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Intelligence + Continual Learning = Expertise — Yu Su, NeoCognition
Continual Learning With LoRA - Never Stop Training AI Model
Continual Learning: The big challenge for AI - How to learn new things quickly | Lex Fridman Podcast
Jarrod Barnes - Real-Time Continual Learning for AI Agents
Why Continual Learning
Latent Replay for Real-Time Continual Learning by Lorenzo Pellegrini
Nested Learning & HOPE: Unlocking Continual Learning in AI
Optimal Continual Learning has Perfect Memory and is NP hard
Scaling up Continual Learning — Ronak Malde, Trajectory
Composing Continual Learning for LLM Memory
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Last Updated: September 18, 2026
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Summary
Course Website: owll-lab.com/teaching/cl_lecture/ Can AI keep getting smarter even after it's built? Discover how new systems learn from every conversation and grow their own ... Scheduling a meeting is not finding a shared slot on everyone's calendar. It is a constraint optimization over authority, priority, and ... arxiv - arxiv.org/pdf/2311.17601 Become AI Researcher & Train LLM From Scratch ... Lex Fridman Podcast full episode: youtube.com/watch?v=EV7WhVT270Q Thank you for listening ❤ our ... Presentation of the IROS 2020 paper "Latent Replay for 15min Presentation (with 3min high-level summary at the beginning) of 'Optimal Scale on policy self distillation to trajectories with a hundred tool calls and the model collapses into hedging. The tokens it learns ... In this AI Research Roundup episode, Alex discusses the paper: '
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