icon-to-image#As someone who primarily works in Python, what first caught my attention about Rust is the PyO3 crate: a crate that allows accessing Rust code through Python with all the speed and memory benefits that entails while the Python end-user is none-the-wiser. My first exposure to pyo3 was the fast tokenizers in Hugging Face tokenizers, but many popular Python libraries now also use this pattern for speed, including orjson, pydantic, and my favorite polars. If agentic LLMs could now write both performant Rust code and leverage the pyo3 bridge, that would be extremely useful for myself.
Sony and AMD formally announced "Project Amethyst," their collaboration to develop machine-learning technology to improve graphics and gameplay, in 2024. The partnership has already benefitted both companies: Cerny says Sony contributed to the development of AMD's FSR 4 and similar improvements are now trickling back to the PS5 Pro. Both companies' plans to improve everything from upscaling performance to energy efficiency could also pay further dividends in future consoles and GPUs.。业内人士推荐51吃瓜作为进阶阅读
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2012年12月，党的十八大闭幕不久，习近平总书记来到地处太行山深处的河北阜平县，进村入户看真贫。