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Determinism and Trust

Agents require deterministic interactions — the same inputs with the same preconditions should produce the same outcomes. Trust in agent interactions is built on predictable behavior governed by explicit contracts.

Why Determinism Matters​

Non-deterministic interactions create:

  • Unpredictable side effects
  • Inconsistent operation outcomes
  • Difficulty in debugging agent behavior
  • Erosion of user trust in agent actions

How AXAG Enables Determinism​

  1. Typed parameters — Agents know exact input requirements
  2. Explicit preconditions — Agents verify state before execution
  3. Declared postconditions — Agents verify expected outcomes
  4. Idempotency declarations — Agents know if retry is safe
  5. Side effect declarations — Agents assess full impact before execution

Trust Model​

Trust in AXAG is contractual: agents trust the semantic contract, and the contract is validated through CI, monitored for drift, and governed through change control.

Next Steps​