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Witnessability / About / An open research direction

Make the grounds for a claim inspectable.

The work brings together conceptual research, claim-boundary analysis and practical examples. Its purpose is to help people understand what their evidence supports and what remains to be established.

Witnessability editorial explanation · 30 October 2026, revised 3 November 2026
Prepared with AI assistance. Authorship and responsibility.
Read the linked publications for their exact definitions and status.

Purpose

The working mission is to make the gap between evidence and a claim visible, bounded and reportable, and to help designers provide the observations and records needed for the claims people will rely on.

This direction includes a constructive responsibility: preserve supported findings, make assumptions explicit and identify feasible ways to obtain missing grounds. A limitation can be a useful research result when its scope and basis are clear.

Authorship and document responsibility

The published Witnessability Model 1.1 names Mikhail A. Sergeev and Vladimir Ikher as its authors. The Conceptual Core 1.0 release records identify Mikhail A. Sergeev as release authority. Each publication remains the source for its own authorship, license and status.

Documents and supporting work may be developed with AI assistance. The Core release includes a human-directed, AI-assisted or mixed authorship qualification. AI assistance alone does not establish independent review, and a generated explanation does not change a published source.

Interest disclosure: Mikhail A. Sergeev is also the founder of WitSeal, which witseal.com presents as a production-oriented implementation of WEXP. This site makes no claims about WitSeal, and WitSeal's claims are not endorsed here.

Status and governance

Published releases, working drafts and illustrative website explanations are separate kinds of material. A change to a website explanation does not amend a released document. Errata and new versions follow the applicable publication process.

A neutral home with contributors from several organizations is a development goal. This page does not assert that a foundation has been incorporated or that a multi-party governance structure has already been established.

Contribute a question that can be checked

A useful contribution identifies the exact proposition, the evidence or artifact, the source version and the grounds for the finding. A counterexample, a corrected assumption or a reproducible bounded test can be more useful than a broad endorsement.

Use the issue tracker of the relevant public repository for document-specific findings. For broader research contact, write to Mikhail Sergeev at mikhailsergeev369@gmail.com.

Sources and next steps