The Man Who Cracked the "Dark Data" Code | David Hand
David Hand, professor of statistics, reveals how ChatGPT lies with "dark data"; more generally, large language models and even peer review.
Listen now early and ad-free on Patreon https://patreon.com/curtjaimungal. Sponsors:
- Brilliant: https://brilliant.org/TOE for 20% off
- Patreon: https://patreon.com/curtjaimungal (early access to ad-free audio episodes!)
- Crypto: https://tinyurl.com/cryptoTOE
- PayPal: https://tinyurl.com/paypalTOE
- Twitter: https://twitter.com/TOEwithCurt
- Discord Invite: https://discord.com/invite/kBcnfNVwqs
- iTunes: https://podcasts.apple.com/ca/podcast/better-left-unsaid-with-curt-jaimungal/id1521758802
- Pandora: https://pdora.co/33b9lfP
- Spotify: https://open.spotify.com/show/4gL14b92xAErofYQA7bU4e
- Subreddit r/TheoriesOfEverything: https://reddit.com/r/theoriesofeverything
- TOE Merch: https://tinyurl.com/TOEmerch
LINKS MENTIONED:
- Tim Maudlin Λ Tim Palmer on Interpretations of Quantum Mechanics: https://youtu.be/883R3JlZHXE
DAVID HAND'S BOOKS:
- Dark Data: https://amzn.to/446Fou1
- The Improbability Principle: https://amzn.to/3DOn1iX
TIMESTAMPS:
00:00:00 Introduction
00:01:34 What is Dark Data? (missing data matters more than what you have)
00:07:03 The perils of "changing definitions"
00:09:15 David on writing and his selective process
00:20:15 Theory-driven vs. data-driven models (& the constitution of LLMs)
00:32:08 The dilemma of partial truths
00:34:40 The "File Drawer Problem" & its adverse effects on clinical trials
00:39:09 Regression to the mean (how random variations lead to misleading conclusions)
00:44:12 Publication bias
00:48:03 Open-access models and their pitfalls
00:54:06 Why LLMs are simultaneously brilliant & stupid
01:03:40 David’s daily routine
01:06:24 The mean vs. median
01:11:07 Every type of "Dark Data" listed (watch this first!)
Sep 02, 2023
Видео The Man Who Cracked the "Dark Data" Code | David Hand канала Theories of Everything with Curt Jaimungal
Listen now early and ad-free on Patreon https://patreon.com/curtjaimungal. Sponsors:
- Brilliant: https://brilliant.org/TOE for 20% off
- Patreon: https://patreon.com/curtjaimungal (early access to ad-free audio episodes!)
- Crypto: https://tinyurl.com/cryptoTOE
- PayPal: https://tinyurl.com/paypalTOE
- Twitter: https://twitter.com/TOEwithCurt
- Discord Invite: https://discord.com/invite/kBcnfNVwqs
- iTunes: https://podcasts.apple.com/ca/podcast/better-left-unsaid-with-curt-jaimungal/id1521758802
- Pandora: https://pdora.co/33b9lfP
- Spotify: https://open.spotify.com/show/4gL14b92xAErofYQA7bU4e
- Subreddit r/TheoriesOfEverything: https://reddit.com/r/theoriesofeverything
- TOE Merch: https://tinyurl.com/TOEmerch
LINKS MENTIONED:
- Tim Maudlin Λ Tim Palmer on Interpretations of Quantum Mechanics: https://youtu.be/883R3JlZHXE
DAVID HAND'S BOOKS:
- Dark Data: https://amzn.to/446Fou1
- The Improbability Principle: https://amzn.to/3DOn1iX
TIMESTAMPS:
00:00:00 Introduction
00:01:34 What is Dark Data? (missing data matters more than what you have)
00:07:03 The perils of "changing definitions"
00:09:15 David on writing and his selective process
00:20:15 Theory-driven vs. data-driven models (& the constitution of LLMs)
00:32:08 The dilemma of partial truths
00:34:40 The "File Drawer Problem" & its adverse effects on clinical trials
00:39:09 Regression to the mean (how random variations lead to misleading conclusions)
00:44:12 Publication bias
00:48:03 Open-access models and their pitfalls
00:54:06 Why LLMs are simultaneously brilliant & stupid
01:03:40 David’s daily routine
01:06:24 The mean vs. median
01:11:07 Every type of "Dark Data" listed (watch this first!)
Sep 02, 2023
Видео The Man Who Cracked the "Dark Data" Code | David Hand канала Theories of Everything with Curt Jaimungal
Показать
Комментарии отсутствуют
Информация о видео
14 августа 2023 г. 21:00:09
01:20:10
Другие видео канала
![The mind-body problem with Sam Vaknin](https://i.ytimg.com/vi/lNN1ELLYCTg/default.jpg)
![Follow Your Instincts and Your Curiosity](https://i.ytimg.com/vi/AxsXWptFR6g/default.jpg)
![Testing Out Different Filming Techniques With Nathaniel Kahn](https://i.ytimg.com/vi/TuXOeVM2zZw/default.jpg)
![Physics Needs Philosophy More Than Ever | Salvatore Pais](https://i.ytimg.com/vi/OZeSzOnoWJE/default.jpg)
![Michael Levin: Consciousness, Cognition, Biology, Emergence](https://i.ytimg.com/vi/c8iFtaltX-s/default.jpg)
![Consciousness vs The Ruliad | Stephen Wolfram Λ Donald Hoffman](https://i.ytimg.com/vi/1m7bXNH8gEM/default.jpg)
![Time and Quantum Mechanics SOLVED? | Lee Smolin](https://i.ytimg.com/vi/uOKOodQXjhc/default.jpg)
![Fractals & the Institute for Advanced Studies](https://i.ytimg.com/vi/XhVHE1dDxK0/default.jpg)
![Protect Your Privacy!](https://i.ytimg.com/vi/ihW3Hl1nT-Q/default.jpg)
![Evidential apparitions in Leslie Kean’s book.](https://i.ytimg.com/vi/qtUOfZe1Vfs/default.jpg)
![Unveiling the Mind-Blowing Biotech of Regeneration: Michael Levin](https://i.ytimg.com/vi/Z0TNfysTazc/default.jpg)
![Basal Cognition and Large Scale Cognitive Properties | Michael Levin](https://i.ytimg.com/vi/vJJP2aTD2Bs/default.jpg)
![The Life of Alexander Grothendieck & Topos Theory | Colin McLarty](https://i.ytimg.com/vi/81sPQGIWEfM/default.jpg)
![🤯 Math, Physics, Neuroscience, & Philosophy Papers in 60s](https://i.ytimg.com/vi/8JNKFMBWZHQ/default.jpg)
![Michael Levin Λ Joscha Bach: Collective Intelligence](https://i.ytimg.com/vi/kgMFnfB5E_A/default.jpg)
![Mind-body problem with Sam Vaknin](https://i.ytimg.com/vi/4i7NidC-zwQ/default.jpg)
![Exposing the Matrix | Donald Hoffman Λ John Vervaeke](https://i.ytimg.com/vi/EwTpdCVsttI/default.jpg)
![Richard Borcherds: E8, Witten, Langlands, Modular Forms](https://i.ytimg.com/vi/U3pQWkE2KqM/default.jpg)
![Dogma in Mainstream Science! | Stephen Wolfram](https://i.ytimg.com/vi/f9W76UUX_nU/default.jpg)
![New TOE Announcements & Upcoming Guests](https://i.ytimg.com/vi/bZ6NfzvfSH4/default.jpg)
![New episode with Wolfram is out now!](https://i.ytimg.com/vi/ML_GaaZGBzs/default.jpg)