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@DrDominicNg

Microsoft claims their new AI framework diagnoses 4x better than doctors. I'm a medical doctor and I actually read the paper. Here's my perspective on why this is both impressive AND misleading ... 🧵 https://t.co/1FVkmuaCfl

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                                  "text": "We don’t disagree - I’m talking specifically about the issues with this paper which directly compared AI to humans (I.e. they were asking does AI outperform human doctors)\n\nThis stuff is amazing but just wish they’d used a proper comparison which would answer the question you ask at the end.",
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                              "full_text": "@vlelicanin We don’t disagree - I’m talking specifically about the issues with this paper which directly compared AI to humans (I.e. they were asking does AI outperform human doctors)\n\nThis stuff is amazing but just wish they’d used a proper comparison which would answer the question you ask…",
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                                  "text": "Point (3) makes sense, but it’s probably the least concerning because it’s the introduction of the chain of debate approach, right? Expanding would be relatively easy by adding functions to call web searches and databases or asking for human input.\n\nPoint (2) cost: I wouldn’t be suprised if this becomes super cheap down the road compared to a (mostly) human-only process. Fair to point out that current cost calculation isn’t complete.\n\nPoint (4) when would AI stop: good point, I also wonder when the team of AI agents will be satisfied with the info they have to make a decision. It sounds like a human will need to decide about this but I guess there is some heuristics for this in the current implementation.\n\nPoints (1) and (5) sound like the most challenging for this approach, but both seem to relate to (4): when a test is enough? will all cases need a test of a certain kind? They all sound like the kind of knowledge humains gain through practice and experience over time with multiple patients.\n\nI haven’t read the paper in detail, medicine isn’t my field either, but there is probably a longer term component missing by which the AI agents develop some form of learning through experience (which in turn requires some sort of feedback mechanism to evaluate and inform them about their performance).\n\nJust some thoughts.",
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