Jacob sits down with Alex to discuss how Snorkel grew from an open-source project in a Stanford AI lab to a $1B company. Alex shares his thoughts on why data development is at the heart of AI development, why enterprises are slow to deploy LLM applications, and the importance of academia in the future of AI development.

00:00 intro

01:03 moving from academia to Snorkel

05:08 the evolution of Snorkel

18:33 improving pre-training

21:37 avoiding hallucinations and other errors

33:00 barriers to enterprises deploying AI

36:59 the Snorkel footprint of the future

39:37 the role of academia in AI development

42:57 over-hyped/under-hyped

44:50 how should AI regulation change going forward?

With your co-hosts:

@jasoncwarner

- Former CTO GitHub, VP Eng Heroku & Canonical

@ericabrescia

- Former COO Github, Founder Bitnami (acq’d by VMWare)

@patrickachase

- Partner at Redpoint, Former ML Engineer LinkedIn

@jacobeffron

- Partner at Redpoint, Former PM Flatiron Health

@jordan_segall

- Partner at Redpoint

早在ChatGPT出现前，就有人用AI做了一款游戏