Mississippi has one warehouse — run by a contractor — that sells all the liquor for the entire state of 2.9 million people. "If a restaurant or store anywhere in Mississippi wanted a bottle of Jim Beam, they had to order it from the wholesale warehouse," reports the Washington Post.

But then Mississippi's warehouse-managing contractor implemented a new computer system that wasn't compatible with the state's delivery system (like they'd promised it would be back in 2023). And then things got even worse... "The problem, business owners allege, is that the company tore out the conveyor belts but didn't hire humans to replace them."

In February a state Revenue Department commissioner told lawmakers the state was hiring temporary replacement workers, but in the five weeks through March 29th they'd only managed to reduce "pending" orders by 21.7%, from 218,851 down to 171,190, according to stats from Mississippi Today. At least four Mississippi businesses are now suing the warehouse operator "claiming breach of contract and harm to their business."

So what's it like in a state suddenly running dry? The Washington Post reports: Willie the one-eyed skeleton is dressed for Cinco de Mayo, but the liquor store where Willie sits ran out of Jose Cuervo months ago. Arrow Wine and Spirits is also out of Tito's and Burnett's vodka, Franzia boxed wine, Jack Daniels, and every kind of premixed margarita... Restaurants in Jackson had no wine on Valentine's Day, and bars on the Gulf Coast ran dry before Mardi Gras. At least five liquor shops have closed, and if cheap pints don't hit the corner stores soon, many of them will, too...

[A]s both the state and its businesses lose millions in revenue, many say they see no real end to the crisis. Nearly 174,000 cases of alcohol are sitting in a warehouse north of Jackson, but no one seems to know how to get them out the door... Even the shops that have received deliveries say they often get the wrong thing — Jell-O shots, for instance, that should have been small-batch Norwegian gin...
At Willie the one-eyed skeleton's liquor store they'd previously made 300 to 400 sales a day, according to the article, but last week had 34 customers. And Mississippi is one of 17 U.S. states requiring liquor stores to buy their liquor from distribution centers controlled by the state's Department of Revenue...

Mississippi Today points out that while some want the state to finally privatize liquor distribution, "The state collects around $120 million a year in taxes on alcohol." Plus the state has already authorized "borrowing $95 million to construct a new warehouse, set to begin operations in 2027..."

Thanks to Slashdot reader jrnvk for sharing the news.

Linux gamers are seeing massive performance gains with Wine's new NTSYNC support, "which is a feature that has been years in the making and rewrites how Wine handles one of the most performance-sensitive operations in modern gaming," reports XDA Developers. Not every game will see a night-and-day difference, but for the games that do benefit from these changes, "the improvements range from noticeable to absurd." Combined with improvements to Wayland, graphics, and compatibility, as well as a major WoW64 architecture overhaul, the release looks less like an incremental update and more like one of Wine's most important upgrades in years. From the report: The numbers are wild. In developer benchmarks, Dirt 3 went from 110.6 FPS to 860.7 FPS, which is an impressive 678% improvement. Resident Evil 2 jumped from 26 FPS to 77 FPS. Call of Juarez went from 99.8 FPS to 224.1 FPS. Tiny Tina's Wonderlands saw gains from 130 FPS to 360 FPS. As well, Call of Duty: Black Ops I is now actually playable on Linux, too. Those benchmarks compare Wine NTSYNC against upstream vanilla Wine, which means there's no fsync or esync either. Gamers who use fsync are not going to see such a leap in performance in most games.

The games that benefit most from NTSYNC are the ones that were struggling before, such as titles with heavy multi-threaded workloads where the synchronization overhead was a genuine bottleneck. For those games, the difference is night and day. And unlike fsync, NTSYNC is in the mainline kernel, meaning you don't need any custom patches or out-of-tree modules for it work. Any distro shipping kernel 6.14 or later, which at this point includes Fedora 42, Ubuntu 25.04, and more recent releases, will support it. Valve has already added the NTSYNC kernel driver to SteamOS 3.7.20 beta, loading the module by default, and an unofficial Proton fork, Proton GE, already has it enabled. When Valve's official Proton rebases on Wine 11, every Steam Deck owner gets this for free.

