Submission + - Failing CS Grades Soar at UC Berkeley as Professors See Greater AI Usage

theodp writes: "The percentage of failing grades in multiple UC Berkeley computer science classes in spring 2026 is significantly higher than past semesters and marks a departure from the department’s grading guidelines, reports The Daily Californian's Litong Deng. "Instructors point to students’ increased reliance on AI, lack of mathematical preparedness and understaffing as potential contributing factors. According to Berkeleytime, 35.3% of CS 10 students and 10.6% of CS 61A students received F’s in spring 2026. In spring 2025 and spring 2024, the percentage of F’s did not exceed 10% for either class. The electrical engineering and computer sciences department’s grading guidelines state that 7% of students in lower division courses, including CS 10 and CS 61A, should receive D’s and F’s."

"UC Berkeley teaching professor Dan Garcia taught both CS 10, 'The Beauty and Joy of Computing,' and CS 61A, 'The Structure and Interpretation of Computer Programs,' in spring 2026. Garcia believes the 'primary driver' of these abnormally high failing rates is due to a 'vast increase in academic dishonesty' due to students’ usage of large language models, such as Claude, ChatGPT and Google Gemini."

The report came just a day after tech-backed nonprofit Code.org, which bills itself as "the leading provider of K-12 AI and CS education curriculum across the globe", rebranded itself to CodeAI, solidifying its shift to AI education. "This is the generation that will set the terms for how AI is used," said Code.org CEO Karim Meghji in a press release. "Some are being taught to understand it, direct it, question it, and create with it. Most are not. That's the gap CodeAI exists to close."

Submission + - R.I.P. Code.org (2013–2026)

theodp writes: This week saw tech-backed K-12 CS education nonprofit Code.org rebrand itself as CodeAI (press release), solidifying its shift to AI education more than a decade after it launched in 2013 with the belief "that every student should learn the basics of computer programming." Of the AI rebranding, Code.org Founder and Chairman of The Board Hadi Partovi explained, "We have a responsibility to prepare the next generation for the biggest change In society since the invention of public education."

Following the announcement, members of the Code.org Advocacy Coalition were informed in a conference call that the nine-year-old coalition was being sunsetted immediately. Members will be asked to decide if they want to join a new CodeAI Advocacy Coalition, which will be "bringing in new AI focused entities that will help us advance this mission", or if they are "not in line with the direction that CodeAI is heading" and are "not going to be part of the new advocacy coalition." Much like their tech giant donors, the message sent was it's the AI way or the highway.

Interestingly, the pivot from CS education to AI literacy comes amid reports that blamed increased reliance on AI for causing more than 35% of UC Berkeley students to fail an entry-level CS course described as "a gentle but thorough introduction to computer science," when previously the failing rate was typically 7%.

Submission + - Palantir wins £9M contract to run UK firearms licensing (theregister.com)

Shakes Fist writes: "The US spy-tech biz will also handle Home Office licensing for explosives, explosive precursors, and poisons. The contract covers a replacement for the National Firearms Licensing Management System (NFLMS), which has been in use since the mid-2000s."

Palantir crawls further under the skin of the UK State.

Submission + - EU working to abandon US tech (politico.eu)

whitroth writes: Shutting down Office for the ICC was clearly a wake-up call.
"The EU is moving to counter American dominance in technology by reaching for one of the oldest tools in its arsenal: industrial strategy.

As the European Commission unveiled a plan Wednesday to reduce Europeâ(TM)s reliance on the foreign technology providers that underpin the modern economy, it was careful to stress that it was not picking a fight with U.S. digital giants.

Instead, the tech sovereignty package â" motivated in no small part by U.S. President Donald Trumpâ(TM)s weaponization of Europeâ(TM)s dependence on American firms â" takes a longer-term view: boost the continentâ(TM)s players so they can eventually challenge their U.S. rivals."

Submission + - AI security's cost bottleneck isn't tokens – it's validation (scworld.com)

spatwei writes: A recent report by Axios claims a company accidentally spent $500 million in one month on Claude usage after failing to implement usage limits for employees. This extreme anecdote punctuates growing uncertainty about how token usage and API bills could become a major bottleneck for companies seeking to reap the productivity benefits of AI tools.

Even major tech companies are reportedly seeking to reel in their AI spending, with The Verge reporting that Microsoft is canceling its Claude Code licenses to steer employees toward its own GitHub Copilot and Uber CTO Praveen Neppalli Naga telling The Information the company used up its entire AI coding budget for 2026 within four months.

How does this fit into cybersecurity? With the landmark moment of Anthropic’s Claude Mythos’ release under Project Glasswing, AI-driven code review and vulnerability discovery are gaining interest, but an analysis by Contrast Security offers a sobering look at the “hidden cost of AI security scanners.”

Contrast’s research found that the biggest spend for organizations seeking to use AI to scan their code for vulnerabilities isn’t the API bill, but the cost of triaging and validating thousands of findings, including a huge number of false positives and inconsistent findings between runs and models.
For example, a simple scan of 1.8 million lines of code using Claude Sonnet 4.6 surfaced 3,560 findings and cost just $315 in token usage, but those 3,560 findings don’t triage and validate themselves. Contrast calculated that if a security engineer making $150,000 per year spent half an hour triaging each finding, the labor cost would come out to $128,000.

Slashdot Top Deals