Source-backed record
Observations, measurements and source material remain connected to where they came from.
Governance and trust
Trust should come from what the system refuses to hide.
AAB is being built to increase scientific understanding without disguising uncertainty, erasing disagreement or transferring human authority to software. Evidence, limits, decisions and responsibility are intended to remain visible throughout the system.
Evidence integrity
AAB is designed to show why something is being considered.
Trust depends on being able to separate what the evidence actually establishes from what may only be inferred, hypothesised or still missing.
Reasoned possibility
A relationship may be worth examining without being represented as established truth.
Named knowledge gap
Missing evidence is made visible instead of being converted into a convenient answer.
Disagreement retained
Conflicting evidence stays available so scientists can investigate why results differ.
No automatic promotion.An AI output, candidate relationship or generated hypothesis does not become accepted scientific knowledge merely because the system produced it.
Uncertainty is part of the record
A system that always sounds certain is not a trustworthy scientific system.
AAB is intended to preserve the things that are easiest to lose: negative outcomes, unresolved mechanisms, competing explanations, failed approaches and evidence that does not fit the preferred story.
Failures remain visible
A failed trial can prevent future teams from repeating the same path and can reveal conditions that matter scientifically.
Contradictions are useful
Disagreement between records can become the reason for a new investigation rather than something to smooth away.
Versions are not overwritten
Changes, reviews, decisions and outcomes retain a lineage so later users can understand how a conclusion evolved.
Possibility remains possibility
Simulation, recommendation and hypothesis remain visibly different from validated observation and established outcome.
Scientific sovereignty
Your country's science stays in your country.
AAB is designed so each participating country operates an isolated application, authentication and database environment created from the approved clean AAB foundation.
AAB software updates move in. Country scientific records and derived scientific representations do not flow back into canonical AAB or into another country's system merely because the country uses AAB.
That protected boundary includes scientific records and derived representations such as embeddings, trained weights or adapters, feature vectors, distilled patterns, scientific aggregates and similar representations derived from protected country science.
AAB CANONICALApproved software + capability releasesR&D · public/open knowledge · controlled testing · governed feedback
APPROVED CAPABILITY MOVES OUTWARD
NO DEFAULT SCIENTIFIC DATA RETURNRaw records · embeddings · trained weights · distilled patterns · scientific aggregates
Any future sharing of country scientific information requires a separate, explicit country-authorised process. It is never implied by participation in AAB.
AAB does not need sovereign science to improve its software.
Canonical capability can improve through AAB R&D, public/open science, synthetic and controlled validation material, independent review and separately governed product or methodology feedback.
A country's own scientific memory can benefit that country.
Country-local reasoning and retrieval may use that country's authorised scientific history inside its own environment. That local improvement does not automatically become canonical AAB capability.
Product feedback is a separate choice.
Feedback about AAB's behaviour should be opt-in and designed not to contain protected country science. If scientific information must be shared, a separate country-authorised governance process is required.
Security and privacy
Security is treated as an operating boundary, not a decorative badge.
AAB's design separates public presentation, platform control and country environments. Identity, membership, role and scope are intended to be resolved from protected server-side state rather than browser-assigned claims.
Authentication is not authority
Successful sign-in establishes control of an identity. It does not by itself create membership or role authority.
Fail closed
Where authority, scope or prerequisites cannot be established, the intended behaviour is to deny progression rather than assume permission.
Protected infrastructure
Credentials, private keys and privileged operations are not intended to be exposed through public interfaces or public source.
Independent testing matters
Security hardening is part of the build process, and production use should be supported by appropriate independent security review.
Transparency about maturity
Architecture is not operational proof.
AAB publicly distinguishes what has been proven in controlled rehearsal, what is built and under validation, what exists architecturally and what remains future direction.
Governance by design
The objective is not blind trust. It is inspectable responsibility.
AAB is being developed so evidence, uncertainty, authority and system limits remain understandable to the people responsible for scientific and institutional decisions.