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Comment Re:I have yet to see a use case for small LLMs (Score 2) 48

I have a dream of running my own personal "google home" from my basement - I want it to turn on and off lights, maybe adjust the thermostat using voice commands. I also want it access a few web pages and be able to answer questions (via voice) regarding their contents: local weather, stock prices, maybe Wikipedia. No reporting back to the motheship because I am the mothership. This might be of a size to be able to accomplish this.

Comment Re:This isn't an article, it's an Opinion piece (Score 1) 93

Foreign kids pay 100% tuition, no financial aid. As funding for education has dropped domestically, colleges and universities have been actively recruiting overseas to help maintain their teaching/research standards. Of course this mostly pertains to undergrads. Graduate students get paid a stipend usually if they are helping teach or doing research; schools will actively search out the smartest they can find with the understanding that quality research brings in money for the school.

Submission + - How a power outage in Colorado caused U.S. official time to be 4.8 microseconds (npr.org) 1

Tony Isaac writes: The U.S. government calculates the country's official time using more than a dozen atomic clocks at a federal facility northwest of Denver.

But when a destructive windstorm knocked out power to the National Institute of Standards and Technology (NIST) laboratory in Boulder on Wednesday and a backup generator subsequently failed, time ever so slightly slowed down.

The lapse "resulted in NIST UTC [universal coordinated time] being 4.8 microseconds slower than it should have been," NIST spokesperson Rebecca Jacobson said in an email.

Submission + - Firefox Will Ship with an "AI Kill Switch" to Completely Disable all AI Features (9to5linux.com) 2

An anonymous reader writes: From a report on 9to5Linux.com:

"On Tuesday, Anthony Enzor-DeMeo was named the new CEO of Mozilla Corporation, the company behind the beloved Firefox web browser used by almost all GNU/Linux distributions as the default browser."

"In his message as new CEO, Anthony Enzor-DeMeo stated that Firefox will grow from a browser into a broader ecosystem of trusted software while remaining the company’s anchor, and that Firefox will evolve into a modern AI browser and support a portfolio of new and trusted software additions."

"What was not made clear is that Firefox will also ship with an AI kill switch that will let users completely disable all the AI features that are included in Firefox. Mozilla shared this important update earlier today to make it clear to everyone that Firefox will still be a trusted web browser."

Submission + - North Korean Infiltrator Caught Working In Amazon IT Department Thanks To Lag (tomshardware.com)

An anonymous reader writes: A North Korean imposter was uncovered, working as a sysadmin at Amazon U.S., after their keystroke input lag raised suspicions with security specialists at the online retail giant. Normally, a U.S.-based remote worker’s computer would send keystroke data within tens of milliseconds. This suspicious individual’s keyboard lag was “more than 110 milliseconds,” reports Bloomberg. Amazon is commendably proactive in its pursuit of impostors, according to the source report.

The news site talked with Amazon’s Chief Security Officer, Stephen Schmidt, about this fascinating new case of North Koreans trying to infiltrate U.S. organizations to raise hard currency for the Democratic People’s Republic of Korea (DPRK), and sometimes indulge in espionage and/or sabotage. Schmidt says that Amazon has foiled more than 1,800 DPRK infiltration attempts since April 2024. Moreover, the rate of attempts continues apace, with Amazon reckoning it is seeing a 27% QoQ uplift in North Koreans trying to get into the Amazon corporation. However, Amazon’s success can be almost entirely credited to the fact that it is actively looking for DPRK impostors, warns its Chief Security Officer. “If we hadn’t been looking for the DPRK workers,” Schmidt said, “we would not have found them.”

Submission + - Tech Giant-Supported Study Chastises K-12 Schools for Lack of AI + CS Education

theodp writes: Coinciding with Computer Science Education Week and its flagship event the Hour of AI, tech-backed nonprofit Code.org this week released the 2025 State of AI & Computer Science Education report, chastising K-12 schools for the lack of access to AI and CS education and thanking its funders Microsoft, Amazon, and Google for supporting the report's creation.

"For the first time ever," Code.org explains, "the State of AI + CS Education features a state-by-state analysis of AI education policies, including whether standards and graduation requirements emphasize AI. The report continues to track the CS access, participation, and fundamental policies that have made it a trusted benchmark for policymakers, educators, and advocates."

The report laments that "0 out of 50 states require AI+CS for graduation," adding that "access to CS has plateaued" at 60% nationwide, with Minnesota and Alaska bringing up the rear with a woeful 34%. However, flaws with the statistic on which the K-12 CS education crisis movement was built — the "Percentage of Public High Schools Offering Foundational Computer Science" — become apparent with just a casual glance at the data underlying Minnesota's failing 34% grade. Because that metric neglects to take into account school sizes — which of course vary widely — the percentage of schools offering access to CS can be vastly different than the percentage of students attending schools offering access to CS. So, when Code.org reports that only 33% of the three Prior Lake-Savage Area Schools offer access to CS, keep in mind that left unreported is that more than 95% of students in the district attend the one Prior Lake-Savage Area School that does offer access to CS, which is a far less alarming metric. Code.org reports that Prior Lake High School (2,854 students, per NCES records) offers access to CS, while Prior Lake-Savage Area ALC (93 students) and Laker Online (45 students) do not. And that, kids, is today's lesson in K-12 CS education access crisis math, where 95% (2,854 students/2,992 students) can equal 33% (1 school/3 schools)!

