Unverified50% confidenceSolutionExact time
Industrial Agents should adopt a two-layer structure in which the large model is responsible for proposing decisions and the rule system is responsible for auditing and validation, with instructions only permitted to be issued after the rule layer has approved them.
1
Sources
50%
Confidence
Long-term
Relevance
9/11/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedAn industrial Agent is a complete closed loop of perception → decision → execution → feedback → verification → correction, and after an instruction is issued, the system must confirm whether execution was successful.73% similarUnverifiedProduction-grade Agents should build their own policy logic tightly coupled to the business, approval business rules, and domain-specific reconciliation logic, while outsourcing general-purpose capabilities such as persistent state machines, idempotent retries, and audit observability to mature infrastructure.73% similarUnverifiedThe business closed loop of an industrial Agent must cover four stages—perception, decision-making, execution, and verification—which is essentially the engineering implementation of the classic OODA loop from cybernetics.71% similar
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