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A bank payment desk where an AI agent can investigate freely but cannot move money without a revocable mandate from a person, built on WebMCP.
Phoenix uses GitLab Orbit to build a Software Future Twin that simulates engineering decisions, discovers black swan risks, and coordinates mitigation before code reaches production.
Every other submission teaches the agent what to do. SPLUNK-MIND teaches it what it doesn't know.
SIFT-MIND teaches AI what it cannot know. A deterministic, cryptographically-bound epistemic ledger that blocks hallucinated forensic reports on SANS SIFT.
