github / research

decider

AI-assisted summaries and translations. Check original sources for context and performance claims.

Mapika · Original language: English

One-pass typed decisions with calibrated probabilities (System One style model), fine-tuned from Qwen3.5-2B.

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This is a linked resource, not an independent verification of performance, cost or results. Check the original for current details.

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