⭐ Find this useful? Star the repo to bookmark the collection and help others discover it. An agent assigns small transformer weights and may change the architecture, then iterates using evaluation ...
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.
Weight-Space Programming from scratch on simple tasks Chandan Singh · 2026 · Blog + autonomous coding experiments Article and interactive circuits · Code and snapshots · Agent instructions An agent ...
Key Points of This Article]・As someone with no programming experience, I rebuilt my company's entire website while consulting ...
You have started studying Java and are writing code while following reference books or videos.If you type exactly as explained, the program runs and no errors occur.However, when you try to 'build ...
A Google DeepMind and Stanford study finds simple shapes like a red heart can push AI models such as GPT-5.4 and Claude ...
Since not all readers are equally familiar with this topic, could you please briefly introduce Onshape and explain how it ...
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 ...
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 ...
Often running hundreds of pages, the new proofs can be so dense as to be nearly incomprehensible. To reassure mathematicians ...
OpenAI reports an 87.4% pass rate for GPT-6 Astra across 20 programming languages, while GPT-6.1 Sol achieves 97.9% accuracy on its COBOL migration evaluation. ETIH edtech news examines the findings, ...
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