Yunta Tsai: agents that natively organize memory and instructions cut vulnerabilities

yunta_tsai · x · 2026-10-21

Yunta Tsai (16万字粉丝 AI 研究者) argues that a computer only cares about memory and instructions — every intermediate layer between inputs and execution is just an organization of memory and instructions in space-time. Design flaws in these layers would be far less likely, he says, if agents could freely organize memory and instructions natively, pointing toward rethinking computing abstractions for the agent era.

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