Deterministic checks first
Where outcomes can be tested with schemas, rules, tests, signatures, policy checks, or technical probes, ILAIOS prefers deterministic validation over narrative confidence.
Platform / Validation
Acceptance is earned through checks, not claimed by the executor.
ILAIOS treats validation as an independent control layer. A tool, worker, or intelligent capability can produce an outcome, but acceptance depends on explicit criteria and evidence.
Independent verification
High-impact work should not be accepted solely because the component that performed it reports success. Validation remains separable from execution.
Evidence-backed decisions
Validation results, relevant context, and acceptance decisions can be retained as reviewable evidence for audit, troubleshooting, and recovery.
Bounded recovery
A failed check should lead to an explicit retry, repair, escalation, or stop condition rather than an uncontrolled loop.