SCANOVICHApplied AI research lab
Projects/research

Evidence-bound decision workflow

A research core in which a claim needs versioned evidence and an action needs an approval that cannot be reused or forged.

Status
research
Code
closed code
Research line
Evidence and authority for machine decisions
Updated
2026-10-15

What exists

  • A threat model that says what the system promises against each kind of attacker, and what it does not.
  • A suite of adversarial scenarios kept as permanent regression tests.
  • Versioned decisions and an experiment register.

What is being tested

Whether a workflow that binds evidence versions, policy, date and jurisdiction to each decision makes fewer unsupported claims than a strong ordinary baseline, at an acceptable cost and review load.

Why it is in the lab

It is the most general form of the lab’s question: when is a machine allowed to say something, and when is it allowed to act.

How to engage

A joint study on your decision process — the question, the baseline and the test cases are written down before any code.

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