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Chip Huyen GitHub
aie-book — [WIP] Resources for AI engineers. Also contains supporting materials for the book AI Engineering (Chip Huyen, 2025)
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13 September
27 August
15 August
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Benchmade Mini Bugout in S90VTheir words
In the end, the MBO in S90V is probably the best EDC knife Benchmade has ever made and it is a jewel in my collection (the Valet and the Aphid were pretty good too; Benchmade can we get a re-issue of the Aphid with upgraded materials?). The exposed rear tang is an irksome but ultimately minor issue. The size, refinement, steel, and weight make this one of the very best knives on the market right now.
14 August
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korrents.com
Once mining is automated end to end, a mining company is nothing but the owner of some real estate.Their words
Will mining get automated? And if it does, not just the movement of the materials, but every part of mining. Then what is a mining company? It just owns real estate.
30 July
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Their words
I mean I think like if you look at uh my colleagues work on say alpha fold that was a very specific model for uh protein folding and it was highly successful um and was able to really handle that domain quite well so that all of a sudden you now have this amazing tool and model that can give you answers to questions about proteins and their structure um really effectively um but it's not a general model it's a very specific one and there are other I domains where that kind of approach can work really well. Uh maybe in material science or chip design or things like that that uh will enable you to leverage the capabilities of a very accurate but but niche model uh to do things that are hard today.
29 July
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Their words
And that kind of compiling of information about the materials is something other fields do that we don't do. An analogy that I would think of in software would be something like a 500-page book on how to version an API.
23 July
20 July
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korrents.com
Learning from input does not mean refusing grammar books; the point is to notice patterns, not to master the rules.Their words
Some people think CI means you reject grammar books. I disagree. I often reference grammar materials and find these explanations useful. However, the focus of my learning is not to “master the rules”. Grammar resources simply help me notice and make sense of patterns in the language.
30 June
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a more relevant metric in the long term is the cost, not the efficiency, of food production methods at sustainable levels of energetic and material throughput.
18 June
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Their words
and then the power and the cost and then you can double the performance but you cannot double down on the cost and and area. So those are the thing you have to give give way unless you find some new way of material new way of design.
4 June
26 May
3 May
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Their words
We owe a debt, not to companies like Anthropic, OpenAI, or Google, but to the authors of the free public raw materials that were used to train AI.
10 April
2 March
From one piece Back To The Garden 2 beliefs, in the piece's order there
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That now ubiquitous timeline names eras after the inorganic materials that happened to survive in the dirt.
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archeologists naturally build their interpretations of human history out of artifacts that survive the passage of deep time.
12 February
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korrents.com
For small strategic materials markets like rare earths the right policy is a stockpile, not domestic production.Their words
Stockpiles provide insurance while conserving our valuable labor.
20 November 2025
31 October 2025
3 June 2025
From one piece Physicality: the new age of UI 2 beliefs · lux.camera
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Their words
We’ve come back, in a sense, to skeuomorphic interfaces — but this time not with a lacquer resembling a material. Instead, the interface is clear, graphic and behaves like things we know from the real world, or might exist in the world. This is what the new skeuomorphism is. It, too, is physicality.
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Their words
Opaque, inert and obstructive elements might occupy the same place as full-screen command line interfaces — a powerful niche UI that was a marker in history, passed on by the windowed environment of the multi-tasking, graphical user interface revolution.
15 May 2025
18 March 2025
2 April 2024
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Their words
Bulk building materials are already mass-produced in factories, and are among the cheapest materials civilization is capable of producing.
26 January 2024
19 January 2024
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