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August-murr/README.md

Entropy

Hi, I'm August Murr

I'm an independent ML researcher and engineer focused on the safety and alignment of increasingly powerful AI systems.

My work is grounded in core ML engineering, compute-scalable methods, post-training, and reinforcement learning. I believe the insights of the bitter lesson don't stop at capabilities:

if intelligence scales with compute, wisdom must too.

We cannot afford for safety and alignment to be an afterthought, they need to be as scalable, as compute-driven, and as relentlessly improved as the systems they are meant to keep in check.

I started out drawn to emergent behavior and self-improving systems. The more I built, the more I understood that unconstrained emergence is not a magic pill — it's a Pandora's box. That realization shifted my focus from building toward powerful systems to understanding how to make them safe as they scale.

My interests now span alignment, interpretability, AI governance, policy, and the economic reforms that advanced AI will demand. But I approach all of it from an engineering foundation first.

I want to contribute to navigating the chaos ahead.

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  1. Interregnum Interregnum Public

    A public notebook. Working drafts, half-formed ideas, and thoughts I'm too much of a perfectionist to just post.

  2. Bluedot Bluedot Public

    The repo for all files and reports for the Bluedot Impact AI safety project

    Python

  3. sandboxed-ml-agent sandboxed-ml-agent Public

    Code and data for "Sandboxed AI Agents with GPU Access" blog post. An OpenHands agent with GPU access that completes ML tasks. Part of the Ouroboros research project.

    Python 5 1

  4. Ouroboros Ouroboros Public

    Ouroboros is a self-referential AI experimentation framework where an agent evolves the very codebase that defines its own behavior.

    Python

  5. trl trl Public

    Forked from huggingface/trl

    Train transformer language models with reinforcement learning.

    Python 3

  6. APART APART Public

    The repo for my submission for APARTs Secret Loyalties Hackathon

    Python