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Submission + - This AI finds simple rules where humans see only chaos (sciencedaily.com) 1

alternative_right writes: A new AI developed at Duke University can uncover simple, readable rules behind extremely complex systems. It studies how systems evolve over time and reduces thousands of variables into compact equations that still capture real behavior. The method works across physics, engineering, climate science, and biology. Researchers say it could help scientists understand systems where traditional equations are missing or too complicated to write down.

Submission + - Garmin Emergency Autoland deployed for the first time (flightradar24.com)

alanw writes: On Saturday, 20 December 2025, the Garmin’s Emergency Autoland was used for the first time in a real world emergency situation. The Emergency Autoland system is designed to take control of an aircraft in the event of pilot incapacitation and safely land at a nearby airfield.

That is precisely what happened on Saturday as the pilot of Beech B200 Super King Air N479BR became incapacitated about 20 minutes after departing Aspen for Denver.

Submission + - Samsung is putting Google Gemini AI into your refrigerator, whether you need it (nerds.xyz)

BrianFagioli writes: Samsung is bringing Google Gemini directly into the kitchen, starting with a refrigerator that can see what you eat. At CES 2026, the company plans to show off a new Bespoke AI Refrigerator that uses a built in camera system paired with Gemini to automatically recognize food items, including leftovers stored in unlabeled containers. The idea is to keep an always up to date inventory without manual input, track what is added or removed, and surface suggestions based on what is actually inside the fridge. It is the first time Googleâ(TM)s Gemini AI is being integrated into a refrigerator, pushing generative AI well beyond phones and laptops.

The pitch sounds convenient, but it also raises familiar questions. This is vision based AI tied to cloud services, not just local smarts, and it depends on cameras watching what goes in and out of your fridge over years of ownership. Samsung is framing this as friction free food management, but critics may see it as another example of AI being embedded into everyday appliances whether consumers asked for it or not. The real test will be whether this becomes a genuinely useful background feature, or just another smart screen that people stop paying attention to once the novelty wears off.

Submission + - Visa says AI will start shopping and paying for you in 2026 (nerds.xyz)

BrianFagioli writes: Visa says it has completed hundreds of secure, AI initiated transactions with partners, arguing this proves agent driven shopping is ready to move beyond experiments. The company believes 2025 will be the last full year most consumers manually check out, with AI agents handling purchases at scale by the 2026 holiday season. Nearly half of US shoppers already use AI tools for product discovery, and Visa wants to extend that shift all the way through payment using its Intelligent Commerce framework.

The pilots are already live in controlled environments, powering consumer and business purchases through AI agents tied to Visaâ(TM)s payment rails. To prevent abuse, Visa and partners have introduced a Trusted Agent Protocol to help merchants distinguish legitimate AI agents from bots, with Akamai adding fraud and identity controls. While the infrastructure may be ready, the bigger question is whether consumers fully understand the risks of letting software spend their money.

Submission + - 13.1 Million K-12 Schoolkids Participated in Inaugural 'Hour of AI'

theodp writes: At a high-profile White House gathering of AI tech leaders last September, tech-backed nonprofit Code.org pledged to engage 25 million K-12 schoolchildren in an "Hour of AI" this school year.

Preliminary numbers released this week by the Code.org Advocacy Coalition this week showed that 13.1 million users had participated in the inaugural Hour of AI, attaining 52.4% of its goal of 25 million participants.

In a pivot from coding to AI literacy, the Hour of AI replaced Code.org's hugely-popular Hour of Code this December as the flagship event of Computer Science Education Week (Dec. 8-14). According to Code.org's 2024-25 Impact Report, "in 2024–25 alone, students logged over 100 million Hours of Code, including more than 43 million in the four months leading up to and including CS Education Week."

Submission + - Public Domain Day 2026

davidwr writes: January 1, 2026 is Public Domain Day: Works from 1930 are open to all, as are sound recordings from 1925!
By Jennifer Jenkins and James Boyle CC BY 4.0
On January 1, 2026, thousands of copyrighted works from 1930 enter the US public domain, along with sound recordings from 1925. They will be free for all to copy, share, and build upon. The literary highlights range from William Faulkner’s As I Lay Dying to Agatha Christie’s The Murder at the Vicarage and the first four Nancy Drew novels. From cartoons and comic strips, the characters Betty Boop, Pluto (originally named Rover), and Blondie and Dagwood made their first appearances. Films from the year featured Marlene Dietrich, Greta Garbo, the Marx Brothers, and John Wayne in his first leading role. Among the public domain compositions are I Got Rhythm, Georgia on My Mind, and Dream a Little Dream of Me. We are also celebrating paintings from Piet Mondrian and Paul Klee.




Last year's Slashdot coverage included Tintin, Popeye Enter Public Domain as 1929 Works Released (Jan 1) and Internet Archive Celebrates New Public Domain Works with Remixes in Short Film Contest (Feb. 8).

Submission + - Trump Dismantling National Center for Atmospheric Research in Colorado (pbs.org)

echo123 writes: WASHINGTON (AP) — The Trump administration is dismantling the National Center for Atmospheric Research in Colorado, moving to dissolve a research lab that a top White House official described as “one of the largest sources of climate alarmism in the country.

White House budget director Russ Vought criticized the lab in a social media post Tuesday night and said a comprehensive review of the lab is underway. “Vital activities such as weather research will be moved to another entity or location, Vought said.

