Research Round 17 · 8 October 2026
When the Question Changes: Recoverable Evidence Under a Context Budget
Research question
When a follow-up question changes which facts are decisive, does a compressed handoff that records dependencies and a declared scope improve supported completion over a strong contextualized prose summary, when both can reopen the same sources and all work is charged to the same budget?
Summary
Studies a bounded handoff with supported facts, relations, a declared scope and source locators, and an explicit scope check when the question changes. Executed finite constructed diagnostics: 28 named checks, all 15 partitions of a four-world example, 60 deterministic recompressions, and twelve developer fixtures. E17-B is proposed, not run or preregistered; H17-1/H17-2/H17-3 are untested. No new language-model benchmark, Noetis performance gain, or deployment.
Major findings
- Constructed example: a one-bit message that answers the release question perfectly leaves a 3/4 accuracy ceiling on a later test-status question under a stipulated uniform distribution. A possibility result, not model performance.
- Exact enumeration: 5, 2 and 1 of 15 partitions preserve every answer as the question family grows, needing at least 2, 3 and 4 message states. None of 60 deterministic recompressions restores a lost distinction.
Experiments
- E17-A Exact finite constructed recoverability diagnostics Executed (diagnostic)
- E17-B Frozen-handoff question-change study (P0/P1/S0/S1) Proposed
Hypotheses
- H17-1 Under the same explicit scope check, a structured record improves changed-question supported completion over strong prose without unacceptable damage or cost.
- H17-2 An explicit scope check recovers confident omissions on changed-question cases.
- H17-3 Reopening helps only when it supplies usable evidence.
Architecture implications
Proposed protocol only. No Noetis behavior, inference, routing, billing, risk value, or collection-gate change.
Open questions
- Does a structured record beat strong prose under the same explicit scope check at equal total cost?
- Does a scope check recover confident omissions beyond unrestricted discretionary lookup?
- Does reopening help only when it actually exposes usable evidence?
Connected research
Full experimental notes, prompts, internal architecture details and implementation procedures are kept by Encevra Research.
