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AI Benchmarks

Calibrate Your LLM Judge Against Human Labels Before You Trust Its Scores AI Engineering Practice
AI Engineering Practice

Calibrate Your LLM Judge Against Human Labels Before You Trust Its Scores

A judge's score is a measurement, so validate it: build a small human-labeled anchor set, compare error types, and report agreement alongside every number.

News Brief 3 min read
Congress Moves to Ban Superintelligent AI as Benchmark Wars and Legal Pressure Mount Regulation Trackers
Regulation Trackers

Congress Moves to Ban Superintelligent AI as Benchmark Wars and Legal Pressure Mount

A sweeping new bill to outlaw superintelligent AI, a shakeup in how frontier models are ranked, and fresh legal trouble for OpenAI define a turbulent week in AI.

News Brief 3 min read