The research lab, which houses the largest federal research program on climate change, supports research to predict, prepare for and respond to severe weather and other natural disasters. The research lab is managed by a nonprofit consortium of more than 130 colleges and universities on behalf of the National Science Foundation.

A senior White House official cited two instances of the lab’s “woke direction” that wastes taxpayer funds on what the official called frivolous pursuits and ideologies. One funded an Indigenous and Earth Sciences center that aimed to “make the sciences more welcoming, inclusive, and justice-centered,” while another experiment traced air pollution to “demonize motor vehicles, oil and gas operations.” The official spoke on condition of anonymity to speak frankly about the administration’s actions.

Comment Re:Doesn't Add Up (Score 2) 83

No, I think it's RELATIVE, and the article describes it badly. EU does not have to grow, it just has to not decline like the US market, and then it is relatively bigger. "Overtaken" implies action, but it could actually be inaction by the EU. Read it again while thinking of it like that:

exports of low-value Chinese packages to the U.S. have dropped more than 40% since May, according to Chinese customs data, and the EU has this year overtaken the U.S. as the largest market for China's roughly $100 billion cheap package trade.

Submission + - Humans Made a Space Barrier Around Earth that Is Saving Us...Whoops! (popularmechanics.com)

joshuark writes: The mysterious zone of anthropogenic space weather is caused by specific kinds of radio waves that we’ve been blasting into the atmosphere for decades, but experts say the expanding band actually helps protect humankind from dangerous space radiation. NASA first observed this belt in 2012. The agency sends probes to explore different parts of our solar system, including the Van Allen Belts: a huge, torus-shaped area of radiation that surrounds Earth. The donut shape follows the equator, leaving the North and South Poles free.

The Van Allen Belts are related to and affected by the magnetosphere induced by the nonstop bombardment of the sun’s radiation. They affect benign-seeming magnetic effects like the Northern Lights, as well as more destructive ones like magnetic storms. People planning spaceflight through areas affected by the Van Allen Belts, for example, must develop radiation shielding to protect crew as well as equipment—and most spacecraft launch from as near to the equator as possible, right in the Van Allen zone.
So, what’s our new protective barrier? The same probes that launched in 2012 to help us understand the Belts better in the first place detected this phenomenon, and in 2017, the probes gave us the first evidence of the radio-wave barrier emanating from Earth.

Why is this? Well, the very low frequency (VLF) waves are exactly right to cancel out and repel the radiative advances of the Van Allen Belts as a matter of total coincidence. In fact, NASA initially considered this a true coincidence, saying that a radio wave area happened to match exactly with the edge of the Van Allen Belts.

Isn’t it interesting that VLF blankets the Earth without interfering with literally any other radio signal, for example, or the many other kinds of waves that flow around us all the time, but makes it into space far enough to push away harmful radiation?
This means that, for example, space programs could develop VLF technology to punch holes for spacecraft to travel through. As always, truth is stranger than fiction.

Maybe we won't have to worry about the Van Allen belt combusting and cooking all life on Earth as was suggested in the movie "Voyage to the Bottom of the Sea"...phew!

Submission + - James Webb Space Telescope confirms 1st 'runaway' supermassive black hole (space.com) 1

schwit1 writes: Astronomers have made a truly mind-boggling discovery using the James Webb Space Telescope (JWST): a runaway black hole 10 million times larger than the sun, rocketing through space at a staggering 2.2 million miles per hour (1,000 kilometers per second).

That not only makes this the first confirmed runaway supermassive black hole, but this object is also one of the fastest-moving bodies ever detected, rocketing through its home, a pair of galaxies named the "Cosmic Owl," at 3,000 times the speed of sound at sea level here on Earth. If that isn't astounding enough, the black hole is pushing forward a literal galaxy-sized "bow-shock" of matter in front of it, while simultaneously dragging a 200,000 light-year-long tail behind it, within which gas is accumulating and triggering star formation.

Submission + - Company "Deep Fission" plans Underground SMRs (ieee.org)

jenningsthecat writes: IEEE Spectrum magazine reports that Deep Fission "hopes reactors in boreholes will be safer and cheaper":

By dropping a nuclear reactor 1.6 kilometers (1 mile) underground, Deep Fission aims to use the weight of a billion tons of rock and water as a natural containment system comparable to concrete domes and cooling towers. With the fission reaction occurring far below the surface, steam can safely circulate in a closed loop to generate power.

In October the startup announced that prospective customers had "signed non-binding letters of intent for 12.5 gigawatts of power involving data center developers, industrial parks, and other (mostly undisclosed) strategic partners, with initial sites under consideration in Kansas, Texas, and Utah". The article continues:

Deep Fission’s small modular reactor (SMR), called Gravity, is designed to stand 9 meters tall while remaining slim enough to fit inside a borehole roughly three-quarters of a meter wide. The company says its modular approach allows multiple 15-megawatt reactors to be clustered on a single site: A block of 10 would total 150 MW, and Deep Fission claims that larger groupings could scale to 1.5 GW.

"We are unique in that we’ve combined three existing mature technologies in a way that nobody had ever thought of before". The company claims that "using geological depth as containment could make nuclear energy cheaper, safer, and deployable in months at a fraction of a conventional plant’s footprint. Still, independent experts say the underground design introduces its own uncertainties, both regulatory and practical."

Shoutout to Hackaday.com for alerting me to this story.

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