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jeudi 15 octobre 2026

Researchers use AI to design proteins that cut up other proteins

Researchers use AI to design proteins that cut up other proteins

A protein is a chain of amino acids held together by what are called peptide bonds. On their own, those bonds are extremely stable; they're estimated to have a half-life of several hundred years. But in Earth's environment, most proteins don't last nearly that long. That's because organisms have evolved a handful of ways to catalyze the break-up of peptide bonds, which have diversified into countless specialized protein-digesting enzymes. Proteases are everywhere and generally make short work of any proteins that find their way into the environment.

Now, researchers have basically short-circuited the diversification process, using AI-based protein design tools to take the catalytic core of two types of protease and replace the entire rest of the protein. The resulting enzymes could be tuned to cut specific proteins in half, and the researchers demonstrated their effectiveness by using them to cut proteins associated with neurological diseases.

Cutting proteins

The basic peptide bond isn't especially interesting-looking—it's what you get when you link an amino group to an acid, releasing a water molecule in the process. As their name implies, amino acids have both an amino and an acid group, allowing them to form peptide bonds on two sides of the amino acid. This is critical for building up the long chains found in proteins. (The amino acids also have side chains with distinctive chemistry, which gives a backbone specific properties.)

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The Internet’s undersea backbone is slipping into the danger zone

The Internet’s undersea backbone is slipping into the danger zone

Despite the expansion of Starlink and other communications satellite services, most of the world’s Internet traffic still travels through subsea cables crisscrossing the ocean floors. Those fiber-optic cables coexist with a network of oil and gas pipelines and submarine power cables—and all these crucial links connecting countries and continents now face growing sabotage risks as gray-zone warfare and open conflicts have become widespread.

The rising risks to the world’s invisible infrastructure beneath the waves are the main subject of a new book by Elisabeth Braw, a senior fellow at the Atlantic Council who leads the Threats to the Global Maritime Order Initiative. Her book, titled Undersea War, explores the modern rise in suspicious incidents in which ships dragging their anchors for unusually long periods have cut or damaged undersea cables and pipelines, from the Baltic Sea to the Pacific Ocean.

Braw acknowledges that about 60 percent of undersea cable damage is primarily due to human error during fishing and shipping activities, when weighted nets or anchors drag across the seabed. Natural hazards like storms and undersea landslides also account for a smaller proportion of such incidents. In total, between 150 and 200 cables are damaged each year and usually repaired quickly.

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OpenAI, Google pushing new AI models easily tricked into making nudes, researchers say

OpenAI, Google pushing new AI models easily tricked into making nudes, researchers say

Safety researchers continue to warn that a large volume of AI-generated explicit content is spreading unchecked, while regulators do little to meaningfully stop it.

This non-consensual content is commonly shared in text and direct messages or stored in private clouds where it’s less likely to be detected or reported, a Google co-authored study of Internet users across the United States, Australia, and the United Kingdom found this July. That’s why the “most critical intervention point” remains at the source: the harmful AI tools used to make the fake sexual images, Google researchers concluded.

Yet red-teaming in recent months suggests that as some of the leading AI image generators from Google and OpenAI become more capable, they may be getting worse at blocking explicit outputs.

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Martin Shkreli livestreamed himself violating lifetime pharma ban, FTC says

Martin Shkreli livestreamed himself violating lifetime pharma ban, FTC says

Martin Shkreli—the ex-pharmaceutical executive infamous for illegally hiking the price of a lifesaving anti-parasitic drug by more than 4,000 percent and getting a seven-year prison sentence for the fraudulent scheme he used to do it—has been under a lifetime ban from the pharmaceutical industry since 2022.

However, according to the Federal Trade Commission and the attorneys general of seven states, Shkreli has "flagrantly and repeatedly" violated that ban nearly the entire time—allegedly by trading stock in dozens of drug companies and discussing the industry during livestreams on social media.

On Tuesday, the FTC and the seven states asked a federal judge to hold Shkreli in contempt for the alleged violations. The states include New York, California, Illinois, North Carolina, Ohio, Pennsylvania, and Virginia—the same states that joined the FTC in suing Shkreli in 2020 over the "elaborate anticompetitive scheme" involving the anti-parasitic drug, Daraprim. The scheme raised the price from $17.50 per pill to $750 per pill virtually overnight, while blocking generic competitors from entering the market.

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ESA targets Anbernic emulation handhelds as "superfake" piracy enablers

ESA targets Anbernic emulation handhelds as "superfake" piracy enablers

For years, Chinese hardware manufacturers have carved out a market niche with an array of handheld Android gaming devices focused on retro emulation and/or more modern game-streaming capabilities. Now, though, a major game industry trade group is targeting one of those manufacturers, Anbernic, asking the US Trade Representative (USTR) to add the company to its list of "Notorious Markets" that "engage in or facilitate substantial copyright piracy or trademark counterfeiting."

TorrentFreak was among the first to notice the request from the Entertainment Software Association (ESA), which was submitted to the USTR last week. In it, the US trade group—which represents major publishers including Nintendo, Microsoft, PlayStation, Amazon, Epic, EA, Ubisoft, and more—notes that Anbernic devices "are routinely offered or shipped with removable memory cards preloaded with hundreds or thousands of unauthorized copies of copyright-protected video games published by ESA members."

While many online sellers do include an SD card full of ROMs alongside emulation hardware of all types, Anbernic itself does not appear to do the same when selling directly from its website. Regardless, the ESA argues that these ROM-laden Anbernic devices selling through "normal retail channels" help to "normalize hardware-based piracy by delivering illicit catalogues through a polished consumer product." This, the ESA says, meets the threshold for a "superfake," an ill-defined designation that applies to "high-quality counterfeit trademark goods ... on a commercial scale."

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mercredi 14 octobre 2026

Topgolf saved over $11.3 million after leaving VMware

Topgolf saved over $11.3 million after leaving VMware

Topgolf’s VMware costs were going to increase by 400 percent under Broadcom. To avoid that cost, the sports entertainment company moved 12,000 virtual machines (VMs) to VergeIO’s VergeOS and has saved over $11 million so far.

Before migrating, Topgolf’s VMware connection “ran very deep,” Scott Forehand, Topgolf’s global infrastructure manager, told Ars Technica.

Topgolf has over 100 locations worldwide featuring interactive golf games with real-time shot tracking and digital analytics. The company used vSphere and ESXi for decades and started using VxRail, the hyperconverged infrastructure (HCI) platform that VMware co-engineered with Dell, in 2017. Topgolf employees previously participated in numerous VMware customer councils and have been interviewed for books on how Topgolf used vSphere and Horizon (now Omnissa Horizon), per Forehand, who is a leader of the Dallas/Ft. Worth VMware User Group.

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Trump commercial railing against his enemies kept airing after court blocked it

Trump commercial railing against his enemies kept airing after court blocked it

Trump commercials paid for by the US government continued airing on TV the day after a judge blocked the ads because they likely violate a US law against government-funded publicity or propaganda.

In the most widely aired commercial, Trump railed against his perceived enemies and said he would "liberate America from these villains once and for all.” The campaign also included a commercial praising Trump's record as president, another in which Trump calls the US the "most exceptional nation ever to exist in human history," and commercials related to the Iran war and the capture of Venezuelan President Nicolás Maduro.

US District Judge Jennifer Rochon issued a temporary restraining order (TRO) blocking the ads on Sunday, October 11, which took effect at 6:45 pm that night. The order said the government must cancel the ads, "including those placements for the evening of October 11, 2026."

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