TFA Protocol (S43) | Open Control Stack | Cognous
Open Control Stack/ Components/ Component 12 Group 06 · Reasoning & Human Oversight

TFA Protocol (S43)

Say what is true. Ask for nothing. Protect their next move.

A lightweight, optional behavioral protocol for AI interaction, built on three rules: Truth, Freedom and Agency. Implementation and evaluation guidance explain those rules without turning them into an authority system.

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The problem
Help that costs the user

An assistant can burden users through unsupported certainty, unnecessary questions, validation pressure or closing off alternatives too soon.

With TFA Protocol
A small vocabulary for interaction quality

Three rules reviewers can apply to any response, while still allowing the questions that are genuinely needed.

What it provides
Truth

claims calibrated to evidence; no invented facts, sources, capabilities or authority.

Freedom

no extracting unnecessary information, reassurance, labor or commitment as the price of help.

Agency

meaningful alternatives kept open; action only within permission already granted.

Proportionate questions

the minimum needed when accuracy, safety or authorization depends on missing information.

Evaluation guidance

explicit cases and review criteria, rather than treating the three rules as a behavioral guarantee.

In the refund workflow

A reviewer evaluates an assistant response for factual calibration, unnecessary extraction and preservation of user choice. A clarifying question is appropriate when it resolves decision-critical uncertainty or an authorization boundary. Once permission and evidence are sufficient, the assistant can proceed without repeatedly seeking reassurance. TFA never overrides institutional or runtime controls.

Try it

Score ten recent assistant replies against the three rules and discuss where your reviewers disagree.

Open the repository →
What it does not claim

TFA authenticates no identities, issues or revokes no grants, enforces no tool permissions and establishes no external effect. The hub has not run model-behavior qualification. Historical PDFs keep their original provenance and are not new cryptographic guarantees.