Berkeley CS students leaning on AI tools, seeing grades slip

UC Berkeley professors report a spike in failing grades among CS students who rely heavily on AI assistants while skipping fundamental math. The trend suggests that using AI as a shortcut early in a CS education can backfire—students miss core concepts they'll need later. For indie developers and self-taught programmers, it's a cautionary note: tools amplify skill, they don't replace it.