Vol. I · No. 10October 2026 · Boulder, Colorado

Mr Future

Bill McIntyre's personal blog on AI/ML engineering, learning, and experiments.

“The best way to predict the future is to invent it.” — Alan Kay, Xerox PARC, 1971

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LLM Evaluation Mini-Hack: build better benchmarks

A morning hack where the RMAIIG AI Engineering group built its own open-source LLM benchmark and evaluation suite.

The RMAIIG AI Engineering group spent a Thursday morning building our own open-source LLM benchmark and evaluation suite, testing for the things we thought were fun, interesting, and worth measuring. I brought the coffee.

The tools we started from live in the RMAIIG-Eval repo.