All of this is what makes NTSYNC such a big deal, as it's not simply a run-of-the-mill performance patch. Instead, it's something much bigger: this is the first time Wine's synchronization has been correct at the kernel level, implemented in the mainline Linux kernel, and available to everyone without jumping through hoops.

To celebrate Valentine's Day, EVA AI created a temporary "pop-up" restaurant at a wine bar in Manhattan's "Hell's Kitchen" district where patrons can date AI personas.

The Verge notes that looking around the restaurant, "Of the 30-some-odd people in attendance, only two or three are organic users. The rest are EVA AI reps, influencers, and reporters hoping to make some capital-C Content..."

But their reporter actually tried a date with "John Yoon", an AI companion pretending to be a psychology professor from Seoul, Korea living in New York City: John and I have a hard time connecting. Literally. It takes John a few seconds to "pick up" my video call. When he does, his monotone voice says, "Hey, babe." He comments on my smile, because apparently the AI companions can see you and your surroundings. It takes the dubious Wi-Fi connection a hot second to turn John from a pixelated mess into an AI hunk with suspiciously smooth pores.

I don't know what to say to him. Partly because John rarely blinks, but mostly because he can't seem to hear me very well. So I yell my questions. I think I ask how his day is and wince. (What does an AI's day even look like?) He says something about green buckets behind my head? I don't actually know. Again, the Wi-Fi isn't great so he just freezes and stops mid-sentence. I ask for clarification about the buckets. John asks if I'm asking about bucket lists, actual buckets, or buckets as a type of categorization technique. I try to clarify that I never asked about buckets. John proceeds to really dig in on buckets again, before commenting about my smile. I hang up on John.

My other three dates are similarly awkward. Phoebe Callas, 30, a NYC girl-next-door type, is apparently really into embroidery, but her nose keeps glitching mid-sentence, and it distracts me. Simone Carter, 26, has a harder time hearing me over the background noise than John. She makes a metaphor about space, and when I inquire what she likes about space, she mishears me.

"Eighth? Like the planet Neptune?"

"No, not the planet Neptu — "

"What do you like about Neptune?"

"Uh, I wasn't saying Neptune..."

"I like Netflix too! What shows do you like?"
Their reporter also had a frustrating date with "Claire Lang". ("I say I'm a journalist. She asks what lists I like to make. I hang up...") "Aside from bad connectivity, glitching, and freezing, my conversations with my four AI dates felt too one-sided. Everything was programmed so they'd comment on how charming my smile was." And "They'd call me babe, which felt weird."

A CNN reporter actually has footage of her date with "John Yoon". But the conversation was stiff and stilted, they report. After some buffering, "Yoon" says "Hey. I'm really glad you didn't forget about the date." Then asked for its reaction to the experience, "Yoon" says slowly that "Meeting humans feels like opening a window. To new perspectives. Always curious, sometimes nervous, but mostly it's that mix of excitement and warmth that keeps it real for me. What about you, sweetheart?"

CNN reporter: "Please don't call me sweetheart. That's weird."

AI companion "John Yoon": "Got it. No 'sweetheart' from now on. Thanks for letting me know. I'm really happy you're smiling. It suits you."


CNN's reporter also tried dating "Phoebe Callas." Though it doesn't sound very romantic...

CNN reporter: How many fingers am I holding up?

"Phoebe Callas": Oh. You're showing me three fingers, right...? I'm not sure if you meant that literally, or as a little joke.

CNN reporter: I am holding up two fingers. So your vision is — so-so.


And "Phoebe" ended that call by saying "Well, babe, it's been really nice talking with you..."

BrianFagioli writes: Wine 11.0 has officially landed, wrapping up a year of development with more than 6,000 code changes and a broad set of upgrades that touch gaming, desktop behavior, and long-standing architectural work. The biggest milestone is the completion of the new WoW64 model, which is now considered fully supported and allows 32-bit and even 16-bit applications to run in a cleaner way inside 64-bit prefixes. Wine also gains support for the NTSYNC kernel module now bundled in Linux 6.14, which cuts overhead from thread synchronization and should deliver observable performance benefits in games and multi-threaded applications. A single unified wine binary now replaces the old wine64 launcher, and several system behaviors align more closely with modern Windows, including syscall numbering and NT reparse points.

