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Anthropic Workshop: Build Agents That Run for Hours — Ash Prabaker & Andrew Wilson
Continual Learning: The big challenge for AI - How to learn new things quickly | Lex Fridman Podcast
Continual Learning for AI Agents: From Failures to Durable Improvements - Soheil Feizi, RELAI
How Long-Running AI Agents Work | Matt Aitken’s Infrastructure Lessons
Agents need continual learning.
Scaling up Continual Learning — Ronak Malde, Trajectory
The Four Types of Memory Every AI Agent Needs
4 AI Agents To Automate 99% Of Your Life
Memory and dreaming for self-learning agents
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Last Updated: October 3, 2026
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Summary
Jack Min Ong from Prime Intellect Inc will discuss Why self-evaluation is a trap and adversarial evaluator Lex Fridman Podcast full episode: youtube.com/watch?v=EV7WhVT270Q Thank you for listening ❤ our ... At supermemory, we are doubling down and pushing the frontier for memory and in-context Scale on policy self distillation to trajectories with a hundred tool calls and the model collapses into hedging. The tokens it learns ... Join my free newsletter: sandeepswadia.beehiiv.com/ Take us on your morning How memory and dreaming turn Claude Managed
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