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Domain: towardsdatascience.com Added: 2025-08-28 Status: βœ“ Success
towardsdatascience.com
0) Prologue: The Turing test In October 1950, Alan Turing proposed a test. Was it possible to have a conversation with a machine and not be able to tell it apart from a human. He called this β€œthe imit...
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The Principles of Deep Learning Theory (arxiv.org)
https://news.ycombinator.com/item?id=31051540
First, thanks to the publisher and authors for making this freely available! I retired recently after using neural networks since the 1980s. I still s...
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My Python code is a neural network (gabornyeki.com)
https://news.ycombinator.com/item?id=40845304
This article doesn't talk much about testing or getting training data. It seems like that part is key. For code that you think you understand, it's be...
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The Bitter Lesson is Misunderstood
https://obviouslywrong.substack.com/p/the-bitter-lesson-is-misunderstood
The Bitter Lesson is Misunderstood Together, the Bitter Lesson and Scaling Laws reveal that the god of Compute we worship is yoked to an even greater ...
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Extract-0: A specialized language model for document information extraction
https://news.ycombinator.com/item?id=45427634
> the generation of 281,128 augmented examples, from which 1,000 were held out as a benchmark test set. This model is trained on a custom dataset of 2...
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Deep Neural Nets: 33 years ago and 33 years from now
http://karpathy.github.io/2022/03/14/lecun1989/
Deep Neural Nets: 33 years ago and 33 years from now The Yann LeCun et al. (1989) paper Backpropagation Applied to Handwritten Zip Code Recognition is...
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A Peek at Trends in Machine Learning
https://karpathy.medium.com/a-peek-at-trends-in-machine-learning-ab8a1085a106?source=rss-ac9d9a35533e------2
A Peek at Trends in Machine Learning Have you looked at Google Trends? It’s pretty cool β€” you enter some keywords and see how Google Searches of that ...
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Writing an LLM from scratch, part 22 -- finally training our LLM!
https://www.gilesthomas.com/2025/10/llm-from-scratch-22-finally-training-our-llm
Writing an LLM from scratch, part 22 -- finally training our LLM! This post wraps up my notes on chapter 5 of Sebastian Raschka's book "Build a Large ...
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AlphaGo, in context
https://karpathy.medium.com/alphago-in-context-c47718cb95a5?source=rss-ac9d9a35533e------2
AlphaGo, in context Update Oct 18, 2017: AlphaGo Zero was announced. This post refers to the previous version. 95% of it still applies. I had a chance...
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TimesFM: Time Series Foundation Model for time-series forecasting (github.com/google-research)
https://news.ycombinator.com/item?id=40297946
I'm curious why we seem convinced that this is a task that is possible or something worthy of investigation. I've worked on language models since 2018...
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ICLR 2017 vs arxiv-sanity
https://karpathy.medium.com/iclr-2017-vs-arxiv-sanity-d1488ac5c131?source=rss-ac9d9a35533e------2
ICLR 2017 vs arxiv-sanity I thought it would be fun to cross-reference the ICLR 2017 (a popular Deep Learning conference) decisions (which fall into 4...
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