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When ChatGPT Became a Medical Copilot: How an LLM Saved a Limb by Trading a Toe

When ChatGPT Became a Medical Copilot: How an LLM Saved a Limb by Trading a Toe

A tech executive leveraged ChatGPT as a real-time decision engine to challenge his father's emergency amputation prognosis. By extracting clinical data, decoding medical jargon, and identifying specialized clinics under time constraints, the LLM enabled a high-risk revascularization that saved the foot—at the cost of one toe. This case study reveals a 'Good Practice Loop' for augmenting human judgment with AI under pressure.
Statistics: The Unseen Superpower in Every Programmer's Toolkit

Statistics: The Unseen Superpower in Every Programmer's Toolkit

As data-driven development becomes non-negotiable, a new resource transforms statistical concepts from academic hurdles into practical superpowers for engineers. Manning's 'Statistics Every Programmer Needs' delivers a coder-focused tour of distributions, ML models, and optimization techniques essential for modern systems.