1. Define
Record the question, purpose, expected outcome, responsibilities and applicable governance before work begins.
The governed learning chain
AAB connects each step without erasing uncertainty or the people responsible for scientific judgement.
The essential idea
Work begins inside an authorised country and institutional context. Evidence is collected, reviewed and connected to its source. Outcomes, failures and contradictions remain visible so later reasoning can be traced and challenged.
Record the question, purpose, expected outcome, responsibilities and applicable governance before work begins.
Capture field reality, measurements, context and source material without silently rewriting prior records.
Authorised scientists assess evidence quality, uncertainty, contradictions and whether an outcome is established.
Store the reasoning chain so future teams can understand what happened, why and what still needs investigation.