Six-week batch covering Ring Attention, Self-RAG, Zephyr, Llemma, MetNet-3, Next-Gen AlphaFold, Chain-of-Note, JARVIS-1, Matryoshka Diffusion, Min-K% Prob, and the influential LLMs-Can-Deceive stock-trading agent result. Each paper now has per-paper sub-bullets with concrete metrics and takeaways. Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>