Anthropic announced today that its Claude Code and Claude Cowork tools are being updated to accomplish tasks using your computer.

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OpenAI has acquired Astral, the company behind Python tools uv and Ruff, to integrate them into its Codex platform as it competes with Anthropic's Claude Code.

The NPU is there—I just never see it do anything.

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If you just want to use MIR as the pre-training indicator of your own model, no additional environment is required. python mir.py --model_path PATH/TO/MODEL --base_llm PATH/TO/LLM --text_data_path ...

Abstract: Automated program repair (APR) research has entered the era of large language models (LLM), and researchers have conducted several empirical studies to explore the repair capabilities of ...