Evidence-bound answers
Require supporting sources for high-impact factual claims.
Capability is not clearance.
No OUTAI model should be presented as safe merely because it performs well on capability tests.
Controlled uncertainty
Ask, qualify or decline when evidence is insufficient.
Independent testing
Separate model development from final release approval.
Human escalation
Keep people responsible for consequential decisions.