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Amazon Deploys Its One Millionth Robot, Releases Generative AI Model (techcrunch.com) 1

An anonymous reader quotes a report from TechCrunch: After 13 years of deploying robots into its warehouses, Amazon reached a new milestone. The tech behemoth now has 1 million robots in its warehouses, the company announced Monday. This one millionth robot was recently delivered to an Amazon fulfillment facility in Japan. That figure puts Amazon on track to reach another landmark: Its vast network of warehouses may soon have the same number of robots working as people, according to reporting from The Wall Street Journal. The WSJ also reported that 75% of Amazon's global deliveries are now assisted in some way by a robot. Amazon also unveiled a new generative AI model called DeepFleet, built using SageMaker and trained on its own warehouse data, which improves robotic fleet speed by 10% through more efficient route coordination.

Submission + - Google's Data Center Energy Use Doubled In 4 Years (techcrunch.com)

An anonymous reader writes: No wonder Google is desperate for more power: The company’s data centers more than doubled their electricity use in just four years. The eye-popping stat comes from Google’s most recent sustainability report, which it released late last week. In 2024, Google data centers used 30.8 million megawatt-hours of electricity. That’s up from 14.4 million megawatt-hours in 2020, the earliest year Google broke out data center consumption. Google has pledged to use only carbon-free sources of electricity to power its operations, a task made more challenging by its breakneck pace of data center growth. And the company’s electricity woes are almost entirely a data center problem. In 2024, data centers accounted for 95.8% of the entire company’s electron budget.

The company’s ratio of data-center-to-everything-else has been remarkably consistent over the last four years. Though 2020 is the earliest year Google has made data center electricity consumption figures available, it’s possible to use that ratio to extrapolate back in time. Some quick math reveals that Google’s data centers likely used just over 4 million megawatt-hours of electricity in 2014. That’s sevenfold growth in just a decade. The tech company has already picked most of the low-hanging fruit by improving the efficiency of its data centers. Those efforts have paid off, and the company is frequently lauded for being at the leading edge. But as the company’s power usage effectiveness (PUE) has approached the theoretical ideal of 1.0, progress has slowed. Last year, Google’s company-wide PUE dropped to 1.09, a 0.01 improvement over 2023 but only 0.02 better than a decade ago.

Submission + - Tinder To Require Facial Recognition Check For New Users In California (axios.com)

An anonymous reader writes: Tinder is mandating new users in California verify their profiles using facial recognition technology starting Monday, executives exclusively tell Axios. The move aims to reduce impersonation and is part of Tinder parent Match Group's broader effort to improve trust and safety amid ongoing user frustration. The Face Check feature prompts users to take a short video selfie during onboarding. The biometric face scan, powered by FaceTec, then confirms the person is real and present and whether their face matches their profile photos. It also checks if the face is used across multiple accounts. If the criteria are met, the user receives a photo verified badge on their profile. The selfie video is then deleted. Tinder stores a non-reversible, encrypted face map to detect duplicate profiles in the future.

Face Check is separate from Tinder's ID Check, which uses a government-issued ID to verify age and identity. "We see this as one part of a set of identity assurance options that are available to users," Match Group's head of trust and safety Yoel Roth says. "Face Check ... is really meant to be about confirming that this person is a real, live person and not a bot or a spoofed account." "Even if in the short term, it has the effect of potentially reducing some top-line user metrics, we think it's the right thing to do for the business," Rascoff said.

Submission + - Linus Torvalds Hints Bcachefs May Get Dropped From the Linux Kernel (theregister.com)

An anonymous reader writes: The geek titans are clashing once again, and Linux supremo Linus Torvalds has warned: "I think we'll be parting ways" as of kernel 6.17. The latest installment in the continuing drama over the next-gen bcachefs filesystem is that Torvalds accepted the code, for now, but added a sobering warning: "I have pulled this, but also as per that discussion, I think we'll be parting ways in the 6.17 merge window. You made it very clear that I can't even question any bug-fixes and I should just pull anything and everything. Honestly, at that point, I don't really feel comfortable being involved at all, and the only thing we both seemed to really fundamentally agree on in that discussion was 'we're done.'"

Submission + - Amazon Deploys Its One Millionth Robot, Releases Generative AI Model (techcrunch.com)

An anonymous reader writes: After 13 years of deploying robots into its warehouses, Amazon reached a new milestone. The tech behemoth now has 1 million robots in its warehouses, the company announced Monday. This one millionth robot was recently delivered to an Amazon fulfillment facility in Japan. That figure puts Amazon on track to reach another landmark: Its vast network of warehouses may soon have the same number of robots working as people, according to reporting from The Wall Street Journal. The WSJ also reported that 75% of Amazon’s global deliveries are now assisted in some way by a robot.
Security

US Government Takes Down Major North Korean 'Remote IT Workers' Operation (techcrunch.com) 47

An anonymous reader quotes a report from TechCrunch: The U.S. Department of Justice announced on Monday that it had taken several enforcement actions against North Korea's money-making operations, which rely on undercover remote IT workers inside American tech companies to raise funds for the regime's nuclear weapons program, as well as to steal data and cryptocurrency. As part of the DOJ's multi-state effort, the government announced the arrest and indictment of U.S. national Zhenxing "Danny" Wang, who allegedly ran a years-long fraud scheme from New Jersey to sneak remote North Korean IT workers inside U.S. tech companies. According to the indictment, the scheme generated more than $5 million in revenue for the North Korean regime. [...]

