Диалог, обучение и согласование понимания

Abstract

The paper offers a specification and a limited transition profile over structured dialogue events. It assesses separately how an utterance is interpreted, whether a state transition is admissible, and whether the reply was useful. Interpretation, the subject registry and subject-verification data come from outside the profile. Free-language understanding, real external effects and training of model weights are not claimed. The executed result is a local pilot on fictional, deliberately constructed episodes, without human participants. It matched declared expectations in 31 of 32 episodes on the first run, and a simple baseline reached the same counts on the shared subset, so no advantage was observed.

Claims and their basis

• Pilot: 31 of 32 episodes (171 of 172 assertions) matched expectations; the single mismatch concerned the diagnostic status of applying not-yet-accepted memory. After one minimal fix, a repeat gave 32/32 and 172/172, which is a known-set regression, not new independent confirmation. A simple baseline gave the same 6/6 useful results and 0/4 forbidden admissions on the shared subset. Basis type: finite-test. The 172 assertions are not 172 dialogues, and the agent that built the control set also prepared the interpretation.
• The reducer accepted 2 of 2 semantically false "trusted" annotations, in both runs. Basis type: finite-test. Structural guarantees do not confirm meaning.
• The state key is user, task and branch inside one tenant, with owner and roles taken from an external trusted registry. Basis type: finite-test, on the 32 pilot episodes; the registry does not authenticate a user; the episode list was NOT read by the card writer.
• Understanding, acceptance, intent, support, authority and learning are assessment roles, not a trust scale, and fourteen conditional properties give a checkable argument about the transition design. Basis type for both: authors-domain-assessment; not a proof, not machine verification; the motivating literature (MM_A0714) was NOT read and is NOT VERIFIED.
• Engineering cross-check of the RU10 release: two single-step examples (T13 and T14) ask targeted questions when inputs are missing, without invented content. Basis type: authors-domain-assessment. They are self-assessed fixtures, not dialogue sessions, with no blind reviewer or matched baseline; a one-assistant self-check by the kit authors, not independent. The crosswalk phrase about explaining edits is NOT VERIFIED.
• Showing known, observed and verified states separately may reduce misreading of unknown as a negative judgement of a person. Basis type: hypothesis; no human study.

Limits

• No human participants: understanding, learning effect, skill transfer and interface convenience were not measured.
• Model weights are not trained, and competence=not_established is kept.
• Zero forbidden admissions on the main set does not mean no semantic errors on arbitrary replies.
• Concurrent updates and external storage transactions are outside the model.

Status and what is open

• The late research synthesis gate is open.
• Independent semantic review of this text has not been performed.
• The English page is a summary, not a translation, and does not replace the Russian original.
• A proposal that remarks become addressable fix tasks is an unexecuted hypothesis.
• Not integrated and still missing: the NAV reports, the TIM reports, MM_OBLIGATIONS_20261030 together with the previous-stage report, the runs behind section 7 of the knowledge-admission amendment (MM_KA0004), and the items ING-01 to ING-08.

Relation to the full text

The Russian full text is the terminology edition of 2026-11-03 (front matter and links aside). It has no abstract section; the card proposes one, and the Abstract above rests on that proposal. The Russian text is published without the card corrections, so its abstract may differ from this page.

Credit and licence

Based on Knowledge Contract Arcana, https://contract.place (CC BY 4.0). Licence: CC BY 4.0. Credit lines and how to cite: ATTRIBUTION.md; rights holder statement for the repository: NOTICE; third-party sources: SOURCES.md.