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Use Prolog to improve LLM's reasoning(shchegrikovich.substack.com)
343 points by shchegrikovich | 122 comments
Substack post arguing that having LLMs generate Prolog code can improve their reasoning, given the limits of autoregressive transformer generation.
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How I write software with LLMs(stavros.io)
440 points by indigodaddy | 423 comments
A personal blog post by Stavros describing how he uses LLMs to write software and why he values making things over programming itself.
LLMs use a surprisingly simple mechanism to retrieve some stored knowledge(news.mit.edu)
336 points by CharlesW | 121 comments
MIT News article on research showing LLMs often retrieve stored facts via simple linear functions, and a technique to probe what a model knows about subjects.
Do your own writing(alexhwoods.com)
690 points by karimf | 222 comments
Blog post by Alex Woods arguing against using LLMs to write documents and essays, since writing is a way to think and build trust.
Train Your Own LLM from Scratch(github.com)
376 points by kristianpaul | 43 comments
GitHub repository by angelos-p providing code and docs for training your own large language model from scratch.
How I program with LLMs(crawshaw.io)
762 points by stpn | 292 comments
David Crawshaw's blog post summarizing a year of personal experience using LLMs while programming, and introducing sketch.dev, a Go-focused tool.
Some thoughts on LLMs and software development(martinfowler.com)
378 points by floverfelt | 347 comments
Martin Fowler's blog post sharing scattered thoughts on the state of LLMs and AI and their effect on software development.












