飞桨 AI Studio vs fast.ai：怎么选？

飞桨 AI Studio 是百度飞桨推出的 AI 学习与实训社区，为开发者提供一站式的人工智能学习环境。其核心功能包括在线编程与 GPU 算力支持，用户无需配置本地环境即可在云端运行深度学习项目；同时内置丰富的课程资源与经典模型库，从入门到进阶均有配套教程与实践案例。此外，社区还支持项目分享与竞赛参与，方便用户交流技术并积累实战经验。这款工具主要面向 AI 初学者、在校学生以及希望快速验证算法模型的开发者。它适用于个人自学深度学习、高校开展 AI 相关课程教学，或是团队进行模型调优与原型开发等场景。

关于 fast.ai

Following the thread of any seemingly quantitative issue in AI ethics (such as determining if software to rate loan applicants is racially biased or evaluating YouTube’s recommendation system) quickly leads to a host of qualitative questions. Unfortunately, there is often a large divide between computer scientists and social scientists, with over-simplified assumptions and fundamental misunderstandings of one another.

By using better masks, monitoring and improving indoor air quality, and rolling out rapid tests, we could quickly halt the current outbreaks in the Australian states of New South Wales (NSW) and Victoria. If we fail to do so, and open up before 80% of all Australians are vaccinated, we may have tens of thousands of deaths, and hundreds of thousands of children with chronic illness which could last for years.

As governments consider new uses of technology, in public places, this raises issues around surveillance of vulnerable populations, unintended consequences, and potential misuse. There are several principles to keep in mind in how these decisions can be made in a healthier and more responsible manner.