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Lilian Weng Blog
Learning with not Enough Data Part 1: Semi-Supervised Learning
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19 September
18 September
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The moment when you realize that you thought drugs were powerful and meditation was mild, but you now realize the opposite is true.
Average moments of a long-term meditatorsashachapin.substack.com
12 September
8 September
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I knew LG TVs were full of spyware but it's even worse than everyone thought!
7 September
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People who act and speak in public as right-wing extremists and are labeled as such, establish a claim to authenticity.
4 September
2 September
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I think people really underestimate how many people are on gear (TRT, Tren, HGH etc) and are not natural
31 August
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korrents.com
Desalination for drinking and household water is cheap and uses less energy than commonly assumed.Their words
Supplying drinking and household water through desalination is really quite cheap, and uses far less energy than I’d have guessed.
1 March
12 February
23 January
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korrents.com
A personalized classifier needs several hundred labeled examples before its predictions become reliable.Their words
Predictions were poor until I got to over 250 samples in the training set.
Email triage with an embedding-based classifieradamwiggins.com
21 October 2025
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korrents.com
Augmenting a general-purpose solver with domain-specific heuristics commonly gives it a meaningful performance boost.Their words
My sense is that this hybrid is fairly common in practice; solvers aren't magical and if you can deduce additional structure using domain-specific analysis, it will often give the solver an important boost.
26 September 2025
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squirrels don't go to school. Squirrels can learn all about the world. It's absolutely obvious I would say that um supervised learning doesn't happen in animals.
19 September 2025
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They make beer. They labeled the beer, and the temple that would make the beer, the beer would be attributed to that temple. It would be sold, so that temple rises in status, makes money. That's how hierarchies started up.
29 August 2025
17 July 2025
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korrents.com
Human adaptability is fundamentally linked to the efficient construction and refinement of internal world modelsTheir words
We argue that this profound adaptability is fundamentally linked to the efficient construction and refinement of internal representations of the environment, commonly referred to as world models, and we refer to this adaptation mechanism as world model induction.
30 December 2024
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Likedrcmnd.app
The argumentative IndianTheir words
It's stimulating work as well as easy to read. Although parts of South Asia are not commonly known to have an argumentative gene, Amartya Sen convincingly shows that Indian history is deeply rooted in an argumentative tradition. He masterfully weaves evidence and tales to make his point.
7 July 2024
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korrents.com
Using supervised fine-tuning to teach a language model new knowledge risks increasing its hallucination rate.Their words
These empirical results from Gekhman et al. (2024) point out the risk of using supervised fine-tuning for updating LLMs' knowledge.
1 July 2024
16 January 2024
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Recommendsrcmnd.app
SupervisedTheir words
Longtime tech reporter Matt Lynley offers an uncommonly technical assessment of new AI developments in his newsletter Supervised. Original reporting and a fast cadence help this one stand out from other AI newsletters.
20 February 2022
25 January 2022
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korrents.com
Industries do not stay competitive markets; over time most settle into a monopoly or, more often, an oligopoly.Their words
a lot of industries over time end up not like that. They end up not being actually a fair and free market with market discipline. They end up as something else. In the business world, what they end up with is either just, you know, one company with a full up monopoly or more commonly they end up with what's called an oligopoly
1 June 2020
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Recommendsaffiliate linkrcmnd.app
Visual Group TheoryTheir words
Another text with a titular promise to focus on pictures, this one tackles a subject which is more commonly taught purely symbolically. One of the most important things for any student learning about groups to understand is just how many different ways there are to think about a group, and how different views might be helpful in different contexts. Again, I wouldn't use this as the only book to understand the topic, but it offers a refreshingly different perspective on the topic from most others out there to help arm your arsenal of intuitions.
27 February 2019
26 April 2018
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