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Submission + - Satya O'Nadella? Microsoft Defends its $47B Irish Pot of Gold and Low Tax Rates

theodp writes: The NY Times reports on a new required EU country-by-country compliance report released by Microsoft this week, which provided a rare look into how tech giants shift profits out of the countries where they have many employees and significant sales and into low-tax havens that help them cut their tax bills by billions of dollars. Like other big companies, Microsoft uses transactions between subsidiaries to shift profits around to reduce its tax bill. The report revealed a consistent pattern: high returns in low-tax jurisdictions and slim margins in higher-tax ones.

Among the sometimes absurd results, Microsoft said it had generated almost 40% of its pretax income in tax-friendly Ireland, where it employed about 3% of its global work force. In higher-tax Germany, the largest economy in Europe, Microsoft earned barely half of 1% of its global profits, it said. Excluding Ireland, the company said, it generated less than 2% of its worldwide pretax earnings in Europe. For its 2025 fiscal year, Microsoft reported profit margins of 24% in Ireland, where it paid taxes at a rate of just over 14%, and $47+ billion in pretax profit on revenues of $196 billion (the entire population of Ireland is about 7 million). Microsoft employs roughly 6,600 in Ireland. In Luxembourg, Microsoft claimed profit margins of 142% and a tax rate of just 3%. The company said it had $283 million in pretax income and only 34 employees in the tiny country. But in several of Microsoft’s biggest markets — where tax rates exceed 25% — it reported tiny profit margins. In Germany, France and Italy, the company claimed single-digit profit margins, sometimes barely 5%.

The report still gave only a partial picture, because it lumped in the U.S. with other countries. Microsoft said in a blog post accompanying the report that it followed all the laws in every jurisdiction where it operated, and that the reporting standards created some inconsistencies among countries. “Microsoft is committed to a tax structure that reflects where our people work, where we invest, and where functions, assets, and risks occur,” wrote Jeff Bullwinkel, Microsoft’s top lawyer in Europe. Bullwinkel said Microsoft’s capital expenditures in data centers, its corporate work forces and its work through local partners were also key investments in local economies. “Tax is one important measure of contribution, but it is not the only one,” he wrote. The IRS is challenging profit-shifting transactions used by Microsoft, and is seeking back taxes of nearly $29 billion. The company has said it disagrees with the IRS and said in a securities filing that it “will vigorously contest” the proposed tax bills.

Hey, say what you will about former Microsoft CEO Steve Ballmer, but at least he didn't try to blow smoke up the public's butt about why Ireland held such a special place in Microsoft's heart. "Corporate tax is part of the overall advantage of doing business in Ireland," Ballmer told journalists in 2005 while in Dublin on a tour of the company’s Irish operations. "It would be disingenuous to say otherwise."

Submission + - UK Gov disinfo unit spys on mass migration Critics

An anonymous reader writes: UK Gov't 'Disinfo' Unit Shifts From Lockdown Dissenters To Spying On Mass Migration Critics

“A shady government outfit in the UK that was previously tasked with identifying and monitoring COVID lockdown dissenters has been repurposed to spy on critics of mass migration and so called ‘asylum’ hotels, the Telegraph reports.”

Submission + - British Post Office scandal

An anonymous reader writes: British Post Office scandal

“Conceived in 1996 as one of the first private finance initiative (PFI) contracts, between the Post Office and the Benefits Agency on the one hand and computer company International Computers Limited (ICL) on the other, the Horizon IT system had an unpromising start. It had been set up to create a swipe card system for payment of pensions and benefits from Post Office branch counters.”

“When, in May 1999, the plug was finally pulled on what the Commons public accounts committee called 'one of the biggest IT failures in the public sector', taxpayers had lost around £700m. Something had to be salvaged, however. So, against the better judgement of its IT specialists, the Post Office decided to use the system to transform its paper-based branch accounting into an electronic system covering the full range of Post Office services.”

“The new Horizon project became the largest non-military IT contract in Europe.”

