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Applied AI: systems, decisions, and how they actually get built.

The Agent Authority Escalation Model

Capability and authority are separate design decisions. A framework for what an agent is authorized to decide, drawn from Meta, Claude Mythos, and Workday.

Jul 2026applied-ai

The Seven Dimensions of Applied AI

Seven dimensions determine whether a production applied AI system delivers: Data Architecture, Domain Logic, Orchestration, Models & Agents, Governance & Containment, Human Judgment, and Calibration. The model is not the most important one.

Apr 2026applied-ai