Human-approved coordination protocol for bounded agent delegation, decision gates, transport boundaries, and audit evidence.
Ray Resilience: an accountable GeoAI system for place-based disaster intelligence — resilience intelligence for every place. WebGIS/smartphone PWA + Steward Harness. OASIS @ ACM SIGSPATIAL 2026 Track A.
Evidence-based checklist and scorer for deciding whether one AI workflow is ready for a controlled pilot.
Accountable AI Engineering — an open suite for running AI agents you can prove are under control, on infrastructure you own.
Graph-Native Context & Accountable AI Memory Infrastructure
Vendor-neutral, no-key regression harness for controlled AI workflows with evidence and release gates.
Builder's guide to accountable tech
Structural governance architecture for accountable AI systems
No-key reference implementation for policy-gated, human-approved AI workflows with evaluation and audit logs.
A plain public door to the KINGDOM foundation, standard, living atlas, and independent project homes.
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