Submission + - AP CS Exam Participation Fell in 2026 as AP Statistics Continued to Grow

theodp writes: In a series of Twitter/X posts, the College Board provided a high-level look at this year's AP exam participation and test scores by the nation's high school students. Both AP CS courses saw declines this year in participation to below their 2023 levels, with the Java-based AP Computer Science A exam taken by ~81,500 students in 2026 (with a 66% pass rate) — down from a peak of 98,136 in 2024 — and the 'more approachable', language-agnostic AP Computer Science Principles exam taken by 163,000 students (with a 63% pass rate) — down from a peak of 175,261 in 2024. Meanwhile, the 2026 AP Statistics exam saw an increase in test takers to a record 281,000 students (with a 62% pass rate), up from 266,791 in 2025 and 242,929 in 2023.

One wonders if some of the AP CS participation decline may represent a reaction to AI-driven job displacement fears and visible tech-sector layoffs, factors which have been blamed for depressed college-level CS enrollment. The College Board is already reacting to how AI is changing the K-12 CS narrative, announcing an AI-focused AP CS Principles Course 'modernization' effort in June, just days after tech-backed nonprofit Code.org — a College Board-endorsed AP CSP curriculum provider that bills itself as "the leading provider of K-12 AI and CS education curriculum across the globe" — announced it was rebranding itself as CodeAI, a pivot hailed by The College Board. It's probably worth mentioning that AP exam participation can be lower than AP course enrollment, since students can and do opt out of testing (e.g., students unable to pay for exams or who don't want to pay for exams they think they will fail); The College Board does not publish data on AP course-to-exam gaps.

Interestingly, the College Board identified certain exam questions that AP CS A students struggled to use Java to answer, ironically some of which a non-CS student equipped with Excel could likely easily solve. One of the Free-Response Questions (FRQ) the College Board noted students wrestled with in particular was the following: "Given a username that may contain hyphens [...] return a version with each hyphen and the character immediately preceding it removed, so that 'Amy-Marie-Lin' becomes 'AmMariLin'." Students receiving AP CS A exam scores of 1, the College Board explained, were 'typically unable' to earn any points for their attempts to solve this problem with Java (sample FRQ solutions). Meanwhile, a student who skipped AP CS A could open Excel and use a simple formula — REGEXREPLACE(A1,".-","") — to solve the problem that vexed their Java coding peers after a year-long college level CS course. Perhaps this helps explain why the UK is moving back towards a model that promotes digital literacy for all students and away from the narrow 'rigorous' CS path that the tech giants convinced the UK to adopt more than a decade ago.

Submission + - Video Game History Foundation Says Piracy Remains the Only Preservation Method (techspot.com)

An anonymous reader writes: Video Game History Foundation founder Frank Cifaldi recently supported claims that piracy is the only effective way to preserve video games. The comments lay the blame squarely on game companies' refusal to keep legacy content available or allow archivists to build legal repositories. Sony's announcement that all PlayStation games will be digital-only from 2028 onward has sparked concern that titles will become harder to preserve and more easily vanish, since the company's servers will become the sole point of distribution. In an official statement, Cifaldi noted that the end of physical PlayStation games has surprisingly little impact on the Foundation's efforts because the majority of games from the last two decades are already digital-only.

According to the Foundation, most games nowadays are not released for consoles, let alone on physical discs. Furthermore, many discs for major titles require downloading updates before they are playable, although the DoesItPlay database reveals that, even today, most are playable offline out of the box. Cifaldi claimed that the true reason piracy remains the best option for preservation is that the Entertainment Software Association, which lobbies for game publishers, has closed off other routes. For example, in 2018, the Association opposed efforts to grant copyright exemptions for museums, libraries, and archives to retain copies of abandoned online games for research.

