The Digital Apprentice: A Framework for Human-Directed Agentic AI Development

In three linesThe Digital Apprentice is a framework for agentic AI that calibrates autonomy progressively based on empirical evidence. The agent internalizes a supervising human's tacit methodology, escalates autonomy tiers per-skill, and corrects alignment drift at runtime. Three pillars: methodology capture, authorization with explicit escalation, continuous alignment.

Summary generated by Claude — human-verified