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All of human cooking compressed into 2 megabytes

arxiv.org

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Re: All of human cooking compressed into 2 megabytes

#92

The work is very interesting. The title is misleading. A better title would be: "all of human ingredients compressed into 1,800 primitives" There is little to substantively nothing about the actual cooking: preparation methods, proportions, etc. But the idea that tomato goes well with beef the whole world over is very interesting and useful for creating flavors that will go together, perhaps surprisingly. It will be…

> all of human ingredients

Depending on who you ask, this may also sound misleading

Re: All of human cooking compressed into 2 megabytes

#93

The work is very interesting. The title is misleading. A better title would be: "all of human ingredients compressed into 1,800 primitives" There is little to substantively nothing about the actual cooking: preparation methods, proportions, etc. But the idea that tomato goes well with beef the whole world over is very interesting and useful for creating flavors that will go together, perhaps surprisingly. It will be…

One that has long tickled me is cabbage +/- pickling. I eat both sauerkraut and kimchi from the jar and enjoy them as additions to _roughly_ the same foods, and when friends/family ask I insist they are basically the same thing anyways, but they are uninterested in such shenanigans. I'd love to learn more about these cross cultural shared foods.

Re: All of human cooking compressed into 2 megabytes

#94
post #56

See [1] for a demo, seemingly of an older iteration of what this paper describes. I was curious what ingredients the demo had selected (1032 available vs 1790 this paper selects) so I tried some obscure ingredients from "Organum: Nature, Texture, Intensity, Purity" by Peter Gilmore[2] (known for Quay restaurant in Sydney, Australia). It's got some adventurous ingredients such as juniper berry, macadamia nut, nigella…

> "pumpkin"--that is "squash", so there are some localisation improvements which could be made to improve British and American English use

That's a much bigger issue than just wording differences. As an American, there's several different squashes in common use of which pumpkin is only one. (acorn, butternut, and spaghetti are the ones I'm thinking of; zucchini if you want to be pedantic).

Re: All of human cooking compressed into 2 megabytes

#95

The work is very interesting. The title is misleading. A better title would be: "all of human ingredients compressed into 1,800 primitives" There is little to substantively nothing about the actual cooking: preparation methods, proportions, etc. But the idea that tomato goes well with beef the whole world over is very interesting and useful for creating flavors that will go together, perhaps surprisingly. It will be…

I have a wonderful book that explores this idea of an atlas of flavours that work together. The flavor bible. I can assure you that it does not contain 1800 ingredients in all of there combinations, but it does a remarkable job of covering a widely used selection of herbs spices vegetables and meats. I doubt a compressed version of the text would even be very large. The trouble I find with LLM generated recipes is th…

> The trouble I find with LLM generated recipes is they miss the nuance of the technique. Often the success of a depends on a single step or ratio. For instance “fried chicken” has a million incarnations the world over, but you can’t just average out the recipes and end up with tasty fried chicken.

Specify what technique you want. Explicitly say you want to correctly follow all the techniques of the chosen cuisine.

All the LLMs have ingested nearly every cookbook ever made, across multiple languages.

You can upload a photo of your spice rack (with visible labels) to ChatGPT and tell it to save your pantry ingredients as a memory.

LLMs are absurdly overpowered for cooking, when used right. If you ask it for a week long meal prep plan the results will be meh, but ask it for kheer inspired rice crispy treats (which everyone reading this should to, kheer rice crispies are the best!) and you'll get some solid results.

You may notice at first the LLM will still water things down for "American" tastes. With Claude/ChatGPT you only need to remind it once or twice not to do that and it'll course correct all future conversations.

Re: All of human cooking compressed into 2 megabytes

#97

Looking at Table 2 I wonder why Chinese and Korean are similar enough to go in one huge bucket (1.5M) but Japanese is distinct enough to get it's own tiny bucket (33K).

Two major contributing factors I can think of:

- land meats were all but banned in Japan for centuries prior to Perry's ultimatum, encouraging the development of alternatives in flavor and nutrition like natto and katsuobushi

- geographically, Japan had less access to land crops (even wheat was not common!) and more access to fish and seaweed than Korea

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