Benchmarks, workshops and the things we learn shipping AI systems in production.
Residents report issues over Telegram or email like they always would; an AI agent turns each message into a real ticket and carries it through vendor assignment, updates, and two-signoff invoice approval — no new tool for anyone to learn.
Read more →A single Python score says little about the languages teams actually ship. We benchmarked Falcon-H1-34B-Instruct across six languages on an on-prem DGX Spark to see what a careful, multi-language evaluation reveals.
Read more →We ran Falcon-H1-34B-Instruct through a contamination-resistant math benchmark on a single on-prem DGX Spark — and found that how you measure a model can matter as much as the model itself.
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