Sign up to save your podcasts
Or
Share Making LLMs hallucinate less, how to diagnose ML models, from PM in Google AI to CEO of Galileo - Vikram Chatterji - The Data Scientist Show #066
Share to email
Share to Facebook
Share to X
Share to email
Share to Facebook
Share to X
Or
Making LLMs hallucinate less, how to diagnose ML models, from PM in Google AI to CEO of Galileo - Vikram Chatterji - The Data Scientist Show #066
Vikram is the co-founder of Galileo – an AI diagnostics and explainability platform used by data science teams building NLP, LLMs and Computer Vision models across the Fortune 500 and high growth startups. Prior to Galileo, Vikram led Product Management at Google AI, where his team built models for the Fortune 2000 across retail, financial services, healthcare and contact centers. He has a master degree from Carnegie Mellon University from the school of computer science. If you enjoy the show, subscribe to the channel and leave a 5-star review. Subscribe to Daliana's newsletter on www.dalianaliu.com for more on data science and career.
Resources:LLM Studio: https://www.rungalileo.io/blog/announcing-llm-studio
Galileo: https://www.rungalileo.io/
Blog on LLM Hallucination: https://thesequence.substack.com/p/guest-post-stop-hallucinations-from
Vikram Chatterji’s LinkedIn: https://www.linkedin.com/in/vikram-chatterji/
"The Mom Test": https://www.amazon.com/The-Mom-Test-Rob-Fitzpatrick-audiobook/dp/B07RJZKZ7F
Daliana's Twitter: https://twitter.com/DalianaLiu
Daliana's LinkedIn: https://www.linkedin.com/in/dalianaliu
(00:00:00) Introduction
(00:04:24) How he got into machine learning
(00:06:53) Diagnosing large language models
(00:09:56) Addressing model hallucination
(00:12:46) Metrics for measuring hallucination
(00:17:30) From Google AI to starting Galileo
(00:24:08) Developing LLMs and putting them into production
(00:32:51) Galileo's diagnostics and explainability platform
(00:43:16) Advice for data scientists when joining a startup
View all episodes
By Daliana Liu
4.7
7575 ratings
Vikram is the co-founder of Galileo – an AI diagnostics and explainability platform used by data science teams building NLP, LLMs and Computer Vision models across the Fortune 500 and high growth startups. Prior to Galileo, Vikram led Product Management at Google AI, where his team built models for the Fortune 2000 across retail, financial services, healthcare and contact centers. He has a master degree from Carnegie Mellon University from the school of computer science. If you enjoy the show, subscribe to the channel and leave a 5-star review. Subscribe to Daliana's newsletter on www.dalianaliu.com for more on data science and career.
Resources:LLM Studio: https://www.rungalileo.io/blog/announcing-llm-studio
Galileo: https://www.rungalileo.io/
Blog on LLM Hallucination: https://thesequence.substack.com/p/guest-post-stop-hallucinations-from
Vikram Chatterji’s LinkedIn: https://www.linkedin.com/in/vikram-chatterji/
"The Mom Test": https://www.amazon.com/The-Mom-Test-Rob-Fitzpatrick-audiobook/dp/B07RJZKZ7F
Daliana's Twitter: https://twitter.com/DalianaLiu
Daliana's LinkedIn: https://www.linkedin.com/in/dalianaliu
(00:00:00) Introduction
(00:04:24) How he got into machine learning
(00:06:53) Diagnosing large language models
(00:09:56) Addressing model hallucination
(00:12:46) Metrics for measuring hallucination
(00:17:30) From Google AI to starting Galileo
(00:24:08) Developing LLMs and putting them into production
(00:32:51) Galileo's diagnostics and explainability platform
(00:43:16) Advice for data scientists when joining a startup
More shows like Daliana's Game
View all
Bloomberg Intelligence
402 Listeners
a16z Podcast
1,034 Listeners
Data Skeptic
480 Listeners
Super Data Science: ML & AI Podcast with Jon Krohn
298 Listeners
DataFramed
267 Listeners
What's Next｜科技早知道
176 Listeners
硅谷101
184 Listeners
Last Week in AI
287 Listeners
All-In with Chamath, Jason, Sacks & Friedberg
9,189 Listeners
Big Technology Podcast
443 Listeners
No Priors: Artificial Intelligence | Technology | Startups
121 Listeners
This Day in AI Podcast
201 Listeners
VK科技閱讀時間
10 Listeners
BG2Pod with Brad Gerstner and Bill Gurley
461 Listeners
Training Data
43 Listeners