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Research Round 21 · 12 October 2026

Where Did the Trace Break? An Attempt-Bound, Fail-Closed Measurement Gate for Noetis

Reasoning & VerificationArtificial Cognitive ArchitectureEvaluation SciencePaper complete · diagnostics executed · shadow experiment proposedArchitecture impact: None

Research question

Can a boundary-tapped, attempt-bound, atomic measurement gate reconstruct every Noetis provider attempt and refuse audit-qualified release when the trace is incomplete, at fixed model compute?

Summary

Proposes the Attempt-Bound Measurement Gate (ABMG). A static audit of the current collector found 10 of 31 requirements present, 9 partial and 12 absent. D21-A is an executed deterministic development diagnostic: 34 of 34 named checks passed. Zero language-model calls, zero provider network calls, zero production-database calls. These are constructed conformance findings, not estimates of production incident rates. E21-B and H21-1 to H21-6 are proposed and untested. No model benchmark, production integration test, security audit, Noetis code change, or deployment.

Major findings

  • Under the current three-write best-effort persistence model, seven of eight possible write states are incomplete yet do not block release; ABMG audit-qualifies none of those seven. Logical state-space result, not a measured production rate.
  • Ten envelope-only mutations collide under the current content-only fingerprint, 24 equal-byte different-version source pairs and 24 distinct provider-response pairs collapse under the current records, and five bad stream fixtures are falsely accepted by a development model of the current parser; the ABMG projection separates or rejects all of them. Constructed fixtures, not production results.

Experiments

  • E21-A Deterministic attempt-bound measurement gate diagnostic (D21-A) Executed (diagnostic)
  • E21-B Shadow ABMG evaluation on real provider traffic at fixed model compute Proposed

Hypotheses

  • H21-1 The boundary-tapped ABMG collector reconstructs at least 99.5 percent of provider attempts exactly and improves reconstructability by at least 20 percentage points over the current collector on the same traffic.
  • H21-2 Under injected single-write, process-crash, and retry-race failures, false audit_qualified_released is at most 0.1 percent with a two-sided 95 percent upper confidence bound at or below 0.5 percent.
  • H21-3 Under truncated streams, malformed events, and HTTP-200-then-error cases, false-complete classification is at most 0.1 percent and recall for valid complete streams is at least 99.5 percent.
  • H21-4 With model calls held identical, A1 instrumentation adds at most 5 ms median and 20 ms p95 synchronous latency, at most 15 KB median content-free storage per provider call, and no statistically or practically meaningful answer-quality regression.
  • H21-5 Reviewers given ABMG traces reconstruct attempt lineage and terminal status at least 30 percent faster, with at least 95 percent correctness, than reviewers given current traces.
  • H21-6 The boundary tap outperforms an otherwise equivalent post-hoc collector under envelope mutation and fallback.

Architecture implications

Proposed measurement contract only. No Noetis code, inference, routing, billing, collector, or release behavior was changed.

Open questions

  • Does ABMG capture at least 99.5 percent of live attempts exactly?
  • Does synchronous gate overhead meet budget at fixed model compute?
  • Does failure labeling improve reviewer reconstruction, and does the privacy design withstand review?

Connected research

Full experimental notes, prompts, internal architecture details and implementation procedures are kept by Encevra SI Research Labs.