I was struck by the idea of running an NN in Krita. The fun of building calculations without using code

At night, after finishing cleaning my favorite keyboard and opening my browser, I found an article that reproduced neural ...
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 ...

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 ...
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

Image-Handling-and-Pixel-Transformations-Using-OpenCV

Thus, the images were read, displayed, brightness and contrast adjustments were made, and bitwise operations were performed successfully using the Python program.
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.
GitHub

Convolution, Inner Product, and Image Processing Revisited

Digital images are arrays of pixel values. Many useful image effects can be created by moving a small matrix (a kernel or filter) over an image. At each position, corresponding values are multiplied ...
finance.biggo

Embedding RISC-V CPU Directly into AI Weights: Qwen3.5-4B-Based "Qwenputer" Released

Developer Divyansh Agrawal has released "Qwenputer," an experimental model that compiles a 32-bit RISC-V processor into the weights of Qwen3.5-4B.
Analogue Explorations

GForce releases Oberheim Matrix-12 software synthesizer

Created in collaboration with Oberheim and Marcus Ryle, GForce has released the only official software instrument of the ...
XDA Developers on MSN

I flashed MicroPython onto a $4 board, and it's the easiest way into electronics I've found

One morning isn't a benchmark, but it was enough to change my default.
Binghamton University

INTRODUCTION TO PYTHON

"The Intro to Python course was a great experience in continuing education. The professor kept it very mainstream and incorporated several real-world examples where the Python language could be ...