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The BIG CHANGE archive

News, analysis and practical guides.

Explore our reporting on how AI and robotics change work, business and the world.

Explore the stories

270 stories
Original story: guide

Calibrate a judge for a Claude Code Skill revision

Calibrate a source-grounded second-model judge for each criterion, then compare one owned text-output Claude Code Skill revision with its baseline on real development and sealed held-out cases.

104
Original story: guide

Schedule an AI skill experiment with human promotion

Build a scheduled experiment that generates one classification-skill variant, checks it against verified cases, records uncertain calls and leaves promotion to an owner.

91