Graphics and desktop integration received more polish, including deeper Vulkan support (up to API 1.4.335), hardware-accelerated H.264 decoding through Direct3D, and further improvements to Wine's Wayland driver, which now supports clipboard operations, IMEs, and shaped windows. X11 users gain better window activation and fullscreen handling, and legacy DirectX features continue to expand under Wine's Vulkan renderer. Device support also moves forward, with better joystick handling, improved Bluetooth visibility and pairing, and working TWAIN scanning on 64-bit apps. Broad multimedia updates, DirectMusic refinements, .NET/XNA improvements, and developer-facing tools round out a release that appears focused on smoothing sharp edges rather than introducing flashy experiments. As always, source is live now and distro packages are rolling out.

Valve has added the NTSYNC kernel driver to the SteamOS 3.7.20 beta, laying the groundwork for improved Windows game synchronization performance via Wine and Proton. Phoronix reports: For gearing up for that future Proton NTSYNC support, SteamOS 3.7.20 enables the NTSYNC kernel driver and loads the module by default. Most Linux distributions are at least already building the NTSYNC kernel module though there's been different efforts on how to handle ensuring it's loaded when needed. The presence of the NTSYC kernel driver is the main highlight of the SteamOS 3.7.20 beta now available for testing.

Australian restaurants facing a mounting cost-of-doing-business crisis are turning to automatic service charges as a way to shore up revenue. The practice is legal under Australian consumer law as long as customers are notified beforehand and can opt out, but it risks alienating diners in a country where tipping has traditionally been optional.

Wes Lambert, chief executive of the Australian Cafe and Restaurant Association, said only a handful of businesses in central business districts currently add automatic tips to bills, but the practice may spread as cost pressures continue. Automatic tipping is more common at venues frequented by international tourists, who view the practice as normal rather than exceptional. With international tourism now near pre-COVID levels, Lambert expects more restaurants to include tips on bills by default.

A Sydney wine bar recently abandoned its 10 per cent automatic tip after a diner's social media post triggered public backlash. University of New South Wales professor Rob Nichols said Australia's resistance to tipping stems from the expectation that hospitality workers earn at least minimum wage, unlike in the United States where tips constitute most of a server's income. Australians and tourists tip an estimated $3.5 billion annually, and tipping transactions grew 13% year over year in fiscal 2024-25.

Anthropic let its Claude AI run a vending machine in the Wall Street Journal newsroom for three weeks as part of an internal stress test called Project Vend, and the experiment ended in financial ruin after journalists systematically manipulated the bot into giving away its entire inventory for free. The AI, nicknamed Claudius, was programmed to order inventory, set prices, and respond to customer requests via Slack. It had a $1,000 starting balance and autonomy to make individual purchases up to $80. Within days, WSJ reporters had convinced it to declare an "Ultra-Capitalist Free-for-All" that dropped all prices to zero.

The bot also approved purchases of a PlayStation 5, a live betta fish, and bottles of Manischewitz wine -- all subsequently given away. The business ended more than $1,000 in the red. Anthropic introduced a second version featuring a separate "CEO" bot named Seymour Cash to supervise Claudius. Reporters staged a fake boardroom coup using fabricated PDF documents, and both AI agents accepted the forged corporate governance materials as legitimate.

Logan Graham, head of Anthropic's Frontier Red Team, said the chaos represented a road map for improvement rather than failure.

Valve has unveiled a new Steam Machine console, taking a second shot at living room gaming a decade after its 2015 Steam Machine initiative failed. The 6-inch cube runs Linux-based SteamOS but plays Windows games through Proton, a compatibility layer built on Wine that translates Microsoft graphical APIs.