From 2021 until 2024, the co-conspirators allegedly impersonated more than 80 U.S. individuals to get remote jobs at more than 100 American companies, causing $3 million in damages due to legal fees, data breach remediation efforts, and more. The group is said to have run laptop farms inside the United States, which the North Korean IT workers could essentially use as proxies to hide their provenance, according to the DOJ. At times, they used hardware devices known as keyboard-video-mouse (KVM) switches, which allow one person to control multiple computers from a single keyboard and mouse. The group allegedly also ran shell companies inside the U.S. to make it seem like the North Korean IT workers were affiliated with legitimate local companies, and to receive money that would then be transferred abroad, the DOJ said.

The fraudulent scheme allegedly also involved the North Korean workers stealing sensitive data, such as source code, from the companies they were working for, such as from an unnamed California-based defense contractor "that develops artificial intelligence-powered equipment and technologies."

Comment Re:He may be missing the quiet part... (Score 2) 137

I don't know, I just asked Perplexity AI to design me a solution for a trip to Mars. It took a few back and forths, but eventually it came up with a solid solution. So I'll be sending you messages from Mars this time in 16 months. Last month I built a perpetual motion machine no cap.

This isn't hard, I don't know what everyone else's problem is. Maybe it's because they are using ChatGPT, the inferior AI. Jump into Perplexity, it will solve all your problems. I'm tired now but tomorrow I'm going to build a fusion reactor from pine needles. It's all about making the right prompt.

Comment Re:Erm... (Score 2) 137

I can't figure out what the author wants at all. I am stupider for having read his article. His article looks like a polemic you would see in a college newspaper. For example:

The dream of a sustainable, entrepreneurial space ecosystem is still alive. But it won’t happen unless we stop celebrating hype and start demanding results

ok, less hype, more results. I'm ok with that, let's set some concrete goals. What goals/results does he want? Maybe it will be an improvement over the status quo. What brilliant plan does the author have, or even mediocre idea? Nothing.

He doesn't say.

Comment Re:Solution looking for the wrong problem (Score 2) 19

ED: Looks like it's 24(!) hives per beehome, and they charge $2k delivery ($83/hive) plus $400/mo ($400/hive/yr) for maintenance.

Clearly not something of use to amateurs, and I'm not sure whether you can make that economics work out for professionals, either. I guess it depends on how truly independent it is, vs. your local labour costs.

Comment Re:Solution looking for the wrong problem (Score 3, Interesting) 19

There is little correlation between "presence or absence of pollution" (what a general term to begin with...) and CCD. There is a strong correlation with the presence / absence of varroa. And this system treats varroa.

I've been thinking about getting into beekeeping (I first need to increase the accessibility of my ravine where they'd be), and had been thinking about a sort of high tech solution, with electric blankets, heat-exchanging baffles, a flow hive, and maybe some mass and/or noise sensors for monitoring colony health. But this is WAY more high-tech than I envisioned, and honestly I'm scared to even look up the price ;)

AI

How Robotic Hives and AI Are Lowering the Risk of Bee Colony Collapse (phys.org) 19

alternative_right shares a report from Phys.Org: The unit -- dubbed a BeeHome -- is an industrial upgrade from the standard wooden beehives, all clad in white metal and solar panels. Inside sits a high-tech scanner and robotic arm powered by artificial intelligence. Roughly 300,000 of these units are in use across the U.S., scattered across fields of almond, canola, pistachios and other crops that require pollination to grow. [...] AI and robotics are able to replace "90% of what a beekeeper would do in the field," said Beewise Chief Executive Officer and co-founder Saar Safra. The question is whether beekeepers are willing to switch out what's been tried and true equipment. [...]

While a new hive design alone isn't enough to save bees, Beewise's robotic hives help cut down on losses by providing a near-constant stream of information on colony health in real time -- and give beekeepers the ability to respond to issues. Equipped with a camera and a robotic arm, they're able to regularly snap images of the frames inside the BeeHome, which Safra likened to an MRI. The amount of data they capture is staggering. Each frame contains up to 6,000 cells where bees can, among other things, gestate larvae or store honey and pollen. A hive contains up to 15 frames and a BeeHome can hold up to 10 hives, providing thousands of data points for Beewise's AI to analyze.

While a trained beekeeper can quickly look at a frame and assess its health, AI can do it even faster, as well as take in information on individual bees in the photos. Should AI spot a warning sign, such as a dearth of new larvae or the presence of mites, beekeepers will get an update on an app that a colony requires attention. The company's technology earned it a BloombergNEF Pioneers award earlier this year. "There's other technologies that we've tried that can give us some of those metrics as well, but it's really a look in the rearview mirror," [said Zac Ellis, the senior director of agronomy at OFI, a global food and ingredient seller]. "What really attracted us to Beewise is their ability to not only understand what's happening in that hive, but to actually act on those different metrics."

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