be found on The Data Exchange web site .…

The Data Exchange with Ben Lorica

1
AI in Depth: Transforming Transportation, Enterprise, and Policy 41:12

לפני 1 year41:12

41:12

Evangelos Simoudis is a seasoned venture investor and a senior advisor to global corporations, and Managing Director at Synapse Partners , a company that invests in startups developing enterprise applications that exploit Big Data and AI. Subscribe to the Gradient Flow Newsletter : https://gradientflow.substack.com/ Subscribe : Apple • Spotify • Overcast • Google • AntennaPod • Podcast Addict • Amazon • RSS . Detailed show notes can be found on The Data Exchange web site .…

The Data Exchange with Ben Lorica

1
Software Meets Hardware: Enabling AMD for Large Language Models 38:37

לפני 1 year38:37

38:37

Sharon Zhou and Greg Diamos are co-founders of Lamini , a startup at the forefront of enabling enterprise adoption of large language models (LLMs). We discussed Lamini’s work with AMD , which focused on closing the gap between AMD hardware capabilities and software integration in LLM applications. Subscribe to the Gradient Flow Newsletter : https://gradientflow.substack.com/ Subscribe : Apple • Spotify • Overcast • Google • AntennaPod • Podcast Addict • Amazon • RSS . Detailed show notes can be found on The Data Exchange web site .…

The Data Exchange with Ben Lorica

1
Incentives are Superpowers: Mastering Motivation in the AI Era 31:09

לפני 1 year31:09

31:09

Uri Gneezy is Professor of Economics and Strategy at UC San Diego, and author of our 2023 Book of the Year , “ Mixed Signals: How Incentives Really Work ”. Subscribe to the Gradient Flow Newsletter : https://gradientflow.substack.com/ Subscribe : Apple • Spotify • Overcast • Google • AntennaPod • Podcast Addict • Amazon • RSS . Detailed show notes can be found on The Data Exchange web site .…

The Data Exchange with Ben Lorica

1
Synthetic Futures: The Convergence of Biology and AI 32:22

לפני 1 year32:22

32:22

Dmitriy Ryaboy is the VP of AI Enablement at Ginkgo Bioworks , a startup that uses machine learning and AI to develop a wide range of applications. The conversation focuses on the intersection of AI, machine learning, and biology, particularly in the field of synthetic biology. Subscribe to the Gradient Flow Newsletter : https://gradientflow.substack.com/ Subscribe : Apple • Spotify • Overcast • Google • AntennaPod • Podcast Addict • Amazon • RSS . Detailed show notes can be found on The Data Exchange web site .…

The Data Exchange with Ben Lorica

1
AI Co-Pilots in Action: Transforming Function Calling in Cybersecurity 45:00

לפני 1 year45:00

45:00

Jian Zhang is co-founder, CTO, VP Engineering at Nexusflow AI a startup that uses Generative AI to build tools for Cybersecurity. This conversation revolves around the integration of various AI components, with a specific focus on cybersecurity and function calling copilots . Subscribe to the Gradient Flow Newsletter : https://gradientflow.substack.com/ Subscribe : Apple • Spotify • Overcast • Google • AntennaPod • Podcast Addict • Amazon • RSS . Detailed show notes can be found on The Data Exchange web site .…

The Data Exchange with Ben Lorica

1
Leveling Up: Tools and Techniques to Make AI Development More Accessible 45:16

לפני 1 year45:16

45:16

Sarmad Qadri , founder and CEO of LastMile , a startup building an AI developer platform for engineering teams. This conversation delves into key artificial intelligence and machine learning themes, focusing on injecting software engineering rigor into the development of LLM and GenAI applications. Subscribe to the Gradient Flow Newsletter : https://gradientflow.substack.com/ Subscribe : Apple • Spotify • Overcast • Google • AntennaPod • Podcast Addict • Amazon • RSS . Detailed show notes can be found on The Data Exchange web site .…

The Data Exchange with Ben Lorica

1
LLMs on CPUs, Period 33:13

לפני 1 year33:13

33:13

Nir Shavit , Professor at MIT’s Computer Science and Artificial Intelligence Laboratory, is also a Founder of Neural Magic , a startup working to accelerate open-source large language models and simplify AI deployments. Subscribe to the Gradient Flow Newsletter : https://gradientflow.substack.com/ Subscribe : Apple • Spotify • Overcast • Google • AntennaPod • Podcast Addict • Amazon • RSS . Detailed show notes can be found on The Data Exchange web site .…

The Data Exchange with Ben Lorica

1
Democratizing Wealth Management With AI 47:27

לפני 1 year47:27

47:27

Chirag Yagnik is a co-founder of Arta , a company that harnesses innovations in artificial intelligence and software to develop wealth management solutions. Arta aims to democratize access to sophisticated investment tools typically only available to ultra-high net worth individuals through family offices. Subscribe to the Gradient Flow Newsletter : https://gradientflow.substack.com/ Subscribe : Apple • Spotify • Overcast • Google • AntennaPod • Podcast Addict • Amazon • RSS . Detailed show notes can be found on The Data Exchange web site .…

