Video wird geladen...

Video konnte nicht geladen werden

Zur Startseite

This is François Chollet discussing deep learning guided program synthesis, reasoning, o-series models and the ARC challenge. We will drop the full video hopefully later today!

MLStreetTalk's profile picture

Machine Learning Street Talk

36,185 subscribers

171,869 Aufrufe • vor 1 Jahr •via X (Twitter)

Wissenschaft & TechnologieMusikBildung
LIVE

Anya Rossi• Live Now

Private livecam show

10 Kommentare

Profilbild von Machine Learning Street Talk
Machine Learning Street Talkvor 1 Jahr

Don't forget we are meeting up in Zurich tomorrow to discuss ARC - see my previous post. Come if you are in the area!

Profilbild von RedDeer.Games
RedDeer.Gamesvor 2 Jahren

Calling all parents and little learners ❗ 🟦 THE SMURFS: LEARN AND PLAY 🟦 #educational game for kids on #NintendoSwitch With #Smurfs children can develop logical thinking skills through engaging mini-games! 🕹️ PLAY NOW ⤵️ #screenshotsaturday

Profilbild von Legally Unprecedented Dav1DPrometheus - שׁΔα
Legally Unprecedented Dav1DPrometheus - שׁΔαvor 1 Jahr

@fchollet o1 was reasoning, o3 can generalize well...

Profilbild von Tobias Holgersen
Tobias Holgersenvor 1 Jahr

@fchollet Brilliant, cant wait. This is now my fav technical pod 🔥

Profilbild von Machine Learning Street Talk
Machine Learning Street Talkvor 1 Jahr

@fchollet Thank you!

Profilbild von Ljubomir Josifovski
Ljubomir Josifovskivor 1 Jahr

@fchollet My god - I roast you mildly from time to time (mostly I'm my own head) for your symbolics bias (as perceived by myself), but - you do deliver! The previous one with .@jeffclune was a joy to listen to too. You are on a roll - keep going. 😁 Kudos well done you 👍👏

Profilbild von praveen
praveenvor 1 Jahr

@fchollet eh I didn't know that our beloved keras author was actually Harry Potter!

Profilbild von Suupa
Suupavor 1 Jahr

@fchollet Awesome!

Profilbild von Note Able
Note Ablevor 1 Jahr

@fchollet @inductionheads still claiming "search".

Profilbild von Dave 8x7B
Dave 8x7Bvor 1 Jahr

@fchollet Yes! I love your show!

Ähnliche Videos

We just released François Chollet keynote talk from #AGI24. He challenges LLM hype, discusses ARC-AGI benchmark, and proposes merging deep learning with program synthesis for true AGI progress.
9:00

We just released François Chollet keynote talk from #AGI24. He challenges LLM hype, discusses ARC-AGI benchmark, and proposes merging deep learning with program synthesis for true AGI progress.

Machine Learning Street Talk

178,245 Aufrufe • vor 1 Jahr

François Chollet (François Chollet) on the ARC Prize and how we get to AGI. At AI Startup School in San Francisco. 00:00 - The Falling Cost of Compute 00:57 - Deep-Learning’s Scaling Era & Benchmarks 01:59 - The ARC Benchmark 03:02 - The 2024 Shift to Test-Time Adaptation 05:01 - What Is Intelligence? 07:12 - Why Benchmarks Matter (and Mislead) 08:57 - ARC 1 Exposes Scaling Limits 10:58 - ARC 2: Compositional Reasoning Arrives 12:55 - Humans vs. Models on ARC2 14:58 - Previewing ARC3 & Interactive Agency 17:00 - Kaleidoscopic Hypothesis and Abstractions 22:00 - Type 1 vs. Type 2 Abstractions 26:00 - Discrete Program Search & Inventive AI 29:00 - Fusing Intuition with Symbolic Reasoning 32:00 - Building AGI Through Meta-Learning Systems
34:47

François Chollet (François Chollet) on the ARC Prize and how we get to AGI. At AI Startup School in San Francisco. 00:00 - The Falling Cost of Compute 00:57 - Deep-Learning’s Scaling Era & Benchmarks 01:59 - The ARC Benchmark 03:02 - The 2024 Shift to Test-Time Adaptation 05:01 - What Is Intelligence? 07:12 - Why Benchmarks Matter (and Mislead) 08:57 - ARC 1 Exposes Scaling Limits 10:58 - ARC 2: Compositional Reasoning Arrives 12:55 - Humans vs. Models on ARC2 14:58 - Previewing ARC3 & Interactive Agency 17:00 - Kaleidoscopic Hypothesis and Abstractions 22:00 - Type 1 vs. Type 2 Abstractions 26:00 - Discrete Program Search & Inventive AI 29:00 - Fusing Intuition with Symbolic Reasoning 32:00 - Building AGI Through Meta-Learning Systems

Y Combinator

231,696 Aufrufe • vor 11 Monaten

We just dropped our interview with Joscha Bach - here is a clip of him reiterating that Deep Learning didn't hit a wall and his admiration for François Chollet courage releasing the ARC Prize
2:34

We just dropped our interview with Joscha Bach - here is a clip of him reiterating that Deep Learning didn't hit a wall and his admiration for François Chollet courage releasing the ARC Prize

Machine Learning Street Talk

39,651 Aufrufe • vor 1 Jahr

"We are trying to build a new branch of machine learning. An alternative to Deep Learning itself...building something that we call Symbolic Descent." François Chollet joins the Y Combinator Lightcone podcast to share about our research at Ndea and the launch of ARC-AGI-3.
2:02

"We are trying to build a new branch of machine learning. An alternative to Deep Learning itself...building something that we call Symbolic Descent." François Chollet joins the Y Combinator Lightcone podcast to share about our research at Ndea and the launch of ARC-AGI-3.

