14 subscribers
התחל במצב לא מקוון עם האפליקציה Player FM !
The Long Tail of AI: Understanding and Resolving Edge Cases
Manage episode 421950791 series 3370867
Michael 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
171 פרקים
Manage episode 421950791 series 3370867
Michael 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
171 פרקים
Kaikki jaksot
×
1 Converting Cameras into Autonomous AI Agents | Rish Gupta, CEO of Spot AI 38:50

1 Are AI Phone Agents Ready for Prime Time? | Alex Levin, CEO of Regal 45:21

1 What it Takes to Build a BI Platform | Colin Zima, CEO of Omni 40:07

1 Building Billing Infrastructure for AI Companies | Alvaro Morales, CEO of Orb 38:21

1 Turning Legal Services to APIs | Jay Madheswaran, CEO of Eve 41:02

1 Is LLM the New Operating System? | Anant Bhardwaj, CEO of Instabase 45:37

1 Building AI Agents That Actually Work | Malte Kosub, CEO of Parloa 33:54

1 3000 Customers, One Bold Pivot: Building the First Generative AI Copilot for Lawyers | Scott Stevenson, CEO of Spellbook 44:07

1 The Outer Loop of AI-Powered Coding | Merrill Lutsky, CEO of Graphite 41:26

1 Behind the Scenes of AI Video | Amit Jain, founder of Luma AI 48:19

1 Building an AI-Powered Terminal | Zach Lloyd 38:06

1 When Robots Go Haywire, Who Picks Up The Tab? | Amias Gerety 48:54

1 Building MotherDuck to a $400M Company 49:18

1 AI Agents Have Brains, But Where Are Their Wallets? 47:27

1 Building Autonomous Greenhouses with AI and Robotics 37:45

1 Developing Battery Materials with AI 33:27

1 Voice-to-Voice Foundation Models 39:08

1 Digital Replicas That Can Have Real Conversations 37:40




1 Breaking New Ground With Collaborative Robots 49:22


1 How to extract intelligence from speech data with AI 44:56


1 The Long Tail of AI: Understanding and Resolving Edge Cases 37:53

1 How Symbolic AI is Transforming Critical Infrastructure 38:08

1 AI Disruption: Startups vs Incumbents in the Tech Stack 46:57

1 Unpacking AI Startups: Metrics, Playbooks, and the Future 33:09
ברוכים הבאים אל Player FM!
Player FM סורק את האינטרנט עבור פודקאסטים באיכות גבוהה בשבילכם כדי שתהנו מהם כרגע. זה יישום הפודקאסט הטוב ביותר והוא עובד על אנדרואיד, iPhone ואינטרנט. הירשמו לסנכרון מנויים במכשירים שונים.