AI reads brain MRIs in seconds and flags emergencies

Researchers at the University of Michigan have created an AI system that can interpret brain MRI scans in just seconds, accurately identifying a wide range of neurological conditions and determining which cases need urgent care. Trained on hundreds of thousands of real-world scans along with patient histories, the model achieved accuracy as high as 97.5% …

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Automated Reasoning checks rewriting chatbot reference implementation

Today, we are publishing a new open source sample chatbot that shows how to use feedback from Automated Reasoning checks to iterate on the generated content, ask clarifying questions, and prove the correctness of an answer. The chatbot implementation also produces an audit log that includes mathematically verifiable explanations for the answer validity and a …

AI decision aids aren’t neutral: Why some users become easier to mislead

Guidance based on artificial intelligence (AI) may be uniquely placed to foster biases in humans, leading to less effective decision making, say researchers, who found that people with a positive view of AI may be at higher risk of being misled by AI tools. The study, titled “Examining Human Reliance on Artificial Intelligence in Decision …

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Simple, Effective and Fast Z-Image Headswap for characters V1

People like my img2img workflow so it wasn’t much work to adapt it to just be a headswap workflow for different uses and applications compared to full character transfer. Its very simple and very easy to use. Only 3 variables need changing for different effects. – Denoise up or down – CFG higher creates more …