[KongchangAI]
Concept

Deterministic Control Layer

A software module that validates operation suggestions output by an agent item by item using fixed rules, implemented through hard-coded safety constraints, instrument range checks and state machine logic, with predictable and auditable behavior.

Timeline (last 90 days)

Oct 30

QUANTA includes an independent deterministic control layer that verifies the legality of instrument actions, and operation suggestions proposed by the AI must pass validation by this layer before execution.

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