Ndea

64,736 Aufrufe • vor 2 Monaten

Introducing the Ndea podcast - Abstract Synthesis. Hear the stories behind interesting academic papers in the world of program synthesis. Episode 1 features Mark Santolucito, Barnard College/Columbia University, discussing his paper "Grammar Filtering for Syntax-Guided Synthesis".
1:22

Introducing the Ndea podcast - Abstract Synthesis. Hear the stories behind interesting academic papers in the world of program synthesis. Episode 1 features Mark Santolucito, Barnard College/Columbia University, discussing his paper "Grammar Filtering for Syntax-Guided Synthesis".

Ndea

15,917 Aufrufe • vor 6 Monaten

I finally got to meet François Chollet in person recently to interview him about ARC Prize, intelligence vs memorization, human cognitive development, learning abstractions, limits of pattern recognition and consciousness development. These are the best bits. Full show released tomorrow
41:32

I finally got to meet François Chollet in person recently to interview him about ARC Prize, intelligence vs memorization, human cognitive development, learning abstractions, limits of pattern recognition and consciousness development. These are the best bits. Full show released tomorrow

Machine Learning Street Talk

79,058 Aufrufe • vor 1 Jahr

Francois Chollet + Sam Altman Fireside François Chollet and Sam Altman fireside during ARC-AGI-3 Launch Party moderated by Deedy They discuss: - Social contracts evolving - AGI views as a parent - When will labs score >85% on ARC-AGI-3?
29:02

Francois Chollet + Sam Altman Fireside François Chollet and Sam Altman fireside during ARC-AGI-3 Launch Party moderated by Deedy They discuss: - Social contracts evolving - AGI views as a parent - When will labs score >85% on ARC-AGI-3?

ARC Prize

33,168 Aufrufe • vor 2 Monaten

"I've updated my AGI timeline." One year later, Dwarkesh Patel and François Chollet meet on camera again. Both of them have shifted their AGI timelines. They dive into AGI macroeconomics, the singularity, and ARC-AGI-3 preview.
23:46

"I've updated my AGI timeline." One year later, Dwarkesh Patel and François Chollet meet on camera again. Both of them have shifted their AGI timelines. They dive into AGI macroeconomics, the singularity, and ARC-AGI-3 preview.

ARC Prize

47,455 Aufrufe • vor 10 Monaten

The Kaleidoscope Hypothesis by François Chollet
1:34

The Kaleidoscope Hypothesis by François Chollet

Machine Learning Street Talk

36,756 Aufrufe • vor 5 Monaten

May God bless Kunle Afford for this Yoruba proverbs challenge program. This episode deep gaaaaan. Even He was learning on the show.
7:01

May God bless Kunle Afford for this Yoruba proverbs challenge program. This episode deep gaaaaan. Even He was learning on the show.

Osas

15,066 Aufrufe • vor 3 Monaten

Alessandro Palmarini works under Melanie Mitchell at Santa Fe Institute - he reflects on the ARC Prize and François Chollet measure of intelligence - live on MLST now
1:06

Alessandro Palmarini works under Melanie Mitchell at Santa Fe Institute - he reflects on the ARC Prize and François Chollet measure of intelligence - live on MLST now

Machine Learning Street Talk

30,240 Aufrufe • vor 1 Jahr

.Senate Democrats walk out of the judiciary committee today — there is no reasoning with them. .Democrats keep this up and they will continue to drop in the polls. #AmericaFirst
0:58

.Senate Democrats walk out of the judiciary committee today — there is no reasoning with them. .Democrats keep this up and they will continue to drop in the polls. #AmericaFirst

Erica 🇺🇸🇺🇸🇺🇸

294,629 Aufrufe • vor 11 Monaten

Hello to Everyone !! Today, we are bringing Toys to the Front! Will drop more news later ) Victory is Russia !
0:20

Hello to Everyone !! Today, we are bringing Toys to the Front! Will drop more news later ) Victory is Russia !

Anna Ilyasova 🇷🇺 🇷🇺

23,312 Aufrufe • vor 1 Jahr

Today, we shared evals for an early version of the next model in our o-model reasoning series: OpenAI o3
9:38

Today, we shared evals for an early version of the next model in our o-model reasoning series: OpenAI o3

OpenAI

1,668,683 Aufrufe • vor 1 Jahr

On the pod: our most-requested guest! Kevin Ellis from Cornell University shares the origins of his influential neurosymbolic paper "DreamCoder". Plus: program synthesis, wake-sleep library learning, world models, running an AI research lab, and more.
1:16

On the pod: our most-requested guest! Kevin Ellis from Cornell University shares the origins of his influential neurosymbolic paper "DreamCoder". Plus: program synthesis, wake-sleep library learning, world models, running an AI research lab, and more.

Ndea

26,937 Aufrufe • vor 2 Monaten