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 ...
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.
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 ...
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.
Have you ever had an AI generate aggregation code for you, and because the numbers came out without errors, you felt tempted ...
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 ...
Your Python cache can run the same work twice, even with the GIL. See the check-then-act race, the lru_cache gotcha, and how ...
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