Unverified50% confidenceOpinionExact time
A Bilibili UP host proposed using an AIL1-to-AIL5 tiered framework to understand the evolutionary stages of AI Agents, drawing an analogy to the L0–L5 autonomous driving classification.
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9/26/2026
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UnverifiedBilibili UP creator "Mashi Group" divides AI-related job roles into five levels: AI tool application, AI Agent development, large model API call development, AI model fine-tuning and private deployment, and self-developed large models.79% similarVerifiedAI development has evolved through four stages: single large model calls, prompt engineering, agents and tool calls, and loop engineering.75% similarUnverifiedAIL5 is the ideal endpoint of the classification, where the resolution and maintenance of the entire system completely eliminates human participation; related to this is the direction of AI self-evolution, though no obviously disruptive events have occurred yet.73% similarUnverifiedOn-device small models will become an important branch of AI deployment.73% similar
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