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Chip Huyen GitHub
machine-learning-systems-design — A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems", which is `dmls-book`
The the words it uses that this site has seen least often elsewhere. Posts are matched on those words alone — nothing here is a summary of this one.
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20 September
19 September
15 September
1 September
16 August
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Their words
Feel-good meh.
11 August
10 August
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korrents.com
Handing all code production to AI leaves junior developers with no path to becoming senior ones.Their words
In addition to reliability issues, it often engenders a mind-numbing workflow and an environment where junior developers will never acquire the expertise to become senior developers capable of designing complex systems.
21 July
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That is mostly in the realm of chemistry and is intrinsically far more tractable and predictable; given a validated target, good teams usually reach a decent molecule.
Intelligence is not the main bottleneckwritingruxandrabio.com
1 July
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So a a big challenge in object-oriented programming is dividing the responsibilities because you're moving the computation to where the data is. Saying, "Well, this object does this and that object does that is a really critical decision because you want to you want the computation near to the data so that there's less coupling between them." which is a lesson that I I think uh kind of got lost in the noise. That's the fundamental design move in ob in designing object-oriented programs and I I think I stand behind that.
11 June
9 June
25 May
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korrents.com
Designing a good AI benchmark has become a task only the most capable people can do well.Their words
Creating benchmarks is now a job relegated to the smartest and best of us.
11 May
3 April
29 March
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So, I I think there's a lot of things we still try to imagine. What would be an AI-driven world look like, right? I think people are trying to like retrofit what already exists to fit what they think is a new workflow.
23 March
28 September 2025
26 September 2025
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then we're entering the age of design where because our AIs are designed our our our all of our physical objects are designed our buildings are designed our technology is designed and we're we're designing now uh AIs things that can be intelligent themselves and that are themselves capable of design
2 August 2025
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The design of the initial molecules to test is pretty magic-feeling, and is happening already – but the arrival of new drugs prescribed by your doctor will not be magical and sudden.
AI could help lead to an Alzheimer's cureblog.jacobtrefethen.com
5 July 2025
4 July 2025
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korrents.com
Using a neural network is likely to become easier than designing a custom-tuned prediction algorithm for many tasks.Their words
in 2025 it might end up being easier to just throw a neural net at the problem, instead of a custom-designed-and-tuned prediction algorithm!
22 March 2025
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korrents.com
Tech's self-image as the smart people designing for dummies includes nobody, and it deserves to be destroyed.Their words
And so when I started streaming tech, my goal became to destroy whatever that tech mentality was, because it includes nobody. Everyone thinks that they're the smart people and they design for the dummies.
16 December 2024
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Likedrcmnd.app
Release It! Design and Deploy Production-Ready SoftwareTheir words
A useful read for more experienced engineers and those wanting to improve architecture and devops skills on designing and operating reliable systems. The content is excellent, but the book is not designed to be read in one sitting.
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Lovedrcmnd.app
Designing Data-Intensive ApplicationsTheir words
The most practical book I've found so far on distributed systems.
6 November 2024
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Lovedrcmnd.app
Designing for PeopleTheir words
Memoirs of one of the founders of industrial design.
1 June 2024
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Usesrcmnd.app
FigmaTheir words
Figma for designing user interfaces & wireframes
23 December 2023
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The most significant factor preventing us from taking better molecules into clinical trials is not our ability to design arbitrary molecules, but our (lack of) understanding of underlying disease biology. In other words, we often know how to make something, but not what to make.
14 December 2023
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korrents.com
Building a factory that turns out rockets at rate is at least as hard as designing the rocket in the first place.Their words
So you need to have all of your manufacturing facilities and processes and inspection techniques and acceptance tests and everything operating at rate. And rate manufacturing is at least as difficult as designing the vehicle in the first place
1 September 2023
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And the way of being in the physical world today is really not in tune with the time dimension of the natural world at all, and that needs to change.
20 April 2023
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Design is not the way it looks, or beautiful colors and animations. It's not the brand or the logo. It is how the product works. Designing is the the process of exploring and arriving at a solution. I believe all builders are designers.
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