Australia open-sources Matilda Jev, a 56.8ms decision model that skips text generation

Med1_Ai · x · 2026-10-06

Australian company Maincode open-sourced Matilda Jev, billed as Australia's first "decision model": no text generation, just calibrated probabilities per option in a single forward pass to cut hallucination and latency. It posted a 56.8ms median latency on a single AMD MI355X across 150,317 evaluation requests, was post-trained end-to-end on local infrastructure as a sovereign AI play, and is available on Hugging Face.

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