Why Continual Learning

Summary

Stephanie Chan from DeepMind visited the Kempner Seminar Series on February 6, 2026, to discuss: "What Happens After We ... We have models that pass the bar exam and write functional code in seconds. But if you actually use them for real work, you ... Lex Fridman Podcast full episode: youtube.com/watch?v=EV7WhVT270Q Thank you for listening ❤ our ... Today's AI models keep getting smarter, but every conversation still feels their first day on the job. Trajectory co-founder Arjun ... Watch CEO of CogitAI, Mark Ring, at the Full episode: youtu.be/n1E9IZfvGMA Me on twitter: x.com/dwarkesh_sp Dario Amodei thinks we are just a few years ... In his talk Michael makes the case for on-going, ... about on the podcast: dwarkesh.com/ TIMESTAMPS 00:00:00 Read the essay here: dwarkesh.com/p/era-of- Scale on policy self distillation to trajectories with a hundred tool calls and the model collapses into hedging. The tokens it learns ... arxiv - arxiv.org/pdf/2311.17601 Become AI Researcher & Train LLM From Scratch ... Agents fail in production in ways that static benchmarks cannot fully capture. The key question is whether they can learn from ... At our latest Snorkel AI Reading Group, Parth Asawa presents