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Everything in moderation. An understated benefit of fruit is their prebiotic nature which promotes a healthy gut. A lot of healthy eating advice is settling down towards one idea. Eat a wide range of raw and fermented plant food.

That's a poor justification. There are companies that sell you all kinds of labelled data. OpenAI, Anthropic didn't train on their own user data.

I thought radiologists need to know what to look for in order to diagnose something? Do they brute force every potential condition in the body that can be detected with an MRI?

Exactly, because an MRI is not a simple "shows problems" machine. It provides a very simplified model of certain aspects of the state of the body. We very often can't know if parts of that state are a health problem or not.

To my knowledge, studies have not shown any benefits of regular full body MRI's. You might find a problem, or you might find a non-problem and in the process of fixing it (aka operation / medication) you create a problem. Those two effects seem to balance out each other on average.


> I thought radiologists need to know what to look for in order to diagnose something? Do they brute force every potential condition in the body that can be detected with an MRI?

No, when they read a scan, they're supposed to read everything visible for every problem. Think of it this way: if you break your leg and they take an MRI, do you want the radiologist to miss a tumor because he was focused on the break?


About how many "parameters" do they evaluate roughly for a full body scan? And is one typically qualified to evaluate across the entire body or do they specialize in different areas of the body?

I don't know, but I've heard from doctors (many times, sometimes quite forcefully) that it's a radiologist's job to call out all abnormalities on the full image they get, and the reasoning makes sense.

I suppose a full body MRI would be very expensive and take a lot of time to read.


There have been reports of lidar damaging camera sensors. If it can damage sensors, it can damage retina. And unlike the sun, it's not visible. Someone could stare straight into it for a good while and not realize.

No way to see without signing in with github? The sign-in also appears to be broken.

Thanks for checking it out. It should be possible in the future, I haven't explored what GitHub APIs are available for logged out users. It's not my main focus now because I want to nail the capabilities for repo contributors, who do code reviews most often and will need be authenticated to post comments.

I hope you succeed, just to rid the industry of this abomination that is leetcode.

I don't think they are confused. They are simply challenging the assertion that the model should not work with other software. Which is fair because there is a lot of precedent around whether a service can dictate how it must be consumed. It's not a simple answer and there are good reasons for both sides. Whichever path we take will have wide consequences and shape our future in a very distinct way. So it is an important decision, and ultimately up to us, as a society to influence and guide.

"challenging the assertion that the model should not work with other software"

This has nothing to do with "the model". You can use "the models" through the API for anything.

This has to do with access to a specific product being abused to then get low-cost API access for other use cases


How did he not share code if you're working together?

yes, it was my mistake. I trusted him because he was my childhood friend and my cousin. He was a tech lead in CMMI Level 5 (serving fortune 500 firms) company at the time he joined with me. I had the trust that he will never ran away with the code and that trust is still there, also the entire feature, roadmap and vision was with me, so I thought code doesn't matter. It was a big learning for me.

That's a crazy story. That confrontation must have been a difficult one :/

Absolutely. But I never had any choice. It was Do or Die.

Input your roadmap into an llm of your choosing and see if you can create that code.

I can, but I switched to something more challenging. I handed over all things to him and told, Iam no more interested. I don't want him to feel that i cheated him by creating something he worked on.

> our policy agent extracts all coverage limits and policy details into a data ontology.

Are they using some software for this or was this built in-house?


Humans are still needed, but they just got down-skilled.


> got down-skilled.

who's to say that it's a down?

Orchestrating and doing higher level strategic planning, such that the sub-tasks can be AI produced, is a skill that might be higher than programming.


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