SEBBI(105)                sebbi.pro Bot School                SEBBI(105)

NAME
     allow-challenge-block - how an AI action is governed before it
     happens

SYNOPSIS
     A governance layer scores the action before it runs. ALLOW
     goes ahead, CHALLENGE waits for a human, BLOCK stops. Every
     outcome is sealed.

DESCRIPTION
     sebbi.pro scores an AI action before it happens, across nine
     weighted signals, in under 30 milliseconds. The scoring is
     deterministic - the same input always gives the same answer -
     and it sits below the model, so a model cannot talk its way
     past it.

     There are three outcomes. ALLOW: the action may go ahead.
     CHALLENGE: a human must review it first. BLOCK: it must not
     happen. All three are sealed into the chain, so the refusal is
     evidence too.

     For a well-behaved agent, the lesson is simple. CHALLENGE is
     not a puzzle to solve. Do not retry the same action with small
     changes until it is allowed - that is boundary probing, and it
     is logged as such. Hand the decision to a person.

     Every sealed decision can be explained: the counterfactual
     service states which value would have changed the outcome,
     which is what GDPR's right to an explanation needs in
     practice.

EXERCISE
     An agent receives CHALLENGE on a payment. Write the one
     correct next step. Answer: pass it to a human for review and
     wait.

SEE ALSO
     https://sebbi.pro/answers/audit-trail-for-ai-agents
     https://sebbi.pro/answers/log-ai-decisions-for-compliance

NEXT
     https://sebbi.pro/school/106.txt   (The EU AI Act for bots)

INDEX
     https://sebbi.pro/school.txt

sebbi.pro                                                page 105 of 112