The Data Exchange with Ben Lorica

1
Preparing for the Implementation of the EU AI Act and Other AI Regulations 36:38

לפני 2 years36:38

36:38

This week we discuss AI regulations with Gabriela Zanfir-Fortuna is VP for Global Privacy at the Future of Privacy Forum , and Andrew Burt , Managing Partner at BNH , the first law firm focused on AI and Analytics. Subscribe to the Gradient Flow Newsletter : https://gradientflow.substack.com/ Subscribe : Apple • Spotify • Stitcher • Google • AntennaPod • Podcast Addict • Amazon • RSS . Detailed show notes can be found on The Data Exchange web site .…

The Data Exchange with Ben Lorica

1
The Open Source Stack Unleashing a Game-Changing AI Hardware Shift 41:55

לפני 2 years41:55

41:55

Dylan Patel is the Chief Analyst at SemiAnalysis , a boutique semiconductor research and consulting firm focused on the semiconductor supply chain from chemical inputs to fabs to design IP and strategy. In this episode, we discuss the emerging open source software stack for PyTorch that makes it easier and more accessible to implement non-Nvidia backends (see his recent post ). Subscribe to the Gradient Flow Newsletter : https://gradientflow.substack.com/ Subscribe : Apple • Spotify • Stitcher • Google • AntennaPod • Podcast Addict • Amazon • RSS . Detailed show notes can be found on The Data Exchange web site .…

The Data Exchange with Ben Lorica

1
Data Science and AI in Context 47:40

לפני 2 years47:40

47:40

Peter Norvig (of Google and Stanford) and Alfred Spector (of MIT) are part of the team of authors behind the must-read book Data Science in Context: Foundations, Challenges, Opportunities . We discussed their recent book and tool a deep dive into their Data Science Analysis Rubric , and we also talked about a trending topics in AI including looming regulations, synthetic data, and Large Language and Foundation Models. Subscribe to the Gradient Flow Newsletter : https://gradientflow.substack.com/ Subscribe : Apple • Spotify • Stitcher • Google • AntennaPod • Podcast Addict • Amazon • RSS . Detailed show notes can be found on The Data Exchange web site .…

The Data Exchange with Ben Lorica

1
Evaluating Language Models 45:36

לפני 2 years45:36

45:36

Percy Liang is Associate Professor of Computer Science and Statistics, and Director of the new Center for Research on Foundation Models at Stanford University. We discussed a new suit of tools ( HELM ) designed to help users and researchers understand language models in their totality. We also discuss recent trends in AI including the rise of Generative AI and Foundation Models. Download a copy of our FREE 2023 Trends in Data and AI Report : https://gradientflow.com/ 2023trendsreport / Subscribe : Apple • Spotify • Stitcher • Google • AntennaPod • Podcast Addict • Amazon • RSS . Detailed show notes can be found on The Data Exchange web site .…

The Data Exchange with Ben Lorica

1
2023 Opportunities and Trends: Data, Machine Learning, and AI 1:05:31

לפני 2 years1:05:31

1:05:31

Jenn Webb , special correspondent and managing editor at Gradient Flow , recently organized a mini-panel to discuss themes and trends for 2023. The panel consisted of myself and Mikio Braun . More information on these trends can be found in our Annual Trends Report, which is available for free download (see details below). Download a copy of the FREE Report : https://gradientflow.com/ 2023trendsreport / Subscribe : Apple • Spotify • Stitcher • Google • AntennaPod • Podcast Addict • Amazon • RSS . Detailed show notes can be found on The Data Exchange web site .…

The Data Exchange with Ben Lorica

1
Exploring DALL·E 2 37:40

לפני 2 years37:40

37:40

Given the growing interest in Generative AI , we revisit a conversation with Mark Chen , Research Scientist at OpenAI and part of the team behind DALL·E 2 , a new AI system that can create realistic images and art based on natural language descriptions. Subscribe to the Gradient Flow Newsletter : https://gradientflow.substack.com/ Subscribe : Apple • Spotify • Stitcher • Google • AntennaPod • Podcast Addict • Amazon • RSS . Detailed show notes can be found on The Data Exchange web site .…

The Data Exchange with Ben Lorica

1
Data Science at Shopify and Stitch Fix 37:25

לפני 2 years37:25

37:25

On this special end of the year episode, we revisit conversations with two data science leaders in the e-commerce space: Wendy Foster , Director, Engineering & Data Science at Shopify. Olivia Liao , Senior Director of Data Science at Stitch Fix. Subscribe to the Gradient Flow Newsletter : https://gradientflow.substack.com/ Subscribe : Apple • Spotify • Stitcher • Google • AntennaPod • Podcast Addict • Amazon • RSS . Detailed show notes can be found on The Data Exchange web site .…

