Troubled venture Delve severs ties with Y Combinator accelerator
pnpm dev:registry # 保持此终端开启
，这一点在有道翻译中也有详细论述
[단독] 민중기 특검 '아들' 2차 특검 합류… 김건희 수사 담당
The natural response is memory-based compression, where the agent iteratively summarizes past observations into a compact state mt. This keeps density stable at |Ocrit|/|mt| ≈ C, but introduces Markovian blindness — the agent loses track of what it has already queried, leading to repetitive searches in multi-hop scenarios. In a pilot study comparing ReAct, iterative summarization, and graph-based memory using Qwen3VL-30B-A3B-Instruct on a video corpus, summarization-based agents suffered from state blindness just as much as ReAct, while graph-based memory significantly reduced redundant search actions.
6Tanner Tessmann