Attribution
Explicit model attribution
A decision process should make clear which model or provider contributed to a claim or position.
Security and trust
Make responsibility visible.
Deliberium’s trust direction is architectural: explicit attribution, human oversight, evidence provenance, decision traceability, and clear data-source boundaries.
Principles
Boundaries
Data-source boundaries
Roles should have defined evidence access so humans can understand what informed a contribution.
Oversight
Human responsibility
The human remains responsible for purpose, constraints, values, and final accountability.
Traceability
Decision provenance
Recommendations should preserve assumptions, challenges, revisions, minority reports, and unresolved questions.
Integrity
No silent substitution
Provider changes or model substitutions should not disappear inside an opaque workflow.
Evidence
Source visibility
Claims should connect to evidence and counter-evidence rather than relying on agreement alone.
What this page does not claim
This page describes design principles, not certifications or compliance claims. Deliberium does not claim SOC 2, ISO certification, or other external attestations here.