Epson's first collaborative robot has arrived on the Japanese market, bringing a 900 mm reach, 6 kg payload and Python programming to the factory floor. The AX6-A901S also features a lightweight ...

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 ...

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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.

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.

Key Takeaways AI is moving beyond chat interfaces. Developers now build systems that use tools, retain context and take actions […] ...