Tools & ProjectsSeptember 23, 2026
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Nokia Turns LLMs Into Decision Machines
Nokia open-sources AnyJev: any open LLM becomes a calibrated decision model without training.
#Nokia#Open Source#LLM#Calibration#Python

š„ What happened
Nokia open-sourced AnyJev, a Python library that turns open LLMs into decision models without any training. Instead of generating text, it picks one answer from a fixed set with a calibrated probability.
š” Why it matters
On Qwen3-8B, the order-flip rate drops from 0.230 to 0.073. Auto-decidable traffic at 5% error jumps from 7.7% to 52% ā a leap that makes production routing radically simpler.
ā” Our take
If you're still reading logits directly, you're sitting on a time bomb. AnyJev kills bias with simple tricks ā no fine-tuning, Apache-2.0, ready to deploy.
The title, summary and analysis of this item were produced automatically by an AI system and have not been editorially reviewed. They may contain errors, bias or omissions ā when in doubt, read the linked original source.
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