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Lilian Weng Blog
generalizationdatasetparameters
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15 September
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11 August
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Likedrcmnd.app
Multi-Paradigm Design for C++Their words
Multi-Paradigm Design for C++ by James O. Coplien. Twenty years after reading this, the core techniques are still with me. These are commonality analysis, where the purpose is to identify families of systems, and variability analysis, which focuses on capturing the domain parameters that vary. In essence: the foundation of great software design.
9 August
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korrents.com
Ireland's colonial wars helped set the template Britain later applied elsewhere in its empireTheir words
The brutal war and its aftermath set some of the parameters for what Britain did later in other parts of the world.
30 July
From one piece Jeff Dean: The 1% Rule for Building in AI 2 beliefs, in the piece's order there
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Their words
And the nice thing about that is that information is really clear to the model, unlike the training data the model was trained on where it's all kind of like trillions of tokens stirred together into a soup of of hundreds of billions or trillions of parameters, but it's all less clear than the actual context uh that the model sees directly for this particular problem or uses use case.
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Their words
And often you can actually make the model work better and succeed at that kind of problem by not just adjusting the model parameters which is hard to do from the outside but from you know creating better guidelines for the model you know writing skills for the model to know how to use different tools that would be incredibly useful for solving this particular class of problem.
28 November 2025
23 November 2025
17 October 2025
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Their words
the reason that I think this is kind of tricky is quite subtle. And it's the fact that anytime you use an LLM to assign a reward, those LLMs are giant things with billions of parameters and they're gameable.
11 June 2024
23 May 2024
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Likedtheir ownrcmnd.app
Decent DE1Their words
In the early days, the DE1 was considered "unforgiving" by many. I didn't mind, as the DE1's ability to control shot parameters more than made up for its early challenges.
24 June 2023
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Their words
At the same time, in order to reduce the probability of someone intentionally or unintentionally bringing about a rogue AI, we need to increase governance and we should consider limiting access to the large-scale generalist AI systems that could be weaponized, which would mean that the code and neural net parameters would not be shared in open-source and some of the important engineering tricks to make them work would not be shared either.
20 July 2022
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