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@gamedev-manchester @spike-imperial @understanding-search

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afspies/README.md

๐Ÿ Hey โ€” Iโ€™m Alex

Currently doing AI Safety Research at FAR.AI.

Previously finished my PhD, reverse-engineering neural networks to understand how they think, so we can try to stop them from thinking bad things.

๐Ÿ”ญ What Iโ€™m up to

๐ŸŒ Elsewhere

Websiteโ€‚| Twitter/X @afspiesโ€‚|โ€‚LinkedInโ€‚|โ€‚โœ‰๏ธ alex [at] afspies (dot) com

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  1. understanding-search/maze-transformer understanding-search/maze-transformer Public

    This repo is built to facilitate the training and analysis of autoregressive transformers on maze-solving tasks.

    Jupyter Notebook 35 7

  2. understanding-search/maze-dataset understanding-search/maze-dataset Public

    maze datasets for investigating OOD behavior of ML systems

    Jupyter Notebook 79 11

  3. ai-safety-papers ai-safety-papers Public

    Automated paper discovery and summarization system for AI Safety research. Uses Semantic Scholar for paper discovery, Claude for intelligent summarization, and Hugo for web publishing. Features autโ€ฆ

    Python 6

  4. attention-tutorial attention-tutorial Public

    Jupyter Notebook tutorial on Attention Mechanisms, Position Embeddings and Random Fourier Feature based approximations. Created for Imperial College Deep Learning Course

    Jupyter Notebook 5 1

  5. gpu-monitor gpu-monitor Public

    Fast asynchronous GPU monitoring tool across multiple machines through SSH

    Python 11 5

  6. meinsweeper meinsweeper Public

    A light-weight framework for running experiments on arbitrary compute nodes

    Python 3