SHARP INTENTClearer briefs, better AI results
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March 12, 2026
A GDPVal task inspected: what a knowledge-work brief looks like when the model has to ship documents
ChatGPT with GPT-5.4 Thinking took ~26 minutes and produced a master schedule plus two applicant itinerary documents from a GDPVal task. The result is already useful work — and the brief quality drove it.
February 27, 2026
Prompt Optimizers Are Obscuring Your Intent
OpenAI's Prompt Builder turned 15 words into 350 — most of it noise. The real reliability drivers are schema and case specificity. Everything else is filler between you and the result.