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We built a benchmark, then caught it strangling the models it was grading

A couple of day ago I posted about OmnisBench, our open benchmark for LLM routing, specifically our LLM Router OmnisRouter , and made a fuss about how you can re-grade every number yourself because we…

  • OmnisBench created to benchmark LLM routing with focus on OmnisRouter
  • Fresh split of LiveCodeBench excludes problems models could have trained on
  • Cheap model's output budget limited, causing poor performance on hard problems

Machine learning incorporating trabecular bone score improves lumbar fracture risk stratification in type 2 diabetes

Scientific Reports, Published online: 22 August 2026; doi:10.1038/s41598-026-67932-w Machine learning incorporating trabecular bone score improves lumbar fracture risk stratification in type 2 diabetes

  • Machine learning model using trabecular bone score improves lumbar fracture risk prediction
  • Study of 261 T2DM patients over 50 found significant improvement in fracture risk prediction
  • Logistic regression algorithm achieved highest performance with AUC of 0.818

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