与此同时，学术界正在尝试各种不同的方法来填补人才缺口，包括缩短培训时间、加强培训和交叉培训，以及利用机器学习工具、大型语言模型、多智能体人工智能和混合专家人工智能来训练软件工程师，使其能够胜任硬件工程师的工作。教会软件工程师如何设计硬件或许可行，但这 ...

也许这只是一些个例，但也确实反映了当今美国市场的风向，在人工智能的冲击下，CS/AI已成红海厮杀。技术红利期已经结束的情况下，创意和真实情感才是不可复制的稀缺资源。 越来越多的学生觉得掌握一门“艺术”，反而成为逃生舱。

DuckDuckGo is offering its own voice AI chat feature built using OpenAI models, all for free, and with no data tracking at ...

而对此做出巨大贡献的，是一位华人小哥宋沛洋，他是UCSB的荣誉CS本科生，加州理工学院计算+数学科学（CMS）系的SURF研究员。 团队就发布了这个Lean Copilot的工具，希望启动人类和LLM的协作，编写出100%准确的形式化数学证明。

To fill the talent gap, CS majors could be taught to design hardware, and the EE curriculum could be adapted or even shortened.

No fewer than 27 universities across eight African countries, including Nigeria, Ghana, Sierra Leone, Kenya, South Africa, and Ethiopia, are set to gain from a groundbreaking three-day Generative AI ...

Intuit Inc. is rated a Buy due to its resilient business model, robust AI integration, and strong financial metrics, despite ...

作为全球人工智能（AI）领域的大 IP——吴恩达（Andrew Ng），自己宣发了 “0基础人工智能入门经典免费课程”，致力于普及、宣传、推广AI 教育，包括最前沿、最火爆的AI基础和深度学习课程。

The recent measures to prop up MSME financing could allow banks to pursue more lending activities to capital-intensive ...

Abstract: This research addresses the need for transformation in Computer Science (CS) education as generative AI (GenAI) tools reshape assessment frameworks. GenAI offers new learning opportunities ...

In today’s digital-first world, data is not just information—it is insight, strategy, and competitive advantage. From healthcare and finance to e-commerce and artificial intelligence, organisations ...

Embracing Artificial Intelligence (AI) in CS50 at Harvard, Yale, and Beyond is the first program in the Speakers Bureau Spotlight Series. This program will look at how CS50 has incorporated artificial ...