From NASA to AI Agents
From NASA to AI agents: Why specification still matters
The discipline that kept spacecraft flying is becoming the operating discipline for governed AI agents.
Opinions Series
From NASA to AI Agents
5 posts
Horizontal AI vs. Vertical AI
General-purpose models are useful raw material, but production AI needs the specificity of a governed operating model.
From NASA to AI Agents
Machine teaching for agentic AI
The specification is the teaching instrument that transfers expert knowledge into governed AI systems.
From NASA to AI Agents
The five failure modes of AI briefing
Ambiguity, incompleteness, staleness, cost, and distrust explain why many AI initiatives disappoint after the pilot.
From NASA to AI Agents
Why vibe coding does not scale
Conversational prompting is excellent for exploration, but production AI needs specification, validation, and governance.