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.
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