Direct answers on governed AI execution.
Cyryx Labs publishes precise, citation-ready explainers for the concepts behind our products, runtime, and research. Each page leads with a direct answer, then defines the concept, shows how it works, and links to related ideas.
What is governed AI execution?
AI execution where every action passes through policy gates, evaluators, and human review — instead of free-running generation.
Read answerAI execution system vs AI automation
Automation runs scripts. Execution systems run goals, evaluate outputs against intent, and gate downstream actions.
Read answerWhat are command gates in AI systems?
Policy and evaluation checkpoints between an agent's output and any downstream action. The unit of governance in agentic systems.
Read answerWhat is goal-grounded generation?
Generation conditioned on an explicit mission, context graph, and acceptance criteria — not just a prompt.
Read answerHow to measure AI output quality
Structural checks, task-level evaluators, regression suites, and targeted human review — combined into a single quality signal.
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