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 Tag
Specification
6 posts
Teaching Smaller Models
From prompting to model upskilling
The next operating discipline is teaching smaller models to carry repeatable reasoning inside governed agentic systems.
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.
Your AI is guessing. Here is how to make it know.
Most enterprise AI failures are not model failures. They are specification failures.