Why The Next AI Breakthroughs Will Be In Reasoning, Not Scaling

Y Combinator · Beginner ·🛡️ AI Safety & Ethics ·1y ago
There's an ongoing debate about whether AI scaling laws will hold or hit a wall in the near future. However, what's clear now is today's models already have the power to increase productivity in ways that would have been unimaginable just a few years ago. In this episode of the Lightcone, we dig into the results of a recent o1 hackathon hosted by YC to find out what can be unlocked when founders leverage a SOTA reasoning model. Chapters (Powered by https://bit.ly/chapterme-yc) - 0:00 Intro 1:15 The intelligence age 4:18 YC o1 hackathon 12:09 4 orders of magnitude 14:42 The architecture of o1 21:52 Getting that final 10-15% of accuracy 32:06 The companies/ideas that should pivot because of o1 34:44 Outro
Watch on YouTube ↗ (saves to browser)
Sign in to unlock AI tutor explanation · ⚡30

Playlist

Uploads from Y Combinator · Y Combinator · 0 of 60

← Previous Next →
1 Mark Zuckerberg at Startup School 2012
Mark Zuckerberg at Startup School 2012
Y Combinator
2 Jessica Livingston at Startup School 2012
Jessica Livingston at Startup School 2012
Y Combinator
3 Ben Silbermann at Startup School 2012
Ben Silbermann at Startup School 2012
Y Combinator
4 David Rusenko at Startup School 2012
David Rusenko at Startup School 2012
Y Combinator
5 Tom Preston Werner at Startup School 2012
Tom Preston Werner at Startup School 2012
Y Combinator
6 Joel Spolsky at Startup School 2012
Joel Spolsky at Startup School 2012
Y Combinator
7 Travis Kalanick at Startup School 2012
Travis Kalanick at Startup School 2012
Y Combinator
8 Hiroshi Mikitani at Startup School 2012
Hiroshi Mikitani at Startup School 2012
Y Combinator
9 Ron Conway at Startup School 2012
Ron Conway at Startup School 2012
Y Combinator
10 Balaji Srinivasan at Startup School 2013
Balaji Srinivasan at Startup School 2013
Y Combinator
11 Chris Dixon at Startup School 2013
Chris Dixon at Startup School 2013
Y Combinator
12 Dan Siroker at Startup School 2013
Dan Siroker at Startup School 2013
Y Combinator
13 Diane Greene at Startup School 2013
Diane Greene at Startup School 2013
Y Combinator
14 Jack Dorsey at Startup School 2013
Jack Dorsey at Startup School 2013
Y Combinator
15 Mark Zuckerberg at Startup School 2013
Mark Zuckerberg at Startup School 2013
Y Combinator
16 Nate Blecharczyk at Startup School 2013
Nate Blecharczyk at Startup School 2013
Y Combinator
17 Phil Libin at Startup School 2013
Phil Libin at Startup School 2013
Y Combinator
18 Ron Conway at Startup School 2013
Ron Conway at Startup School 2013
Y Combinator
19 Office Hours at Startup School 2013 with Paul Graham and Sam Altman
Office Hours at Startup School 2013 with Paul Graham and Sam Altman
Y Combinator
20 Chase Adam at Startup School 2013
Chase Adam at Startup School 2013
Y Combinator
21 Jessica Livingston at Female Founders Conference 2014
Jessica Livingston at Female Founders Conference 2014
Y Combinator
22 Julia Hartz at Female Founders Conference 2014
Julia Hartz at Female Founders Conference 2014
Y Combinator
23 Elli Sharef at Female Founders Conference 2014
Elli Sharef at Female Founders Conference 2014
Y Combinator
24 Kathryn Minshew at Female Founders Conference 2014
Kathryn Minshew at Female Founders Conference 2014
Y Combinator
25 Elizabeth Iorns at Female Founders Conference 2014
Elizabeth Iorns at Female Founders Conference 2014
Y Combinator
26 Jessica Mah at Female Founders Conference 2014
Jessica Mah at Female Founders Conference 2014
Y Combinator
27 Office Hours at Startup School NY 2014
Office Hours at Startup School NY 2014
Y Combinator
28 Apoorva Mehta at Startup School NY 2014
Apoorva Mehta at Startup School NY 2014
Y Combinator
29 David Lee at Startup School NY 2014
David Lee at Startup School NY 2014
Y Combinator
30 Chase Adam at Startup School NY 2014
Chase Adam at Startup School NY 2014
Y Combinator
31 Closing Remarks at Startup School NY 2014