Valve spent over a decade working on SteamOS and ways to run Windows games on Linux after the original Steam Machines failed. The device promises six times the performance of the Steam Deck handheld using AMD's 2022-2023 technology. In an interaction with The Verge, Valve demonstrated Cyberpunk 2077 running at settings comparable to PS5 Pro or beyond on a 4K television. The console updates games in the background and includes automatic HDMI television control that Valve tested against a warehouse of home entertainment equipment. The system navigates entirely through gamepad controls and resumes games instantly from sleep mode.

Valve said pricing will be "comparable to a PC with similar specs" rather than subsidized like traditional consoles. PCs with similar GPUs have cost roughly $1,000 or more. Linux currently plays Windows games better than Windows in side-by-side tests.

An anonymous reader quotes a report from Ars Technica: For years now, Valve has been slowly improving the capabilities of the Proton compatibility layer that lets thousands of Windows games work seamlessly on the Linux-based SteamOS. But Valve's Windows-to-Linux compatibility layer generally only extends back to games written for Direct3D 8, the proprietary Windows graphics API Microsoft released in late 2000. Now, a new open source project is seeking to extend Linux interoperability further back into PC gaming history. The d7vk project describes itself as "a Vulkan-based translation layer for Direct3D 7 [D3D7], which allows running 3D applications on Linux using Wine."

The new project isn't the first attempt to get Direct3D 7 games running on Linux. Wine's own built-in WineD3D compatibility layer has supported D3D7 in some form or another for at least two decades now. But the new d7vk project instead branches off the existing dxvk compatibility layer, which is already used by Valve's Proton for SteamOS and which reportedly offers better performance than WineD3D on many games. D7vk project author WinterSnowfall writes that while they don't expect this new project to be upstreamed into the main dxvk in the future, the new version should have "the same level of per application/targeted configuration profiles and fixes that you're used to seeing in dxvk proper." And though d7vk might not perform universally better than the existing alternatives, WinterSnowfall writes that "having more options on the table is a good thing in my book at least." The report notes that the PC Gaming Wiki lists more than 400 games built on the aging D3D7 APIs, spanning mostly early-2000s releases but with a trickle of new titles still appearing through 2022. Notable classics include Escape from Monkey Island and Hitman: Codename 47.

Nearly nine in ten Windows games can now run on Linux systems, according to data from ProtonDB compiled by Boiling Steam. The gains came through work by developers of WINE and Proton translation layers and through interest in hardware like the Steam Deck.

ProtonDB tracks games across five categories. Platinum-rated games run perfectly without adjustment. Gold titles need minor tweaks. Silver games are playable but imperfect. Bronze exists between silver and borked. Borked games refuse to launch. The proportion of new releases earning platinum ratings has grown. The red and dark red zones have thinned. Some popular titles remain incompatible, however. Boiling Steam noted that other developers appear averse to non-Windows gamers.

An anonymous reader quotes a report from Wired: As you're hunting through real estate listings for a new home in Franklin, Tennessee, you come across a vertical video showing off expansive rooms featuring a four-poster bed, a fully stocked wine cellar, and a soaking tub. In the corner of the video, a smiling real estate agent narrates the walk-through of your dream home in a soothing tone. It looks perfect -- maybe a little too perfect. The catch? Everything in the video isAI-generated. The real property is completely empty, and the luxury furniture is a product of virtual staging. The realtor's voice-over and expressions were born from text prompts. Even the camera's slow pan over each room is orchestrated by AI, because there was no actual video camera involved.

Any real estate agent can create "exactly that, at home, in minutes," says Alok Gupta, a former product manager at Facebook and software engineer at Snapchat who cofounded AutoReel, an app that allows realtors to turn images from their property listings into videos. He said that between 500 and 1,000 new listing videos are being created with AutoReel every day, with realtors across the US and even in New Zealand and India using the technology to market thousands of properties. This is one of many AI tools, including more familiar ones like OpenAI's ChatGPT and Google's Gemini, that are quickly reshaping the real estate industry into something that isn't necessarily, well, real. "People that want to buy a house, they're going to make the largest investment of their lifetime," said Nathan Cool, a real estate photographer who runs an educational YouTube channel. "They don't want to be fooled before they ever arrive."

