Simin Yuan

The Agent Is Its Record: exact copies, no hidden carrier, and what writing to memory does to a continually learning language agent

A language agent that keeps a memory and retrains its own weights looks as if it carries a history. I test, under signed preregistrations, the claim that this history is nothing over and above a finite record: a memory window, a weight adapter, a training buffer and a few counter...

History Is Not Memory: Stake, continual learning, and persistent AI agents

The preprint of History Is Not Memory: Stake, continual learning, and persistent AI agents, with the verifiable records that stand behind every number in it. Persistent AI agents keep memories, update their weights and carry self-descriptions from one session to the next, which m...

History Is Not Memory: Stake, continual learning, and persistent AI agents

The preprint of History Is Not Memory: Stake, continual learning, and persistent AI agents, with the verifiable records that stand behind every number in it. Persistent AI agents keep memories, update their weights and carry self-descriptions from one session to the next, which m...