Topic cluster · 5 articles
Judgment & signal
Evaluating tools, judging output quality, and cutting through AI noise without losing the plot.
Start with this one
AI Signal Over AI Noise
A practical filter for the AI firehose: what actually matters for your work, what doesn't, and a 30-minute weekly routine for staying current.
Read the guide →How to Evaluate AI Tools
A calm six-part checklist for deciding whether an AI tool deserves a place in your workflow, plus a two-week trial method that settles it.
Read the signal →Prompting Is Not the Product
Chasing magic prompts targets the wrong layer. Durable value lives in the system around the prompt: context, examples, checklists, and review.
Read the signal →Human Judgment in AI Work
AI can draft, summarize, and propose. People stay responsible for decisions, quality, and trust. Here is where judgment concentrates now.
Read the signal →The Signal Stack
A four-layer framework for staying current with AI without drowning: primary sources, practitioner communities, hands-on testing, and a personal log.
Read the signal →