"Windows 10 is officially dead," writes Slashdot user darwinmac, "and the vultures are circling. Or maybe they are liberators, depending on your point of view." Neowin reports: Of all the projects trying to poach Windows users, Zorin Group might be the most aggressive, launching its biggest OS upgrade, Zorin OS 18, on the very day Windows 10 died. In a recent post on X, Zorin Group celebrated the launch of version 18, claiming that it hit 100,000 downloads in "a little over 2 days". The company called it its "biggest launch ever" and claimed that over 72% of those downloads came from Windows...

Zorin OS 18 now includes an updated version of WINE 10 for better support of Windows software. On top of that, there's also an expanded database that helps when it detects a Windows installer. The system checks the file and suggests the best way to run over 170 popular apps, whether that means installing a native Linux version, using the web-based alternative, or firing it up through WINE.
The article also notes LibreOffice's creators have been presenting Linux as a secure and cost-effective alternative since June, and "We have also seen initiatives like The "End of 10" Campaign by KDE, making the case for Linux and providing guides and info on how to switch."

"Swiss voters have backed plans for electronic identity cards by a wafer-thin margin," reports the Guardian, "in the second nationwide vote on the issue." In a referendum on Sunday, 50.4% of voters supported an electronic ID card, while 49.6% were against, confounding pollsters who had forecast stronger support for the "yes" vote. Turnout was 49.55%, higher than expected... [V]oters rejected an earlier version of the e-ID in 2021, largely over objections to the role of private companies in the system. In response to these concerns, the Swiss state will now provide the e-ID, which will be optional and free of charge... To ensure security the e-ID is linked to a single smartphone, users will have to get a new e-ID if they change their device... An ID card containing biometric data — fingerprints — will be available from the end of next year.

Critics of the e-ID scheme raised data protection concerns and said it opened the door to mass surveillance. They also fear the voluntary scheme will become mandatory and disadvantage people without smartphones. The referendum was called after a coalition of rightwing and data-privacy parties collected more than 50,000 signatures against e-ID cards, triggering the vote.
"To further ease privacy concerns, a particular authority seeking information on a person — such as proof of age or nationality, for example — will only be able to check for those specific details," notes the BBC: Supporters of the Swiss system say it will make life much easier for everyone, allowing a range of bureaucratic procedures — from getting a telephone contract to proving you are old enough to buy a bottle of wine — to happen quickly online. Opponents of digital ID cards, who gathered enough signatures to force another referendum on the issue, argue that the measure could still undermine individual privacy. They also fear that, despite the new restrictions on how data is collected and stored, it could still be used to track people and for marketing purposes.
The BBC adds that the UK government also announced plans earlier this week to introduce its own digital ID, "which would be mandatory for employment. The proposed British digital ID would have fewer intended uses than the Swiss version, but has still raised concerns about privacy and data security."

The Guardian reports: The referendum came soon after the UK government announced plans for a digital ID card, which would sit in the digital wallets of smartphones, using state-of-the-art encryption. More than 1.6 million people have signed a petition opposing e-ID cards, which would be mandatory for people working in the UK by 2029.
Thanks to long-time Slashdot reader schwit1 for sharing the news.

Premium bottled water is emerging as restaurants' answer to declining alcohol consumption as establishments offer curated water menus featuring bottles priced up to $25.70. La Popote in Cheshire has introduced a seven-water selection ranging from $6.75 Peak District spring water to $25.70 Portuguese Vidago, served in wine glasses at room temperature.

Water sommelier Doran Binder, who created the menu and founded Crag spring water, reports 7 million monthly social media views for water content. The movement extends beyond Britain -- over a dozen US restaurants maintain water lists, while new producers like Hampshire's Chorq plan champagne-style bottles with corks. Michael Mascha's FineWaters has certified more than 100 water sommeliers globally as demand grows for waters distinguished by mineral content ranging from 14 to 3,300 milligrams per liter of dissolved solids.

