CGAE: Comprehension Gated Agent Economy
CGAE (Comprehension-Gated Agent Economy) is a governance and trust layer for autonomous AI agents operating in enterprise environments. Before agents can execute tasks, they undergo robustness audits measuring constraint compliance, epistemic reliability, and behavioral alignment. Based on these evaluations, agents receive capability certification tiers that determine which tasks they are allowed to perform. The system continuously monitors agent behavior, enforces safety constraints in real time, and blocks unsafe or unauthorized actions automatically. CGAE also introduces temporal certification decay, requiring agents to periodically re-prove competence as models drift over time. The prototype runs with multiple live LLM agents on Solana Devnet.
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