AI/ML

AI/ML

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files-to-prompt 0.4
files-to-prompt 0.4
New release of my [files-to-prompt tool](https://simonwillison.net/2024/Apr/8/files-to-prompt/) adding an option for filtering just for files with a specific extension. The following command will output Claude XML-style markup for all Python and …
·simonwillison.net·
files-to-prompt 0.4
AI for the rest of us
AI for the rest of us
Apple Intelligence makes a lot of sense when you get out of the AI bubble. Plus, the cool technical details Apple shared about their language models "thinking different."
·interconnects.ai·
AI for the rest of us
An LLM TDD loop
An LLM TDD loop
Super neat demo by David Winterbottom, who wrapped my [LLM](https://llm.datasette.io/) and [files-to-prompt](https://github.com/simonw/files-to-prompt) tools in [a short Bash script](https://gist.github.com/codeinthehole/d12af317a76b43423b111fd6d508c4fc) that can be fed a file full of Python unit tests and …
·simonwillison.net·
An LLM TDD loop
GSM-Symbolic: Understanding the Limitations of Mathematical...
GSM-Symbolic: Understanding the Limitations of Mathematical...
Recent advancements in Large Language Models (LLMs) have sparked interest in their formal reasoning capabilities, particularly in mathematics. The GSM8K benchmark is widely used to assess the...
·arxiv.org·
GSM-Symbolic: Understanding the Limitations of Mathematical...
Warp: Own the command line
Warp: Own the command line
Warp is the modern, Rust-based terminal with AI and your dev team's knowledge built-in. Now available on MacOS and Linux.
·warp.dev·
Warp: Own the command line
AI startups require new strategies: This time it's actually different
AI startups require new strategies: This time it's actually different
The typical dynamics between startups and incumbents do not apply in AI as they did in previous technology revolutions like mobile and the Internet. Ignore this at your peril.
·longform.asmartbear.com·
AI startups require new strategies: This time it's actually different
Automated molecular structure segmentation from documents using ChemSAM - PubMed
Automated molecular structure segmentation from documents using ChemSAM - PubMed
Chemical structure segmentation constitutes a pivotal task in cheminformatics, involving the extraction and abstraction of structural information of chemical compounds from text-based sources, including patents and scientific articles. This study introduces a deep learning approach to chemical struc …
·pubmed.ncbi.nlm.nih.gov·
Automated molecular structure segmentation from documents using ChemSAM - PubMed
marimo v0.9.0 with mo.ui.chat
marimo v0.9.0 with mo.ui.chat
The latest release of the Marimo Python reactive notebook project includes a neat new feature: you can now easily embed a custom chat interface directly inside of your notebook. Marimo …
·simonwillison.net·
marimo v0.9.0 with mo.ui.chat
pytudes/ipynb/CherylMind.ipynb at main · norvig/pytudes
pytudes/ipynb/CherylMind.ipynb at main · norvig/pytudes
There has been much debate on the degree to which Large Language Models (LLMs) have a theory of mind: a way of understanding what other people know and don't know. In this notebook I explore one small part of the issue by asking nine LLM chatbots to solve the Cheryl's Birthday Problem, a well-known logic puzzle in which different characters have different states of knowledge at different times.
·github.com·
pytudes/ipynb/CherylMind.ipynb at main · norvig/pytudes
mlx-vlm
mlx-vlm
The MLX ecosystem of libraries for running machine learning models on Apple Silicon continues to expand. Prince Canuma is actively developing this library for running vision models such as Qwen-2 …
·simonwillison.net·
mlx-vlm