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You are mistaken. ChatGPT Health [1] is a model specifically designed for health applications and was co-developed with a benchmark suite, HealthBench [2], for testing against health conditions. This study suggests that the people working on HealthBench have some concerning external validity problems.

[1] https://openai.com/index/introducing-chatgpt-health/

[2] https://cdn.openai.com/pdf/bd7a39d5-9e9f-47b3-903c-8b847ca65...


GP was referring to Google's search AI not ChatGPT Health.

Bring back hot or not!

Sweet potato pie is at least as good as a pumpkin pie if you've never tried it. If you're making filling from scratch, it's easier too. I learned not too long ago that the "pumpkin pie" my mom made every year was actually a sweet potato pie... that kind of blew my mind.

I wonder if there is a savory sweet potato pie. Would be great with gravy and cheese

In case you did not actually nail perfect, flaky crust the first time, that's a fun parameter to try to optimize. I finally got it at some point, and when I did, I realized that all those old cookbooks that said things like "use little water" and "keep the dough cold"---all the tricks where I thought "that has to be a myth"---turned out to be essential. The Joy of Cooking is full of old wisdom like this that has taken me ages to appreciate.

The "trick" to baking all kinds of things well for the first time is to follow the recipe fanatically. It says high protein flour? Use that, not all purpose flour. It says 500g caster sugar? Don't think that's going to be too sweet and add 400g, the sugar is where the texture comes from (and there's plenty of less sweet recipes to choose instead). It says make sure the dough is chilled? Chill the damn dough!

Once you've baked it perfectly to the exact recipe a few times, then you can start adapting.

Of course, there will come a point in your skill level where you will have the intuition to adapt recipes that you've never cooked before. But many people assume they can do that immediately, fail, then assume they can't cook and give up.

I will say though that the other biggest area where people fail is having a janky oven that can't maintain a stable temperature, or where you set it to 200C but it only reaches 160C. So an oven thermometer is a useful tool to buy.


It really depends on what your goal is. Some people just like "play." For example, I am terrible at video games--when somebody tells me that they "beat" a game, this usually seems unfathomable to me. The last video game I finished was Riven, back when Riven was new. I still do play now and then. I play Skyrim poorly. I like walking around and discovering things in the Skyrim world. If my goal had been to beat the game in some way, then I would be going about it terribly. But that's not my goal. It does not have to be because egotism.

You cook a spherical pie on a pizza stone? Do tell.

I cook a circular pie on a pizza stone.

A truncated cone is called a "frustrum" which always seemed fitting to me.

Wait, did I write this? Same, same, same.

I saw this being hyped on YouTube the other day. My main concern is that there is a large lithium ion battery in a machine that is designed to get things hot. You do not want thermal runaway to happen with a battery that large inside your kitchen.

Their website says

> We’re designing and manufacturing the stovetop, battery pack, and key internal components to comply with all relevant UL standards and other applicable compliance requirements.

but this device appears to be for sale, right now. Either it is designed for safety already or it isn’t. WHICH UL safety standards? Is there an emergency shutoff? A regular old fire extinguisher probably is not going to cut it.


> My main concern is that there is a large lithium ion battery in a machine that is designed to get things hot. You do not want thermal runaway to happen with a battery that large inside your kitchen.

It's an induction stovetop. It doesn't itself get hot, other than whatever heat gets transferred to the top of the stove because it is in contact with the hot pot or pan sitting on top. I don't know about this one specifically but with most induction stovetops that just makes it warm to the touch in the area right under the pot or pan.

That's not going to be hot enough to be a problem for the battery even if for some reason they mounted it in contact with the bottom of the top surface, which I doubt they did.


> That's not going to be hot enough to be a problem for the battery even if for some reason they mounted it in contact with the bottom of the top surface, which I doubt they did.

My point is that’s what safety standards are for. Do they do safe things or not? You might be surprised to hear how many manufacturers do dumb things for one reason or another. If they really do comply with safety standards then they should be able to say which ones. Why don’t they say?


Yeah, this is a silly argument. Go walk around the neighborhoods near MIT and you’ll see company after company that intentionally positioned themselves in proximity to the campus. Many of those companies are also MIT spinoffs.

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