Overworked and Understaffed: Special Ed Teachers Turn to AI for Help
A fast-growing number of special educators nationwide are using AI to create customized education plans. Despite the risks, some research shows it could improve the quality of teachers' work.
How to Write Robust Code with Claude Code
Improve the quality of Claude Code output. 《如何使用 Claude Code 编写健壮的代码》一文首先出现在《走向数据科学》上。
The economics of Physical AI: Why data quality beats scale
为了达到物理 AI 社区所期望的鲁棒性水平，即在不熟悉的环境中对不熟悉的对象进行零样本部署的通才策略，数据集大小必须增长几个数量级。为了给出规模感，将逻辑扩展到 LLM 规模的数据量（大约 10^2）将需要大约 8000 万个机器人连续运行三年。 The field is therefore bottlenecked not only by compute or model architecture, but more fundamentally by the rate at which high-quality, real-world manipulation data can be gen
