Action Model & LAMs: Beyond LLM Wrappers
Large Action Models operate directly on software interfaces instead of relying on APIs. Perception → decision → execution on real UIs.
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Twitter Digest: LLM/AI Trends
DeepSeek V4 rumors, Kimi K2.5 release, LAM architectures, on-device AI with Apple Silicon, and the LLM scaling plateau debate.
LLM Long Conversation Memory: A Comprehensive Survey
100+ pages covering context window extensions, external memory architectures, attention mechanisms, and persistent memory systems.