Robot performs first realistic surgery without human help: System trained on videos of surgeries performs like an expert surgeon
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Yeah but the training set of videos is probably infinitely larger, and the thing about AI is that if the training set is too small they don't really work at all. Once you get above a certain data set size they start to become competent.
After all I assume the people doing this research have already considered that. I doubt they're reading your comment right now and slapping their foreheads and going damn this random guy on the internet is right, he's so much more intelligent than us scientists.
Theres no evidence they will ever reach quality output with infinite data, either. In that case, quality matters.
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Being trained on videos means it has no ability to adapt, improvise, or use knowledge during the surgery.
Edit: However, in the context of this particular robot, it does seem that additional input was given and other training was added in order for it to expand beyond what it was taught through the videos. As the study noted, the surgeries were performed with 100% accuracy. So in this case, I personally don't have any problems.
I actually don't think that's the problem, the problem is that the AI only factors for visible surface level information.
AI don't have object permanence, once something is out of sight it does not exist.
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I actually don't think that's the problem, the problem is that the AI only factors for visible surface level information.
AI don't have object permanence, once something is out of sight it does not exist.
If you read how they programmed this robot, it seems that it can anticipate things like that. Also keep in mind that this is only designed to do one type of surgery.
I'm cautiously optimist.
I'd still expect human supervision, though.
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Theres no evidence they will ever reach quality output with infinite data, either. In that case, quality matters.
No we don't know. We are not AI researchers after all. Nonetheless I'm more inclined to defer to experts then you. No offence, (I mean there is some offence, because this is a stupid conversation) but you have no qualifications.
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Imagine if the Tesla autopilot without lidar that crashed into things and drove on the sidewalk was actually a scalpel navigating your spleen.
Absolutely stupid example because that kind of assumes medical professionals have the same standard as Elon Musk.
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Do you think a 5 bed hospital will have the money to afford a robotic surgeon?
You assume an Antarctic research facility lacks funds?
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Absolutely stupid example because that kind of assumes medical professionals have the same standard as Elon Musk.
Elon Musk literally owns a medical equipment company that puts chips in peoples brains, nothing is sacred unless we protect it.
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Have you considered that the machine is made by a collection of humans?
Yes. But if the machine has proven to work reliably it will usually do so for its lifetime, while humans are prone to e multitude of errors. Especially in the medical field.
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No we don't know. We are not AI researchers after all. Nonetheless I'm more inclined to defer to experts then you. No offence, (I mean there is some offence, because this is a stupid conversation) but you have no qualifications.
It's less of an unknown and more of a "it has never demonstrated any such capability."
Btw both OpenAI and Deepmind wrote papers proving their then models would never approach human error rate with infinite training. It correctly predicted performance of ChatGPT4.
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That's such a fucking stupid idea.
Care to elaborate why?
From my point of view I don't see a problem with that. Or let's say: the potential risks highly depend on the specific setup.
Unless the videos have proper depth maps and identifiers for objects and actions they're not going to be as effective as, say, robot arm surgery data, or vr captured movement and tracking. You're basically adding a layer to the learning to first process the video correctly into something usable and then learn from that. Not very efficient and highly dependant on cameras and angles.
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Elon Musk literally owns a medical equipment company that puts chips in peoples brains, nothing is sacred unless we protect it.
Into volunteers it's not standard practise to randomly put a chip in your head.
