Raw LLM Responses

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Comment
The biggest reason AI won’t replace radiologists is because medical imaging is mathematically ill-conditioned. It is an inherent mathematical limitation, these are called inverse problems. A medical imaging modality would require some new or clever physics to better differentiate tissues in the body, but this ill-conditioning cannot be completely eliminated. EKGs are also inverse problems. A lot AI models are data driven meaning they do not have mathematical expressions grounded to some prior understanding or knowledge of what we are trying to model. These models have mathematical structure that is so flexible that how these models fit data is a blackbox. So, it takes more to work verify and validate AI models compared to physics based models, which I bet a lot of people are not doing.
youtube AI Jobs 2024-03-15T16:2…
Coding Result
DimensionValue
Responsibilitynone
Reasoningdeontological
Policynone
Emotionindifference
Coded at2026-04-27T06:24:53.388235
Raw LLM Response
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