do-math is a multi-agent management system that provides governance for autonomous mathematical research. It consists of instruction documents that direct agent behavior and a Python program, the ...
MIT CSAIL's "weight-space programming" has a frontier LLM read and edit neural network weights directly, with no gradient descent. Surgical edits ended Qwen's reasoning loops, but the results come ...
In the strongest example of "weight space programming", as the technique is called, Astra’s intervention raised Qwen3.5-0.8B’s MATH-500 score from 7.9% to 48.1% while touching approximately 0.016% of ...
GPT-6 Astra edited Qwen’s weights and raised MATH-500 from 7.9% to 48.1% in author-run tests. How weight-space programming works—and its limits.
The theory of dynamical systems has become fundamental for the study of multiple real-life problems. We want to model phenomena in order to understand their progress over time. A proper modeling ...
MIT has unveiled an innovative, groundbreaking paradigm dubbed "Weight Space Programming", representing a transformative new ...
AI agents began providing "answers" to unsolved mathematical problems. At the beginning of the year, it was only a matter of ...
When self-studying Python, many people look into the Python 3 Certified Engineer Basic Exam because they want a tangible goal ...
Researchers have released qmatmul, a Python package whose algorithm halves the floating-point multiplications needed for ...
In the spirit of my recent “Math 2.0” talk on new ways to use AI assistance to enhance the human understanding of mathematics, rather than substitute for it, I am using this post to propose an ...
Will The Burmese Python Problem In The Florida Everglades Ever Be Resolved. Tonight, I went back out on the roads to hunt pythons. The night started off with a couple nice native snakes and turned out ...