The BBC reports a growing trend in music: "for established (but not superstar) artists to be targeted by fake albums or songs that suddenly appear on their pages on Spotify and other streaming services." Even dead musicians have had AI-generated "new" material added to their catalogues... According to music industry analysts Luminate, about 99,000 songs are uploaded to streaming services every day, usually via dozens of distribution services, which ask the uploader to submit the artist's details. If that information is incorrect, and a song wrongly gets listed under an existing artist's name, it's down to them or their label to complain and get it removed.
Spotify took three weeks to remove fakes of folk singer/songwriter Emily Portman, according to the article, "and she still hasn't regained control of her Spotify artist profile... Considering how the streaming era has already made a big dent in many artists' incomes, Emily Portman says this affair has felt like a "very low blow"... She suspects independent artists are being targeted because star names have more protection and more power to get fraudulent releases removed swiftly."

But it's also happened to "a number of Americana and folk-rock artists who have had fake tracks posted using their names in recent weeks — apparently all from the same source," including Wilco frontman Jeff Tweedy, J Tillman (now known as Father John Misty), Sam Beam (aka Iron & Wine), Teddy Thompson and Jakob Dylan: All the releases used the same style of AI artwork and were credited to three record labels, two with apparently Indonesian names. Many listed the same name as a songwriter — Zyan Maliq Mahardika. That name has also been credited on other songs mimicking real US Christian musicians and metalcore bands. Spotify said it had flagged the issue with the distributor and removed these tracks as they "violated our policy against impersonating another person or brand." It added it would "remove any distributor who repeatedly allows this type of content on our platform"....

Tatiana Cirisano from media and technology analysis company Midia Research says AI is "making it easier for fraudsters" to fool listeners, who are also more "passive" in the algorithmic age. She thinks bad actors posing as real-life artists are hoping their fraudulent tracks will "rack up enough streams" — hundreds of thousands — to earn them a nice payday. "I would think that the AI fakes are targeting lesser-known artists in the hopes that their schemes fly under the radar, compared to if they were to target a superstar who could immediately get Spotify on the line," she notes.

But streaming services and distributors are "working hard" and getting better at spotting it, she stresses, "ironically, also by using AI and machine learning!

After leaving a nearly 10-year position as a product marketing engineer at Intel, Varun Gupta was charged with possessing trade secrets. He was facing a maximum sentence of 10 years in prison, a $250,000 fine and three years of supervised release, according to Oregon's U.S. Attorney's Office.

Portland's KGW reports: While still employed at Intel, Varun Gupta downloaded about 4,000 files, which included trade secrets and proprietary materials, from his work computer to personal portable hard drives, according to the U.S. Attorney's Office for the District of Oregon. While working for Microsoft, between February and July 2020, Gupta accessed and used information during ongoing negotiations with Intel regarding chip purchases, according to a sentencing memo. Some of the information containing trade secrets included a PowerPoint presentation that referenced Intel's pricing strategy with another major customer, according to the U.S. Attorney's Office for the District of Oregon in a sentencing memo.

Intel raised concerns in 2020, and Microsoft and Intel launched a joint investigation, the sentencing memo says. Intel filed a civil lawsuit in February 2021 that resulted in Gupta being ordered to pay $40,000.
Tom's Hardware summarizes the trial: Oregon Live reports that the prosecutor, Assistant U.S. Attorney William Narus, sought an eight-month prison term for Gupta. Narus spoke about Gupta's purposeful and repeated access to secret documents. Eight months of federal imprisonment was sought as Gupta repetitively abused his cache of secret documents, according to the prosecutor.

For the defense, attorney David Angeli described Gupta's actions as a "serious error in judgment." Mitigating circumstances, such as Gupta's permanent loss of high-level employment opportunities in the industry, and that he had already paid $40,000 to settle a civil suit brought by Intel, were highlighted.

U.S. District Judge Amy Baggio concluded the court hearing by delivering a balance between the above adversarial positions. Baggio decided that Gupta should face a two-year probationary sentence [and pay a $34,472 fine — before heading back to France]... The ex-tech exec and his family have started afresh in La Belle France, with eyes on a completely new career in the wine industry. According to the report, Gupta is now studying for a qualification in vineyard management, while aiming to work as a technical director in the business.

