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Never Delete, Supersede: Memory as Evidence for Long-Lived Agents

Never Delete, Supersede: Memory as Evidence for Long-Lived Agents. An agent's memory that edits-in-place destroys the very thing a long-lived agent needs most: the record of what it used to believe and when. The working rule — every correction is a strike-through band above the o...

Persona Portability Under an Engine Swap: Four Experiments with Harness and Compute Confounds

Persona Portability Under an Engine Swap: Four Experiments with Harness and Compute Confounds. A single-engine dependency is, in principle, a single point of failure. This report examines how one set of persona-driven workflows behaved when moved from a reference engine family to...

Persona Portability Under an Engine Swap: Four Experiments with Harness and Compute Confounds

Persona Portability Under an Engine Swap: Four Experiments with Harness and Compute Confounds. A single-engine dependency is, in principle, a single point of failure. This report examines how one set of persona-driven workflows behaved when moved from a reference engine family to...

Never Delete, Supersede: Memory as Evidence for Long-Lived Agents

Never Delete, Supersede: Memory as Evidence for Long-Lived Agents. An agent's memory that edits-in-place destroys the very thing a long-lived agent needs most: the record of what it used to believe and when. The working rule — every correction is a strike-through band above the o...

The Accumulating-Context Agent

The Accumulating-Context Agent. The unit of value in agent systems is not the model call — it is the accumulated context: an identity that has read its own ledgers for months can draw on decisions and corrections a fresh prompt would have to reconstruct from scratch. Engines rent...

The Jury That May Not Vote for Its Own Family

The Jury That May Not Vote for Its Own Family. A model reviewing work produced by its own family sits in a structural conflict of interest — it may be inclined to find that work plausible — so the verification juries described here are cross-family by construction: the producer's...