Six-week batch covering Reversal Curse, AlphaMissense, StreamingLLM, Contrastive Decoding, LongLoRA, phi-1.5 (Textbooks II), OPRO, Graph of Thoughts, Nougat, Qwen / Qwen-VL, and several influential agent and hallucination-mitigation papers. 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>