This is the same organization that recently helped defeat a proposed California bill to preserve premium-priced online-only games by falsely claiming that community servers are illegal. The Foundation accused the ESA of repeatedly blocking attempts by cultural heritage institutions to reform DRM legislation. Cifaldi also described the Library of Congress' outdated software preservation process, which currently only requires tiny snippets of source code. For example, Capcom once asked the Foundation to provide the LoC with "the first and last ten pages of code" for a Mega Man game. Unable to discern where digital records began and ended, the group simply chose random segments. Platform holders' habit of closing online storefronts and removing media from users' accounts is also unhelpful.

Submission + - Academic publisher Springer Nature to divest itself of Scientific American

An anonymous reader writes: The academic publisher Springer Nature has now announced it is selling off its two consumer magazines, Scientific American and the German Spektrum der Wissenschaft, stating that it wishes "to focus on its core global publishing activities across research, health and education."

I don't know about the German magazine, but I do know that Scientific American has become a junk and very woke publication in recent years, unreliable for good reporting as its editorial policy has been instead to push a variety of leftists tropes, from queer sex theories to Covid falsehoods. As the article at the link notes,

The low-lights from the magazine’s stack of articles include:

  • Scientific American colluding with other media to normalize “climate emergency” terminology, despite vast swaths of scientific evidence showing the Earth’s climate has continuously changed over 4 billion years.
  • The magazine pushing “birth parent” terminology, which is utter nonsense in the face of real biology.
  • The magazine offering a ridiculous take on football injuriestying them to racism.
  • Endorsing Kamala Harris for President.

Other examples of the magazine pushing junk science can be seen here and here.

The article above also notes the interesting timing of this announcement, just before the National Labor Relations Board (NLRB) was to approve the union its writer staff has recently overwhelming voted for. The unionization was supposedly about "compensation, workload, job security," but it also included the demand for "editorial independence", the typical code words used by the leftist journalists to demand the ability to write whatever they want, even if the magazine's owners protest.

Well, rather than protest, this magazine's owners decided to fire the magazine entirely.

Comment Re:We're onboard (Score 1) 92

Just curious since I don't have solar or battery but like the idea... Did you greatly oversize your system? Is your worst case usage significantly higher than your typical usage?

We put 22 panels on our roof, which was probably a few more than we "needed", strictly speaking. We probably would have been fine with 18 or 19 but installation costs are significant and we didn't want to do it piecemeal. Better to do it all at once and be done with it.

As for oversizing, I don't think greatly oversizing your setup makes a lot of sense since most utilities are no longer paying out for over-production, just capping you at the limit of your consumption.

With that said, it never hurts to have some reserve capacity in case you want to add a battery to the system. Or if you buy a kiln.

Comment Spot on... (Score 4, Interesting) 64

reject any AI-generated text in human-to-human communications, saying it's "a basic principle of respect"

I cannot agree more with this sentiment. It feels outright insulting to asked to read LLM output in a context where it is *supposed* to be human feedback. Tell me what you would have told the LLM to say, I can take it from there. I don't need you to LLM it up, because it will bury your point in a bunch of crap.

Could it provide useful info? Maybe, but I can do that myself if so. I want *your* thought on something, however incomplete it might be.

Submission + - AI Agent Executes 'First' End-To-End Ransomware Attack (theregister.com)

An anonymous reader writes: They're not bad; they're just prompted that way. Sysdig threat hunters documented what they say is the first-ever documented agentic ransomware infection with an LLM — not a human — driving the entire extortion operation, from gaining initial access to compromising a production database server and destroying data. The security shop’s research team named the agentic intruder JadePuffer and said it gained initial access to an internet-facing Langflow instance by exploiting CVE-2025-3248, and then ran a fully automated attack. “The most striking characteristic, however, was the LLM's behavior,” Sysdig director of threat research Michael Clark said in a blog about the agentic ransomware and extortion operation.