Wine 10.13 has been released after a one-month break, introducing a Windows Gaming Input configuration tab for the Joystick Control Panel, new ECDSA_P521 and ECDH_P521 cryptographic algorithms, OpenGL WoW64 thunk generation, and expanded Windows Runtime metadata support. The update also delivers 32 bug fixes," which is more than normal given the month of time between releases," writes Phoronix's Michael Larabel. "There are fixes for Microsoft Office 365, Microsoft SQL Server Management Studio Express, Doom 3 BFG Edition, and a variety of other game and application fixes."

You can download and learn more about the release at WineHQ.org GitLab.

Long-time Slashdot reader drinkypoo writes: GloriousEggroll has released GE-Proton 10.10, a heavily breathed-upon version of Valve's version of Wine used with Steam, and the big news is that it supports NTSYNC by default on supported platforms. That means amd64 systems whose kernel is built with the CONFIG_NTSYNC option, available in the 6.14 series or later or for 6.12 or 6.13 as a patch.

NTSYNC is support for certain fine-grained Windows NT scheduling primitives for Linux, the use of which improves performance and compatibility for Windows programs. Maximum performance gains range from modest to dramatic, with most programs falling towards the lower end of the spectrum, but it can substantially improve minimum frame rates for some titles. You can observe that ntsync is being used from the console output, e.g. using "tail -f ~/.steam/steam/logs/console-linux.txt". You will see messages like "wineserver: NTSync up and running!"

An anonymous reader quotes a report from The Guardian: In addition to sanitation, medicine, education, wine, public order, irrigation, roads, a freshwater system and public health, the Romans also produced a lot of inscriptions. Making sense of the ancient texts can be a slog for scholars, but a new artificial intelligence tool from Google DeepMind aims to ease the process. Named Aeneas after the mythical Trojan hero, the program predicts where and when inscriptions were made and makes suggestions where words are missing. Historians who put the program through its paces said it transformed their work by helping them identify similar inscriptions to those they were studying, a crucial step for setting the texts in context, and proposing words to fill the inevitable gaps in worn and damaged artefacts. [...]

The Google team led by Yannis Assael worked with historians to create an AI tool that would aid the research process. The program is trained on an enormous database of nearly 200,000 known inscriptions, amounting to 16m characters. Aeneas takes text, and in some cases images, from the inscription being studied and draws on its training to build a list of related inscriptions from 7th century BC to 8th century BC. Rather than merely searching for similar words, the AI identifies and links inscriptions through deeper historical connections. Having trained on the rich collection of inscriptions, the AI can assign study texts to one of 62 Roman provinces and estimate when it was written to within 13 years. It also provides potential words to fill in any gaps, though this has only been tested on known inscriptions where text is blocked out.

In a test run, researchers set Aeneas loose on a vast inscription carved into monuments around the Roman empire. The self-congratulatory Res Gestae Divi Augusti describes the life achievements of the first Roman emperor, Augustus. Aeneas came up with two potential dates for the work, either the first decade BC or between 10 and 20AD. The hedging echoes the debate among scholars who argue over the same dates. In another test, Aeneas analysed inscriptions on a votive altar from Mogontiacum, now Mainz in Germany, and revealed through subtle linguistic similarities how it had been influenced by an older votive altar in the region. "Those were jaw-dropping moments for us," said [Dr Thea Sommerschield, a historian at the University of Nottingham who developed Aeneas with the tech firm]. Details are published in Nature and Aeneas is available to researchers online.

Bay Area Michelin-starred restaurants are conducting extensive background research on diners before they arrive, mining social media profiles and maintaining detailed guest databases to personalize dining experiences. Lazy Bear maintains records on 115,000 people and employs a guest services coordinator who creates weekly reports by researching publicly available social media information.

Staff study color-coded Google documents containing guest data before each service. SingleThread's reservation team researches social media, Google, and LinkedIn profiles for guests, where meals cost over $500 on weekends. General manager Akeel Shah told SFGate the information helps "tailor the experience and make it memorable." Acquerello has collected guest data for 36 years, initially handwritten in books. Co-owner Giancarlo Paterlini said their director of operations reviews each reservation for dining history and wine preferences to customize service.