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Failing grades soar with AI usage, dwindling math skills in Berkeley CS classes
Article URL: https://www.dailycal.org/news/campus/academics/failing-grades-soar-as-professors-see-greater-ai-usage-dwindling-math-skills-in-uc-berkeley/article_16fad0bf-02cb-4b8c-8d88-888ffd9f8608.html Comments URL: https://news.ycombinator.com/item?id=48392004 Points: 30 # Comments: 11
Actually, the SAT Was Necessary After All
Zvezdelina Stankova has taught mathematics at UC Berkeley for nearly three decades. But in 2023, while teaching introductory calculus for the first time since the beginning of the coronavirus pandemic, she noticed that something was quite wrong. The bottom 25 percent of students were not just struggling with the coursework, Stankova told me; “people were in freefall.”
Interpretable Modeling of Driver Attention Shifts with a Vision-Language Model
Announce Type: replace Abstract: Driver gaze is commonly modeled as a spatial heatmap, but heatmaps alone are difficult for humans to interpret because they do not explain which road object or region is being monitored or why an attention shift may matter. This study examines whether minimal human-grounded supervision can steer a vision--language model toward interpretable descriptions of driver attention shifts. Using selected high-change gaze moments from the Berkeley DeepDrive-Attention...
Interpretable Modeling of Driver Attention Shifts with a Vision--Language Model
arXiv:2508.05852v2 Announce Type: replace Abstract: Driver gaze is commonly modeled as a spatial heatmap, but heatmaps alone are difficult for humans to interpret because they do not explain which road object or region is being monitored or why an attention shift may matter. This study examines whether minimal human-grounded supervision can steer a vision--language model toward interpretable descriptions of driver attention shifts. Using selected high-change gaze moments from the Berkeley...
From forest to front door: Understanding how wildfire spreads through communities
From forest to front door: Understanding how wildfire spreads through communities Lisa Lock Scientific Editor Andrew Zinin Lead Editor As California's population boomed—from 10 million in 1950 to over 40 million today—the number of people living in fire-prone areas multiplied. Over the decades, millions of new homes and commercial buildings sprang up to accommodate the needs of the state's growing population, and many of those structures stand in areas prone to wildfires. As a result, more...
Trump admin’s cancellation of wind energy projects causes business turmoil
Trump admin’s cancellation of wind energy projects causes business turmoil Seven northeastern states have sued US gov’t for paying TotalEnergies to withdraw from offshore wind projects. French energy giant TotalEnergies is embroiled in a lawsuit between seven US states and the federal government as the administration of President Donald Trump upends domestic energy policy, shutting down some wind energy projects while pushing fossil fuels. It has also raised questions about the...
You Weren't Meant to Have a Boss (2008)
March 2008, rev. June 2008 Technology tends to separate normal from natural. Our bodies weren't designed to eat the foods that people in rich countries eat, or to get so little exercise. There may be a similar problem with the way we work: a normal job may be as bad for us intellectually as white flour or sugar is for us physically.
OpenBSD 7.9 arrives, a diamond in the rough proud of every sharp edge
OpenBSD 7.9 has been released, maintaining its reputation as a highly secure Unix-like operating system. This version introduces modest features, including support for up to 255 processor cores on amd64 machines and improved CPU scheduler understanding for heterogeneous cores. Additionally, it features "delayed hibernation" to manage low battery power and includes updates to LibreSSL and OpenSSH.
Jeff Bezos Is Funding a Wild Hunt for the Brain’s ‘Core Algorithm’
Rob Williams knows how to pitch Jeff Bezos: You write a press release as if your product has already been built. Bezos reads it and gives a thumbs up or down. Williams went through this process a lot as an executive on Amazon’s “S-team,” in charge of software products such as Alexa, until his departure last fall.
The Painful Truth About Long Covid
Nothing about long Covid adds up. Consider prevalence rates: How could one study find it affected 3.3 percent of the population of the UK but others an alarming 51 percent of South Americans and 86 percent of Egyptians? Or treatment methods: The BMJ’s systematic review of ways to treat long Covid lists two as supported by moderate evidence, cognitive behavioral therapy and physical exercise.