Direct Manipulation of Neural Networks via Weight-Space Programming: The Dawn and Ripples of Self-Reorganizing AI Demonstrated by GPT-6 Astra

Box ManipulationIn the history of artificial intelligence and machine learning, the determination of internal parameters ...
MarkTechPost

Editors Pick

Anthropic released FlashProve, an Apache 2.0 zkSNARK prototype that proves a reply came from a committed model without ...

Can AI directly rewrite its own weights? MIT research team's 8 experiments and the meaning of a 0.016% edit

"Please improve an AI that is bad at math without additional training."When asked this, we usually think of adding training ...
kucoin

MIT researchers use GPT-6 Astra to enhance Qwen's mathematical ability by 6x

Article by Shenchao TechFlowNo training required, no data needed, no gradient descent.Researchers at MIT fed the weights of ...
Opinion
GitHubOpinion

README.md

Yu Cui 1 · Bosen Zhao 2 · Xufeng Zhang 1 · Hong He 3 · Ruiqing Yue 4,5 Sicheng Pan 1 · Zhuoyu Sun 1 · Yifei Liu 1 · Ting Li 6 · Wenzhuo Zhu 6 Baohan Huang 1 · Haibin Zhan ...
en.sedaily

Google Legend Jeff Dean Bets on AI That Runs Its Own Experiments

Jeff Dean left Google after 27 years to found Discovery Loop, a startup automating research loops to run thousands 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.
Tech Times

Tsinghua Study: AI Coding Agents Cut Costs 26% by Rewriting Their Own Scaffolding

Tsinghua’s HarnessPro cuts AI coding agent costs 26% while boosting accuracy without model retraining. Factory Droid 1.0 ...

Google Research Creates AI That Self-Improves Without Training

Google Harness 2 enables AI agents to dynamically adapt workflows without training. Smaller models can outperform larger ones ...
KDnuggets

7 Advanced Python Design Patterns for Data Scientists

Learn seven design patterns for data science code, from Strategy and Adapter to Command and Proxy, each matched to the ...
shattered.io

OpenHands Local Setup: 12 Steps, 60 Min [2026]

OpenHands local setup in 12 steps: run Agent Canvas with Ollama and a local Qwen model in sandboxed Docker, plus a preflight ...
Crypto Briefing

Recursive launches Flint, a fast open-weight coding model built to run locally

Flint launched on October 21, 2026. It is a 40-billion-parameter model built specifically for coding work. On a MacBook Pro with an M4 Pro chip, Flint generates over 125 tokens per second. On RTX ...