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 ...
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.

I Thought I Could Become A Successful Futures Trader if I Worked Hard Enough. Now I'm Wondering If I'd Be Better Off Building A Business

After a year of trying to make money trading futures, one aspiring trader is wondering whether they’d be better off starting a business or building software. In a recent Reddit post, they shared how ...
Cisco

Foundry in the real world: Turning LLM hunches into verified findings – Security Loop Series, Part 2

See how Foundry turns LLM hunches into verified findings on Langflow, MLflow, and PyGoat, using an evidence gate and an honest look at token cost.
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Fable 5.5 Demos Show AI Generating Code-Based Animations

Users are showcasing animations from what they call Fable 5.5, an apparent Anthropic model that writes its own code for detailed short films, motion graphics, and even sound effects. One 66-second ...