Stardew Valley is celebrating its 10th anniversary, marking a decade since cosy gamers were first invited to move into Grandpa's old farmhouse in Pelican Town. The popular farming simulator has grown significantly in the intervening years, with official updates adding new areas to explore, multiplayer mode, divorce, and even the ability to drink mayonnaise.
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As a data scientist, I’ve been frustrated that there haven’t been any impactful new Python data science tools released in the past few years other than polars. Unsurprisingly, research into AI and LLMs has subsumed traditional DS research, where developments such as text embeddings have had extremely valuable gains for typical data science natural language processing tasks. The traditional machine learning algorithms are still valuable, but no one has invented Gradient Boosted Decision Trees 2: Electric Boogaloo. Additionally, as a data scientist in San Francisco I am legally required to use a MacBook, but there haven’t been data science utilities that actually use the GPU in an Apple Silicon MacBook as they don’t support its Metal API; data science tooling is exclusively in CUDA for NVIDIA GPUs. What if agents could now port these algorithms to a) run on Rust with Python bindings for its speed benefits and b) run on GPUs without complex dependencies?
至于基于 NPU 和桌面平台的 LiteRT-LM 运行时，相关工作已经在进行中。一旦 Google 开放 iOS 的公共 API（预计在 2026 年初），我们将添加全面支持。桌面平台也在我们的计划之中——敬请期待，即将推出。