How to upgrade existing Python in Stability Matrix

ComfyUI and Forge Neo sometimes raise their recommended Python versions. Since the 2.30.1 release on 2026/10/19, Forge Neo's ...

Visualizing Complex Life Sciences in the Browser: A Dynamic Programming and Sequence Alignment Visualization Tool Built with Python and Streamlit

IntroductionWe often see terms like "viral mutation" and "genome analysis" in news and research papers, but it is difficult ...
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.
quantumzeitgeist

Queen’s University releases open-source tool for quantum waveguide simulations

Queen’s University launches QwaveMPS, a new open-source Python tool for quantum waveguide simulations using matrix product ...
xenospectrum

MIT Shows an LLM Can Read and Edit Another Neural Network's Weights Directly

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 ...
eu.36kr

The viral "Astra Modifies Qwen's Brain" has little to do with the RSI we want.

While the statement "It's not that exaggerated" conveys a casual perception that a certain situation, claim, or phenomenon is ...
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 ...
tom's Hardware on MSN

Benchmarking Nvidia’s Vera CPU for the data center

Nvidia gave us access to its Vera data center CPU for testing against Intel's Granite Rapids-AP and AMD's EPYC Turin.
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 ...
GitHub

Data and code: audit of SHAP rank-stability designs on public tabular data

Companion package for the manuscript "How Reliable Are SHAP Rankings on Small Tabular Data? An Empirical Audit of Stability Measures and Audit Designs" (working title). data/download_data.py Downloads ...
news.lavx.hu

LLMs read and edit neural weights without gradients

Astra identifies game policies from raw weight matrices and fixes reasoning loops in Qwen3.5-0.8B by editing 0.016% of parameters, lifting MATH-500 scores from 7.9% to 48.1% without training loops.