Blog categorized as Agentic Strategy

Why human optimism accelerates progress, but system optimism requires boundaries.

Reasoning, planning, tool use, and the shift from automation to coordination.

Decision environments, feedback loops, and the rise of learning systems.

How intelligent behaviour emerges not from AI models alone, but from the environments we create.