Submission + - System76 Launches First Stable Release of COSMIC Desktop and Pop!_OS 24.04 LTS (9to5linux.com)

An anonymous reader writes: From a report on 9to5linux.com: "Based on the Ubuntu 24.04 LTS (Noble Numbat) operating system series, Pop!_OS 24.04 LTS ships with the brand-new COSMIC desktop environment written in the Rust programming language, designed and developed by System76 for all GNU/Linux distributions."

"Previous Pop!_OS releases used a version of the COSMIC desktop that was based on the GNOME desktop environment. However, System76 wanted to create a new desktop environment from scratch while keeping the same familiar interface and user experience built for efficiency and fun."

"COSMIC Launcher lets users launch and navigate apps quickly and efficiently with features like web search, calculator, and file search. Moreover, COSMIC supports both dual-panel and single-panel layouts, workspaces, advanced window tiling and stacking, and new theming options."

Submission + - New OpenAI Models Likely Pose 'High' Cybersecurity Risk, Company Says (axios.com)

An anonymous reader writes: OpenAI says the cyber capabilities of its frontier AI models are accelerating and warns Wednesday that upcoming models are likely to pose a "high" risk, according to a report shared first with Axios. The models' growing capabilities could significantly expand the number of people able to carry out cyberattacks. OpenAI said it has already seen a significant increase in capabilities in recent releases, particularly as models are able to operate longer autonomously, paving the way for brute force attacks.

The company notes that GPT-5 scored a 27% on a capture-the-flag exercise in August, GPT-5.1-Codex-Max was able to score 76% last month. "We expect that upcoming AI models will continue on this trajectory," the company says in the report. "In preparation, we are planning and evaluating as though each new model could reach 'high' levels of cybersecurity capability as measured by our Preparedness Framework." "High" is the second-highest level, below the "critical" level at which models are unsafe to be released publicly.

Submission + - Ask Slashdot: Locally hosted security cameras 2

Randseed writes: With the likes of Google Nest, Ring, and others cooperating with law enforcement, I started to look for affordable wireless IP security cameras that I can put around my house. Unfortunately, it looks like almost every thing now incorporates some kind of cloud-based slop. All I really want is to put up some cameras, hook them up to my LAN, and install something like Zoneminder. What are the most economical, wireless IP security cameras that I can set up with my server?

Submission + - Fish-inspired filter removes 99% of microplastics from washing machine wastewate (techxplore.com)

schwit1 writes: Some fish feed by means of filtration; these include, for example, mackerel, sardines, and anchovies. They swim through the water with their mouths open and sift out the plankton with their gill arch system. "We took a closer look at the construction of this system and used it as the model for developing a filter that can be used in washing machines," says Blanke, who is a member of the transdisciplinary research areas Life & Health and Sustainable Futures at the University of Bonn.

During their evolution, these fish have developed a technique similar to cross-flow filtration. Their gill arch system is shaped like a funnel that is widest at the fish's mouth and tapers towards their gullet. The walls of the funnel are shaped by the branchial arches. These feature comb-like structures, the arches, which are themselves covered in small teeth. This creates a kind of mesh that is stretched by the branchial arches.

The filter element in the center imitates the gill arch system of the fish. The filter housing enables periodic cleaning and installation in washing machines.

"During food intake, the water flows through the permeable funnel wall, is filtered, and the particle-free water is then released back into the environment via the gills," explains Blanke. "However, the plankton is too big for this; it is held back by the natural sieve structure. Thanks to the funnel shape, it then rolls toward the gullet, where it is collected until the fish swallows, which empties and cleans the system."

This principle prevents the filter from being blocked—instead of hitting the filter head-on, the fibers roll along it toward the gullet. The process is also highly effective, as it removes almost all of the plankton from the water. Both are aspects that a microplastic filter must also be able to deliver. The researchers thus replicated the gill arch system. In doing so, they varied both the mesh size of the sieve structure and the opening angle of the funnel.

"We have thus found a combination of parameters that enable our filter to separate more than 99% of the microplastics out of the water but not become blocked," says Hamann. To achieve this, the team used not only experiments but also computer simulations. The filter modeled on nature does not contain any elaborate mechanics and should thus be very inexpensive to manufacture.

The microplastics that it filters out of the washing water collect in the filter outlet and are then suctioned away several times a minute. According to the researcher, who has now moved to the University of Alberta in Edmonton, Canada, they could then, for example, be pressed in the machine to remove the remaining water. The plastic pellet created in this manner could then be removed every few dozen washes and disposed of with general waste.

Submission + - Iran's Capital Is Moving. The Reason Is an Ecological Catastrophe (scientificamerican.com)

An anonymous reader writes: Amid a deepening ecological crisis and acute water shortage, Tehran can no longer remain the capital of Iran, the country’s president has said. The situation in Tehran is the result of "a perfect storm of climate change and corruption,” says Michael Rubin, a political analyst at the American Enterprise Institute. “We no longer have a choice,” said Iranian president Masoud Pezeshkian during a speech on Thursday. Instead Iranian officials are considering moving the capital to the country’s southern coast. But experts say the proposal does not change the reality for the nearly 10 million people who live in Tehran and are now suffering the consequences of a decades-long decline in water supply.

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