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Continual Learning

Continual Learning Under Self-Induced Distribution Shift
Oct 23, 2026

Continual Learning Under Self-Induced Distribution Shift

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Afterlife: Weight-Level Medium-Term Memory for AIs
Oct 22, 2026

Afterlife: Weight-Level Medium-Term Memory for AIs

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Recent Posts
Afterlife: Weight-Level Skills and Personality for Agents
Afterlife: Weight-Level Skills and Personality for Agents Oct 23, 2026
Continual Learning Under Self-Induced Distribution Shift
Continual Learning Under Self-Induced Distribution Shift Oct 23, 2026
Afterlife: Weight-Level Medium-Term Memory for AIs
Afterlife: Weight-Level Medium-Term Memory for AIs Oct 22, 2026
Sliding Window SFT vs Best-of-N in Continual Learning
Sliding Window SFT vs Best-of-N in Continual Learning Oct 21, 2026
Why First-Attempt Pass@1 Drops as SFT Agents Improve
Why First-Attempt Pass@1 Drops as SFT Agents Improve Oct 21, 2026
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AI 10 Fine-Tuning 10 Continuous Learning 9 LoRA 5 AI Agents 4 SFT 4 Self-Training 3 Catastrophic Forgetting 2 Continual Learning 2 Reinforcement Learning 2 Distribution Shift 1 Evaluation 1 LLM 1 Machine Learning 1 Recursive Self-Improvement 1 Replay Buffer 1

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