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Creator of EvidenceBound and Founder of SignalReview. Building fail-closed AI verification and tamper-evident Proof Packs.
A bank AI does routine vendor work; humans approve risk; if evidence changes, affected work is undone and payment stays blocked.
A human approves one release, the AI gains the WebMCP release tool, and correction or revocation makes it disappear.
When document evidence changes, preserve prior human authority only under the exact evidence-equivalence policy frozen when it was granted.
Selective self-healing for agent fleets: exact trust blast radius, fail-closed actions, durable revalidation, and exact-run Google Cloud audit.
Most agents remember answers. EvidenceBound remembers the proof.
Fail-closed governance for DataHub agents: read metadata, verify evidence, generate tamper-evident Proof Packs, and allow write-back only when deterministic checks pass
A governed Codex workflow that generates, sandboxes, validates, and seals reviewable analytics modules—without automatic deployment.
A quota-safe Qwen Cloud sports intelligence war room where four adversarial agents audit shared evidence, expose missing data, and publish bounded verdicts