Rewriting 0.016% of weights boosts math accuracy by 6x! MIT's 'Weight-Space Programming' where AI performs direct brain surgery on another AI is fascinating

"To improve an AI model's intelligence, you have no choice but to prepare massive amounts of data and GPUs, and run ...
kucoin

MIT CSAIL Proposes Weight-Space Programming; Astra Improves Qwen's Mathematical Performance with a 0.016% Weight Adjustment

The MIT CSAIL team has proposed a "weight-space programming" method that enables GPT-6 Astra to directly read and modify ...

'Like gene editing for neural networks': MIT researchers used GPT-6 Astra to edit Qwen's open weights directly, boosting math performance

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 ...
kingy.ai

Weight-Space Programming: How GPT-6 Astra Raised Qwen’s MATH-500 Score Sixfold

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.
eu.36kr

MIT allowed GPT-6 Astra to directly modify Qwen's weights, and its math scores have soared.

MIT has unveiled an innovative, groundbreaking paradigm dubbed "Weight Space Programming", representing a transformative new ...
BIOENGINEER

New Python Tool Maps Cause-and-Effect Chains in Complex Systems

DEMATELab is a new open-source Python application that unites classical, fuzzy, grey and Z-number DEMATEL analysis with ...
MarkTechPost

Machine Learning

In the field of artificial intelligence, machine learning is a branch that uses data and algorithms to imitate human learning ...
news.lavx.hu

An 11-Hour Course Builds Reasoning Models From Scratch in PyTorch

Ahead of AI released an eight-part video course that teaches reasoning-model development in Python and PyTorch. The 11-hour ...
HackerNoon

A Negative KL Penalty Doesn't Mean Your AI Agent's Reward Calculation Is Broken

Debug RLEF reward arithmetic in Python: distinguish sampled log ratios from exact KL, test clipping bias, and verify ...

[Python Data Analysis] Struggled more than ever with math and libraries

Hello, this is Suginoki.This time, I will look back on the Python 3 Certified Data Analyst exam.For this exam, I couldn't ...
The Express Tribune on MSN

The AI tutor in pocket

The third equation of motion had Zohan Ali confused. He knew the formula, but the derivation was another story. Somewhere between the speed-time graph, the area of a trapezium and the algebra that ...