Facts are not scenarios
Simulations, hypotheses and recommendations remain visibly distinct from validated observations and established outcomes.
Governance and trust
Extremely intelligent. Never falsely certain.
AAB is designed to increase understanding while keeping evidence, uncertainty and authority visible.
The essential idea
Governance is part of the reasoning architecture.
AAB may identify contradictions, expose missing knowledge, connect mechanisms and support scientific reasoning. It does not silently convert a scenario into a fact, an AI output into human authority or an incomplete record into confidence.
No silent overwrite
Versions, reviews, acceptance records, changes and outcomes retain an auditable lineage.
Unknown remains unknown
Zero evidence is not confidence. Missing information becomes a named knowledge gap.
Authority is explicit
Accounts, roles and execution authority are separate. Scientists and authorised administrators retain responsibility.