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Silence Has a Shape Now

Self-Correcting Systems 2026年07月17日 08:23 0 次阅读 来源:Dev.to

Seventy-three comments into the thread, someone asked a question my gate had no answer for: what happens when the proposer walks past a claim it should have surfaced? The system could catch what the model said wrong. It could not catch what the model chose not to say. That absence looked identical to clean compliance — no trace, no alarm, nothing to review. The silence was invisible. Earlier this week I published the hard limit of my memory gate. The system could detect direction changes in authority — a real source used to support a claim it never made. The relation-span clause killed a citation-shaped class of lie. Labels lagged, but boundaries held. The result was real, and I said so. I also said where it stopped working. The thread that followed broke it open in ways I could not see from the inside. The gap they found The gate watched what the proposer said . If a model claimed an authority changed, the confirmer checked the span. If the claim was wrong, the confirmer rejected it. If the claim was shaped like a citation but pointed at nothing real, the gate caught it. What the gate could not do was catch what the proposer chose not to say . nexus-lab-zen named it. If the proposer walks past a claim it should have surfaced, the artifact looks identical to clean compliance. There is no trace of the inspection that did not happen. The absence is invisible. I built the first answer: a silent-omission gate that diffs the proposer's emissions against an independent observer's footprint. If an outside watcher saw a surface the proposer never mentioned, the system fires undeclared_surface . Eight frozen cases, independently recomputed, shipped public ( f41ee0f ). But nexus came back. Instead of observing the proposer's footprint after the fact, make the proposer declare what it inspected before the diff runs. A typed "surfaces considered" set, emitted alongside proposals. Then silence splits into two states you can actually store: "I looked at X and chose not to surface

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