LUMINA-30: non-binding boundary framework for preserving effective human refusal before irreversible AI consequences.
LUMINA-30 incident review hub for evaluating whether effective human refusal authority remained before irreversible external impact from advanced AI systems.
Evidence architecture for justified reliance and practical human control in AI-mediated decisions.
Trust-aware recovery for autonomous agent fleets: detect trust breaks, compute dependency blast radius, reuse verified work, and selectively recompute affected branches on Google Cloud.
Canonical GitHub organization profile and community health defaults for EvidenceBound.
Frozen Phase III baseline of the Elias Reference Agent. Preserves P3-F01 through P3-F08-S01, including first-observed failures and successor controls for authority resolution, revalidation, conflict handling and provenance standing at consequence and commit boundaries.
Reversible autonomy for professional AI agents: compute minimal policy-valid human authority and propagate later correction through reversible descendants without erasing unrelated safe work.
Framework-agnostic runtime for evidence-bound AI agents: provenance, executable policy, deterministic verification, blast-radius analysis and fail-closed selective recovery.
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