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Infinite-Parameter LLMs: Generating and Adapting Weights from Live Data
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Infinite-Parameter LLMs: Generating and Adapting Weights from Live Data

The scaling laws hold that a language model grows more capable with more parameters and more training data, and Mixture-of-Experts (MoE) architectures have ridden these laws to remarkable results, activating only a fraction of an enormous stored parameter…

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How do we prevent mathematics from devolving into the Medieval Era of secrecy?
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How do we prevent mathematics from devolving into the Medieval Era of secrecy?

Medieval mathematics was a highly personal craft, with knowledge of mathematics and methods being treated as a liability (for better and for worse) and having that knowledge was treated as secret

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Introducing Code Scans
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Introducing Code Scans

Hacker News·Introducing Code Scans·about 2 hours ago
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Code Scans turns broad engineering goals into concrete improvements across your codebase. Tell Devin what you want to achieve, and it investigates what needs to change, evaluates the findings, and turns them into pull requests.

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Introducing mapsnap: Automated Georeferencing for Historic Sanborn Insurance Maps
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Introducing mapsnap: Automated Georeferencing for Historic Sanborn Insurance Maps

Over the past few months I’ve been working on mapsnap, a program to automatically georeference old insurance maps. This post explains why these maps are interesting, how mapsnap works, and why this is worth doing.

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