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Write-ups from the Pentra Graph team: what we built, how we tested it, and what did not work.
September 26, 2026 / 7 min read
You send some state and a few closed questions, and get back a probability for every answer. How it works, how a tuned 4B model did on real Windows event logs, and the training run that failed.