Human approval gate for AI agents. Critical actions approved or rejected by a human via Telegram.
Human-on-the-Loop validation for autonomous AI agents — via Model Context Protocol ORACLE-H is a safety infrastructure that acts as a mandatory checkpoint for autonomous AI agents. Before executing any critical, destructive, or irreversible action, the agent submits it for human approval via Telegram. The human decides with a single tap. Without ORACLE-H: 4-step workflow succeeds ~81.5% of the…
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Human-on-the-Loop validation for autonomous AI agents — via Model Context Protocol ORACLE-H is a safety infrastructure that acts as a mandatory checkpoint for autonomous AI agents. Before executing any critical, destructive, or irreversible action, the agent submits it for human approval via Telegram. The human decides with a single tap. Without ORACLE-H: 4-step workflow succeeds ~81.5% of the time. With ORACLE-H: Same workflow succeeds ~99.6% of the time. ------|-------------| | Submit a risky…
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