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Concept自主架构 / Autonomous Workflow / 后台自主系统

Autonomous Workflow

An AI application pattern in which an AI system operates autonomously in the background according to predefined rules and trigger conditions, without requiring step-by-step human intervention. It differs from manual prompt-based interaction and enables genuine automated operational leverage.

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Oct 17

The arithmetic given by analyst Koo Ping Shung is: a simple AI query uses a few hundred tokens; multi-step reasoning and agentic coding tasks use 5 to 30 times that; the most complex autonomous workflows can consume up to 1000 times the baseline.

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