Michael S.U. Hudson

Insights: AI frameworks, content engines and thinking frameworks

Essays and news by Michael S.U. Hudson on AI and LLM frameworks, AI content engines and thinking frameworks for AI. Each is dated, signed and sourced.

  1. 6 October 2026Essay · Content engines When should a content engine run without a human?Where the line falls between autonomous publishing and human approval, set by platform rules and the cost of a mistake.
  2. 6 October 2026Essay · AI frameworks What does a Chief AI Officer do in an energy marketing firm?What the role covers at Project 54: AI strategy, system design, governance and delivery quality for technical buyers.
  3. 6 October 2026Essay · Thinking frameworks What is a thinking framework for AI?The written rules that decide how an AI system reasons, what it may do alone and when it must stop.