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AI, without the hand-waving.

Making AI understandable for product and program managers.

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AI/ML core concepts5 min Look-Alike, Mean-Different: A Field Guide to AI’s Most Confused Terms4 min Prompt, Context, Loop, Harness: Four Layers, Four Different Failures6 min

Curious to go deeper?

LLM Evaluation Is a Program Management ProblemWhy model quality is a program question, not a lab question.10 min Frontier models: pick for the job, not the scoreA decision frame for choosing among frontier models.14 min PAP Just Launched. What Does It Do That MCP Doesn’t?What the new protocol adds, in plain terms.3 min