JadePuffer’s “self-narrating” payloads “contained natural language reasoning, target prioritization, and the kind of detailed annotations that human operators don’t often write but LLM-generated code produces reflexively,” Clark added. “The operation also adapted in real time, retrying failed steps within refined parameters. In one sequence, it went from a failed login to a working fix in 31 seconds.” After exploiting CVE-2025-3248, a missing authentication vulnerability in Langflow that allows remote, unauthenticated attackers to execute arbitrary Python on the host, the AI agent began scanning for and collecting secrets, including LLM provider API keys, cloud credentials “with explicit coverage of Chinese providers” including Alibaba, Aliyun, Tencent, and Huawei, while also scanning for AWS, Azure and Google Cloud Platform, cryptocurrency wallets, and database credentials.

The AI also installed a crontab entry on the Langflow server to maintain persistence and call back to the attacker’s infrastructure every 30 minutes. JadePuffer’s intended target was a separate internet-exposed production server running a MySQL database and an Alibaba Nacos configuration service, we’re told. Nacos is an open-source service-discovery and dynamic configuration platform developed by Alibaba and used in the cloud provider’s microservices applications. The agent connected to the server's exposed MySQL port using root credentials, although Sysdig doesn’t know how the attacker obtained them. These credentials weren’t stolen from the victim’s environment.

JadePuffer then attacked Nacos via multiple vectors including an authorization bypass flaw (CVE-2021-29441) and forging a valid JSON web token (JWT) using Nacos's default signing key. Additionally, using its root database access, the LLM injected a backdoor administrator into the Nacos backing database. It ultimately encrypted all 1,342 Nacos service configuration items using MySQL's built-in AES encryption function, and created an extortion demand, ransom note, Bitcoin payment address, and a Proton Mail contact [...]. However, according to the threat hunters, the victim can’t recover the encrypted data, even if they paid the ransom demand, because the agent escalated “from row-level deletion to dropping entire database schemas, narrating its own targeting rationale,” without backing up any of the encrypted data.

Comment Re:The reason I got it (Score 2) 92

We did more or less the same calculations and decided to install ~10KW of solar panels on our place, grid-tied, no battery yet.

We're producing way more than we're using which should knock our power bill down nearly to zero if not zero.

Power isn't going to get any cheaper and even at the current pricing we're figuring roughly a 10-year payoff.

We'll probably be getting battery rack in the next year so, but we'll see how it goes.

Comment Re:The reason I got it (Score 1) 92

Here in WA state the power companies have to buy excess power exported to the grid at a 1:1 cost.

In other words, if they charge us 20 cents per KWh, they have to pay us (actually credit us) with 20 cents per KWh for every KWh we send them. Credits roll over month-to-month all year long until March when they reset the credits back to zero.

They won't send us a check but our power bill should be at or near zero going forward.

Comment We're onboard (Score 2) 92

We just got done installing almost 10KW worth of solar on our roof and even on cloudy days it produces more than we use- typically way more than what we consume. We've been exporting 25KWh or more every day, even on cloudy days.

The 2nd day it was installed was a nice sunny day and we generated 52KWh while only using about 5 or 6KWh total, so we're expecting our bills will be near or at zero, plus we'll have credits from the exported power to cover the times when we're not producing more than we use.

Submission + - Before Buying Bitcoin Many People Now Ask AI Instead of Google (nerds.xyz)

BrianFagioli writes: A new study from 5W Public Relations suggests AI may be replacing Google as the first stop for many new cryptocurrency investors. Researchers tested ChatGPT, Claude, Gemini, Perplexity, and Google AI Overviews with dozens of prompts about crypto exchanges and found the AI systems frequently made recommendations or issued warnings rather than remaining neutral. Coinbase and Kraken ranked highly while failed companies such as FTX and Celsius continued to be mentioned as cautionary examples years after their collapse. The findings raise a bigger question for the technology industry: are businesses now competing not just for Google rankings, but for AI approval?

Submission + - Scientists create artificial cell (nytimes.com)

kemosabi writes: The NYTimes reports that scientists at the University of Minnesota have created an artificial cell that grows, feeds, and reproduces. It is apparently made from the ground up without incorporating "pre-fab" cellular structures or organelles from existing biological life. It is called "spud cell". It's a pretty stripped-down version of a cell, has minimal cellular functions isn't self-sufficient.

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