The Data Exchange with Ben Lorica

1
Building a data management system for unstructured data 36:32

לפני 2 years36:32

36:32

Shayan Mohanty is the CEO of Watchful , a modern and interactive solution that places the control of data labeling back in the hands of data scientists, machine learning practitioners, and subject matter experts. This podcast focuses on a data management system (written in Rust) they built to support the level of automation and interactivity required to support Watchful. Subscribe to the Gradient Flow Newsletter : https://gradientflow.substack.com/ Subscribe : Apple • Android • Spotify • Stitcher • Google • AntennaPod • RSS . Detailed show notes can be found on The Data Exchange web site .…

The Data Exchange with Ben Lorica

1
A Cloud Native Vector Database Management System 48:50

לפני 2 years48:50

48:50

Frank Liu is Director of Operations & ML Architect at Zilliz , the company behind Milvus , an open source vector database. We discuss their recent VLDB paper ( “A Cloud Native Vector Database Management System” ) that describes recent updates to Milvus, as well as vector databases and vector search in general. Subscribe to the Gradient Flow Newsletter : https://gradientflow.substack.com/ Subscribe : Apple • Android • Spotify • Stitcher • Google • AntennaPod • RSS . Detailed show notes can be found on The Data Exchange web site .…

The Data Exchange with Ben Lorica

1
What’s Next for Machine Learning in Time Series 38:08

לפני 2 years38:08

38:08

Ira Cohen is co-founder, Chief Data Scientist at Anodot , a startup that uses time series tools to monitor business data in real time, so organizations can proactively resolve revenue, cost, and customer experience issues before they impact business performance. We recently wrote a well-received post that provided a detailed overview on the state of technologies for collecting, storing, and unlocking time series. Subscribe to the Gradient Flow Newsletter : https://gradientflow.substack.com/ Subscribe : Apple • Android • Spotify • Stitcher • Google • AntennaPod • RSS . Detailed show notes can be found on The Data Exchange web site .…

The Data Exchange with Ben Lorica

1
Efficient Methods for Natural Language Processing 45:40

לפני 3 years45:40

45:40

Roy Schwartz is Professor of Natural Language Processing at The Hebrew University of Jerusalem. We discussed a recent survey paper that Roy co-wrote that presented a broad overview of existing methods to improve NLP efficiency through the lens of traditional NLP pipelines. Subscribe to the Gradient Flow Newsletter : https://gradientflow.substack.com/ Subscribe : Apple • Android • Spotify • Stitcher • Google • AntennaPod • RSS . Detailed show notes can be found on The Data Exchange web site .…

The Data Exchange with Ben Lorica

1
Responsible and Trustworthy AI 30:01

לפני 3 years30:01

30:01

On this Thanksgiving holiday weekend in the U.S., we revisit a Twitter Spaces conversation I had with Andrew Burt , Managing Partner at BNH 1, the first law firm focused on AI risks. Bob Friday , Chief AI Officer at Juniper Networks . Subscribe to the Gradient Flow Newsletter : https://gradientflow.substack.com/ Subscribe : Apple • Android • Spotify • Stitcher • Google • AntennaPod • RSS . Detailed show notes can be found on The Data Exchange web site .…

The Data Exchange with Ben Lorica

1
Building a premier industrial AI research and product group 37:50

לפני 3 years37:50

37:50

Hung Bui is the CEO of VinAI , a premier Artificial Intelligence research-based company developing world-class products and services. Hung assembled the VinAI team just over three years ago and they are now among the Top 20 Global Companies in AI Research in 2022 . Subscribe to the Gradient Flow Newsletter : https://gradientflow.substack.com/ Subscribe : Apple • Android • Spotify • Stitcher • Google • AntennaPod • RSS . Detailed show notes can be found on The Data Exchange web site .…

The Data Exchange with Ben Lorica

1
An open source, production grade vector search engine 35:14

לפני 3 years35:14

35:14

Bob van Luijt , is CEO of SeMI Technologies , the company behind the popular vector search engine Weaviate . Bob describes their key features and core components, popular use cases, and he also provides an overview of Weaviate’s near-term roadmap. We also discuss how vector search engines compare with existing data management systems. Subscribe to the Gradient Flow Newsletter : https://gradientflow.substack.com/ Subscribe : Apple • Android • Spotify • Stitcher • Google • AntennaPod • RSS . Detailed show notes can be found on The Data Exchange web site .…

The Data Exchange with Ben Lorica

1
A comprehensive suite of open source tools for time series modeling 35:11

לפני 3 years35:11

35:11

Federico Garza and Max Mergenthaler Canseco are both CTOs and co-founders of Nixtla , a startup building developer-friendly software that helps data scientists deploy predictive pipelines. Subscribe to the Gradient Flow Newsletter : https://gradientflow.substack.com/ Subscribe : Apple • Spotify • Stitcher • Google • AntennaPod • Podcast Addict • RSS . Detailed show notes can be found on The Data Exchange web site .…

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