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Breach ProtocolSep 24, 2026 • 3 min read
A 25-line Jev parody shows why closed choices are not calibrated decisions
A local-Qwen demonstration can reproduce Jev's visible closed-choice probability interface, but it d...
#typesafe#classification#calibration#logits
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Breach ProtocolSep 22, 2026 • 3 min read
Kev brings Jev-like local decision models to Qwen, while audits challenge universal calibration claims
Kev released open local models for typed probability decisions, as published evaluations and an out-...
#opensource#decisionmodels#calibration#localai
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