No Priors Ep. 124 | With SurgeAI Founder and CEO Edwin Chen
No Priors: AI, Machine Learning, Tech, & Startups
·
Beginner
·🚀 Entrepreneurship & Startups
·8mo ago
In the generative AI revolution, quality data is a valuable commodity. But not all data is created equally. Sarah Guo and Elad Gil sit down with SurgeAI founder and CEO Edwin Chen to discuss the meaning and importance of quality human data. Edwin talks about why he bootstrapped Surge instead of raising venture funds, the importance of scalable oversight in producing quality data, and the work Surge is doing to standardize human evals. Plus, we get Edwin’s take on what Meta’s investment into Scale AI means for Surge, as well as whether or not he thinks an underdog can catch up with OpenAI, Anth…
Watch on YouTube ↗
(saves to browser)
Chapters (18)
Edwin Chen Introduction
0:41
Overview of SurgeAI
2:28
Why SurgeAI Bootstrapped Instead of Raising Funds
7:59
Explaining SurgeAI’s Product
9:39
Differentiating SurgeAI from Competitors
11:27
Measuring the Quality of SurgeAI’s Output
12:25
Role of Scalable Oversight at SurgeAI
14:02
Challenges of Building Rich RL Environments
16:39
Predicting Future Needs for Training AI Models
17:29
Role of Humans in Data Generation
21:27
Importance of Human Evaluation for Quality Data
22:51
SurgeAI’s Work Toward Standardization of Human Evals
23:37
What the Meta/ScaleAI Deal Means for SurgeAI
24:35
Edwin’s Underdog Pick to Catch Up to Big AI Companies
24:50
The Future Frontier Model Landscape
26:25
Future Directions for SurgeAI
29:29
What Does High Quality Data Mean?
32:26
Conclusion
Playlist
Uploads from No Priors: AI, Machine Learning, Tech, & Startups · No Priors: AI, Machine Learning, Tech, & Startups · 0 of 60
← Previous
Next →
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
No Priors Ep. 13 | With Jensen Huang, Founder & CEO of NVIDIA
No Priors: AI, Machine Learning, Tech, & Startups
No Priors Ep. 8 | With Neeva’s Sridhar Ramaswamy
No Priors: AI, Machine Learning, Tech, & Startups
No Priors Ep. 7 | With Stanford Professor Dr. Percy Liang
No Priors: AI, Machine Learning, Tech, & Startups
No Priors Ep. 1 | With Noam Brown, Research Scientist at Meta
No Priors: AI, Machine Learning, Tech, & Startups
No Priors Ep. 9 | With Perplexity AI’s Aravind Srinivas and Denis Yarats
No Priors: AI, Machine Learning, Tech, & Startups
No Priors Ep. 10 | With Copilot's Chief Architect and founder of Minion.AI Alex Graveley
No Priors: AI, Machine Learning, Tech, & Startups
No Priors Ep. 11 | With Matei Zaharia, CTO of Databricks
No Priors: AI, Machine Learning, Tech, & Startups
No Priors Ep. 12 | With Noam Shazeer
No Priors: AI, Machine Learning, Tech, & Startups
No Priors Ep. 14 | With Sarah Guo and Elad Gil
No Priors: AI, Machine Learning, Tech, & Startups
No Priors Ep. 2 | With Runway ML’s Cristobal Valenzuela
No Priors: AI, Machine Learning, Tech, & Startups
No Priors Ep. 3 | With Stability AI’s Emad Mostaque
No Priors: AI, Machine Learning, Tech, & Startups
No Priors Ep. 15 | With Kelvin Guu, Staff Research Scientist, Google Brain
No Priors: AI, Machine Learning, Tech, & Startups
No Priors Ep. 4 | With Zipline’s Keller Rinaudo Cliffton
No Priors: AI, Machine Learning, Tech, & Startups
No Priors Ep. 16 | With Mustafa Suleyman, Founder of DeepMind and Inflection
No Priors: AI, Machine Learning, Tech, & Startups
No Priors Ep. 17 | With Karan Singhal
No Priors: AI, Machine Learning, Tech, & Startups
No Priors Ep. 5 | With Huggingface’s Clem Delangue
No Priors: AI, Machine Learning, Tech, & Startups
No Priors Ep. 6 | With Daphne Koller from Insitro
No Priors: AI, Machine Learning, Tech, & Startups
No Priors Ep. 18 | With Kevin Scott, CTO of Microsoft
No Priors: AI, Machine Learning, Tech, & Startups
No Priors Ep. 19 | With Anduril CEO Brian Schimpf
No Priors: AI, Machine Learning, Tech, & Startups
No Priors Ep. 20 | With Sarah Guo and Elad Gil
No Priors: AI, Machine Learning, Tech, & Startups
No Priors Ep. 21 | With Datadog Co-founder/CEO Olivier Pomel
No Priors: AI, Machine Learning, Tech, & Startups
No Priors Ep. 22 | With Instacart CEO Fidji Simo