Closing Remarks at Startup School NY 2014
Y Combinator
32 Introduction at Startup School NY 2014
Introduction at Startup School NY 2014
Y Combinator
33 Shana Fisher at Startup School NY 2014
Shana Fisher at Startup School NY 2014
Y Combinator
34 Zach Sims at Startup School NY 2014
Zach Sims at Startup School NY 2014
Y Combinator
35 Kathryn Minshew at Startup School NY 2014
Kathryn Minshew at Startup School NY 2014
Y Combinator
36 Adora Cheung
Adora Cheung
Y Combinator
37 Ian Hogarth
Ian Hogarth
Y Combinator
38 Hiroki Takeuchi
Hiroki Takeuchi
Y Combinator
39 Alfred Lin with Justin Kan
Alfred Lin with Justin Kan
Y Combinator
40 Urska Srsen
Urska Srsen
Y Combinator
41 Office Hours with Kevin & Qasar
Office Hours with Kevin & Qasar
Y Combinator
42 Paul Buchheit
Paul Buchheit
Y Combinator
43 Y Combinator Partners Q&A
Y Combinator Partners Q&A
Y Combinator
44 Eric Migicovsky at Startup School SV 2014
Eric Migicovsky at Startup School SV 2014
Y Combinator
45 Jim Goetz and Jan Koum at Startup School SV 2014
Jim Goetz and Jan Koum at Startup School SV 2014
Y Combinator
46 Michelle Zatlyn and Matthew Prince at Startup School SV 2014
Michelle Zatlyn and Matthew Prince at Startup School SV 2014
Y Combinator
47 Jessica Livingston Introduces Startup School SV 2014
Jessica Livingston Introduces Startup School SV 2014
Y Combinator
48 Danae Ringelmann at Startup School SV 2014
Danae Ringelmann at Startup School SV 2014
Y Combinator
49 Hosain Rahman at Startup School SV 2014
Hosain Rahman at Startup School SV 2014
Y Combinator
50 Kevin Systrom at Startup School SV 2014
Kevin Systrom at Startup School SV 2014
Y Combinator
51 Emmett Shear at Startup School SV 2014
Emmett Shear at Startup School SV 2014
Y Combinator
52 Reid Hoffman at Startup School SV 2014
Reid Hoffman at Startup School SV 2014
Y Combinator
53 Ron Conway at Startup School SV 2014
Ron Conway at Startup School SV 2014
Y Combinator
54 Andrew Mason at Startup School SV 2014
Andrew Mason at Startup School SV 2014
Y Combinator
55 Tracy Young Speaks at Female Founders Conference 2015
Tracy Young Speaks at Female Founders Conference 2015
Y Combinator
56 Ruchi Sanghvi Speaks at Female Founders Conference 2015
Ruchi Sanghvi Speaks at Female Founders Conference 2015
Y Combinator
57 Kimberly Bryant Speaks at Female Founders Conference 2015
Kimberly Bryant Speaks at Female Founders Conference 2015
Y Combinator
58 Fundraising Panel at Female Founders Conference 2015
Fundraising Panel at Female Founders Conference 2015
Y Combinator
59 Jessica Livingston Speaks at Female Founders Conference 2015
Jessica Livingston Speaks at Female Founders Conference 2015
Y Combinator
60 Adora Cheung Speaks at Female Founders Conference 2015
Adora Cheung Speaks at Female Founders Conference 2015
Y Combinator

Related AI Lessons

What Is AI Jailbreaking? The Security Challenge Reshaping LLMs
Learn about AI jailbreaking, a security challenge that threatens LLMs by bypassing safety guardrails and content filters, and why it matters for AI development
Dev.to AI
AI Is Forcing Us to Redefine What It Means to Be Smart
AI is redefining what it means to be smart, shifting focus from technical problem-solving to deeper human intelligence
Medium · AI
Gait Recognition: The Next Frontier in Biometric Security using AI
Learn how gait recognition using AI is revolutionizing biometric security and why it matters for cybersecurity and identity management
Medium · Cybersecurity
The Model Answered. Nobody Asked Who Authorized That.
Ensure accountability in AI model decisions by implementing authorization and transparency mechanisms
Dev.to AI

Chapters (8)

Intro
1:15 The intelligence age
4:18 YC o1 hackathon
12:09 4 orders of magnitude
14:42 The architecture of o1
21:52 Getting that final 10-15% of accuracy
32:06 The companies/ideas that should pivot because of o1
34:44 Outro
Up next
AI Management Essentials: Integrating ISO 42001 & ISO 23894
Coursera
Watch →