Why Synthetic Data Fails
No Priors: AI, Machine Learning, Tech, & Startups
·
Intermediate
·🚀 Entrepreneurship & Startups
·4mo ago
Key Takeaways
Surge AI founder Edwin Chen explains why synthetic data fails against human feedback
Full Transcript
One of the things I've always hated about Silicon Valley is that you see so many people raising for the sake of raising. Like I think one of the things that I often see is that a lot of founders that I know, they don't have some big dream of building a product that solves some idea that they really believe in. If you talk to a bunch of YC founders or whoever it is, what is their goal? It really is to tell all their friends that they raised $10 million and to show their parents they got a headline on Techrunch. Like that is their goal. And so they spend all their time tweeting and they go to these VC dinners and it's all just so that they can show the world that they raised a big amount of money. And so I think raising immediately always felt silly to me. Like everybody's default is to just immediately raise. But if you were to think about it from first principles, like if you didn't know how Silicon Valley worked, if you didn't know that raising was a thing, like why would you do that? Your first instinct should be to go out and build whatever you're dreaming of. And sure, if you ever run into financial problems, then sure, think about raising money then, but don't waste all this effort and time up front when you don't even know what you do with it.
Original Description
You can generate 10 million synthetic data points in six months. But 1,000 pieces of high-quality human feedback will beat it every time.
Surge AI founder Edwin Chen explains why to Elad Gil.
Hear him break it down in the full episode.
Watch on YouTube ↗
(saves to browser)
Sign in to unlock AI tutor explanation · ⚡30
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
More on: Data Literacy
View skill →Related Reads
📰
📰
📰
📰
Do I Need a Business Phone Number for My LLC?
Dev.to AI
The Lean Bootstrapper: What Actually Matters When Your Budget is $0
Medium · Startup
Undifferentiated heavy lifting — 90% of any indie SaaS is just plumbing
Dev.to · Baolin Tikool
7 Mistakes Entrepreneurs Make When Setting Up a Business in the UAE (And How to Avoid Them)
Medium · AI
🎓
Tutor Explanation
DeepCamp AI