No Priors: AI, Machine Learning, Tech, & Startups
No Priors Ep. 23 | With Snowflake's CEO Frank Slootman
No Priors: AI, Machine Learning, Tech, & Startups
No Priors Ep. 24 | With Devi Parikh from Meta
No Priors: AI, Machine Learning, Tech, & Startups
No Priors Ep. 25 | With Palantir's CTO Shyam Sankar
No Priors: AI, Machine Learning, Tech, & Startups
No Priors Ep. 26 | With Weights & Biases CEO Lukas Biewald
No Priors: AI, Machine Learning, Tech, & Startups
No Priors Ep. 27 | With Sarah Guo & Elad Gil
No Priors: AI, Machine Learning, Tech, & Startups
No Priors Ep. 28 | With Khan Academy’s Creator Sal Khan
No Priors: AI, Machine Learning, Tech, & Startups
No Priors Ep. 28 | With Khan Academy’s Creator Sal Khan (Japanese Version)
No Priors: AI, Machine Learning, Tech, & Startups
No Priors Ep. 29 | With Inceptive CEO Jakob Uszkoreit
No Priors: AI, Machine Learning, Tech, & Startups
No Priors Ep. 30 | With Vercel CEO Guillermo Rauch
No Priors: AI, Machine Learning, Tech, & Startups
No Priors Ep. 31 | With Cerebras CEO Andrew Feldman
No Priors: AI, Machine Learning, Tech, & Startups
No Priors Ep. 32 | With NEAR’s Illia Polosukhin
No Priors: AI, Machine Learning, Tech, & Startups
No Priors Ep. 33 | With Replit's CEO & Co-Founder Amjad Masad
No Priors: AI, Machine Learning, Tech, & Startups
No Priors Ep. 34 | With Ginkgo Bioworks Co-Founder and CEO Jason Kelly
No Priors: AI, Machine Learning, Tech, & Startups
No Priors Ep. 35 | With Sarah Guo and Elad Gil
No Priors: AI, Machine Learning, Tech, & Startups
No Priors Ep. 36 | With Hubspot's Co-Founder Brian Halligan
No Priors: AI, Machine Learning, Tech, & Startups
No Priors Ep. 37 | With Kawal Gandhi
No Priors: AI, Machine Learning, Tech, & Startups
No Priors Ep. 38 | With Material Security Co-Founder Ryan Noon
No Priors: AI, Machine Learning, Tech, & Startups
No Priors Ep. 39 | With OpenAI Co-Founder & Chief Scientist Ilya Sutskever
No Priors: AI, Machine Learning, Tech, & Startups
No Priors Ep. 40 | With Arthur Mensch, CEO Mistral AI
No Priors: AI, Machine Learning, Tech, & Startups
No Priors Ep. 41 | With Imbue Co-Founders Kanjun Qiu and Josh Albrecht
No Priors: AI, Machine Learning, Tech, & Startups
No Priors Ep. 42 | With Sarah Guo and Elad Gil
No Priors: AI, Machine Learning, Tech, & Startups
No Priors Ep. 43 | With Clara Shih, CEO of Salesforce AI
No Priors: AI, Machine Learning, Tech, & Startups
No Priors Ep. 44 | With Former Square CEO Alyssa Henry
No Priors: AI, Machine Learning, Tech, & Startups
No Priors Ep. 45 | With Reid Hoffman
No Priors: AI, Machine Learning, Tech, & Startups
No Priors Ep. 46 | Best of 2023 with Sarah Guo and Elad Gil
No Priors: AI, Machine Learning, Tech, & Startups
No Priors Ep. 47 | With Sourcegraph CTO Beyang Liu
No Priors: AI, Machine Learning, Tech, & Startups
No Priors Ep. 48 | With Covariant CEO Peter Chen
No Priors: AI, Machine Learning, Tech, & Startups
No Priors Ep. 49 | With Shopify VP of Core Product Glen Coates
No Priors: AI, Machine Learning, Tech, & Startups
No Priors Ep. 50 | With Stripe Head of Information Emily Glassberg Sands
No Priors: AI, Machine Learning, Tech, & Startups
No Priors Ep. 51 | With Notion CEO Ivan Zhao
No Priors: AI, Machine Learning, Tech, & Startups
No Priors Ep. 52 | With Pinecone CEO Edo Liberty
No Priors: AI, Machine Learning, Tech, & Startups
No Priors Ep. 53 | With AMD CTO Mark Papermaster
No Priors: AI, Machine Learning, Tech, & Startups
No Priors Ep. 54 | With Sarah Guo & Elad Gil
No Priors: AI, Machine Learning, Tech, & Startups
No Priors Ep. 55 | With Figma CEO Dylan Field
No Priors: AI, Machine Learning, Tech, & Startups
No Priors Ep 56 | With Baseten CEO and Co-Founder Tuhin Srivastava
No Priors: AI, Machine Learning, Tech, & Startups
No Priors Ep. 57 | With LangChain CEO and Co-Founder Harrison Chase
No Priors: AI, Machine Learning, Tech, & Startups
No Priors Ep. 58 | The argument for humanoid robots with Brett Adcock from Figure
No Priors: AI, Machine Learning, Tech, & Startups
No Priors Ep. 59 | With Sarah Guo & Elad Gil
No Priors: AI, Machine Learning, Tech, & Startups
DeepCamp AI