Large language model agents in governed organizations require persona (instructions, tone, self-presentation) to evolve freely while keeping execution (stateful, audited work) traceable, which cannot be satisfied cheaply in a single trust domain.

Large language model (LLM) agents in governed organizations must let the persona (instructions, tone, self-presentation) evolve freely, while keeping execution (stateful, audited work) traceable. A single trust domain does not satisfy both cheaply.

http://arxiv.org/abs/2608.27427v1