Atia Avela

Atia Avela

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Independent AI Systems Architect & AI Evaluator Specialist. Creator of Avela. Avela separates probabilistic intelligence from deterministic execution authority: models may reason, choose, fail, abstain, or propose unsafe actions, while the Runtime independently decides what becomes authoritative state. Recorded autonomous evaluation: 199 Runtime attempts, 7/7 authority boundaries exercised, 6/6 goal-pressure worlds passed, zero partial commits, zero integrity failures, and 100% rollback success. My work focuses on stateful AI architectures where model capability and execution authority are deliberately separated. The model proposes. The Runtime decides what becomes real.

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  • Avela
    AvelaDeterministic execution authority for AI agents
    Aug 2026
    • 🎉
    Joined Product HuntAugust 26th, 2026

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19h ago

Avela - Deterministic execution authority for AI agents

AI agents are probabilistic. Execution authority should not be. Avela separates model intelligence from control over live state. Models may reason, choose, fail, abstain, or propose unsafe actions. A deterministic Runtime decides what becomes real. Recorded autonomous evaluation: 199 Runtime attempts, 7/7 authority boundaries exercised, zero partial commits, zero integrity failures, 100% rollback success. The model proposes. The Runtime decides what becomes real.
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