An anonymous reader quotes a report from Ars Technica: It's no secret that students worldwide use AI chatbots to do their homework and avoid learning things. On the flip side, students can also use AI as a tool to beef up their knowledge and plan for the future with flashcards or study guides. Google hopes its latest Gemini feature will help with the latter. The company has announced that Gemini can now create free SAT practice tests and coach students to help them get higher scores. As a standardized test, the content of the SAT follows a predictable pattern. So there's no need to use a lengthy, personalized prompt to get Gemini going. Just say something like, "I want to take a practice SAT test," and the chatbot will generate one complete with clickable buttons, graphs, and score analysis.

Of course, generative AI can go off the rails and provide incorrect information, which is a problem when you're trying to learn things. However, Google says it has worked with education firms like The Princeton Review to ensure the AI-generated tests resemble what students will see in the real deal. The interface for Gemini's practice tests includes scoring and the ability to review previous answers. If you are unclear on why a particular answer is right or wrong, the questions have an "Explain answer" button right at the bottom. After you finish the practice exam, the custom interface (which looks a bit like Gemini's Canvas coding tool) can help you follow up on areas that need improvement. Google says support for the SAT is just the start, "with more tests coming in the future."

NASA Langley has initiated the U.S. government software approval process to install CapFrameX, a benchmarking tool popular among PC gaming enthusiasts, on its cockpit simulators used to train test pilots. The space agency reached out to CapFrameX, not the other way around, according to an X post from the company.

NASA builds custom flight simulators from scratch for experimental aircraft like the X-59, a supersonic jet designed to produce a quiet thump rather than the traditional sonic boom. The agency's simulator teams replicate every switch, dial and knob to match the actual cockpit layout, helping pilots build muscle memory before flying the real thing.

Workday CEO Carl Eschenbach on Thursday tried to ease worries that AI is destroying software business models. From a report: "It's an overblown narrative, and it's not true," he told CNBC's "Squawk Box" from the World Economic Forum in Davos, Switzerland, calling AI a tailwind and "absolutely not a headwind" for the company.

Software stocks have sold off in recent months on concerns that new AI tools will upend the sector and displace longstanding and recurring businesses that once fueled big profits. Workday shares lost 17% last year and have sunk another 15% since the start of 2026.

Autodesk said today it plans to cut approximately 1,000 jobs, or roughly 7% of its workforce, as part of what the company described as the final phase of a global restructuring effort aimed at strengthening its sales and marketing operations.

The maker of AutoCAD and other digital design software said a significant portion of the cuts will fall within customer-facing sales functions.

How would Sony ceding control of its TV hardware business change the industry? The Verge has an optimistic take: [...] As of today, Sony already relies on different manufacturing partners to create its TV lineup. While display panel manufacturers never reveal who they sell panels to, Sony is likely already using panels for its LCD TVs from TCL China Star Optoelectronics Technology (CSOT), in addition to OLED panels from LG Display and Samsung Display. With this deal, a relationship between Sony and TCL CSOT LCD panels is guaranteed (although I doubt this would affect CSOT selling panels to other manufacturers). And with TCL CSOT building a new OLED facility, there's a potential future in which Sony OLEDs will also get panels from TCL. Although I should point out that we're not sure yet if the new facility will have the ability to make TV-sized OLED panels, at least to start.

[...] There's some concern from fans that this could lead to a Sharp, Toshiba, or Pioneer situation where the names are licensed and the TVs produced are a shell of what the brands used to represent. I don't see this happening with Sony. While the electronics side of the business hasn't been as strong as in the past, Sony -- and Bravia -- is still a storied brand. It would take a lot for Sony to completely step aside and allow another company to slap its name on an inferior product. And based on TCL's growth and technological improvements over the past few years, and the shrinking gap between premium and midrange TVs, I don't expect Sony TVs will suffer from a partnership with TCL.

An expanded class-action lawsuit filed last Friday alleges that a member of Nvidia's data strategy team directly contacted Anna's Archive -- the sprawling shadow library hosting millions of pirated books -- to explore "including Anna's Archive in pre-training data for our LLMs."

Internal documents cited in the amended complaint show Nvidia sought information about "high-speed access" to the collection, which Anna's Archive charged tens of thousands of dollars for. According to the lawsuit, Anna's Archive warned Nvidia that its library was illegally acquired and maintained, then asked if the company had internal permission to proceed. The pirate library noted it had previously wasted time on other AI companies that couldn't secure approval. Nvidia management allegedly gave "the green light" within a week.

Anna's Archive promised access to roughly 500 terabytes of data, including millions of books normally only accessible through Internet Archive's controlled digital lending system. The lawsuit also alleges Nvidia downloaded books from LibGen, Sci-Hub, and Z-Library.

According to Bloomberg's Mark Gurman, Apple is reportedly planning a major Siri overhaul in iOS 27 and macOS 27 where the current assistant interface will be replaced with a deeply integrated, ChatGPT-style chatbot experience. "Users will be able to summon the new service the same way they open Siri now, by speaking the 'Siri' command or holding down the side button on their iPhone or iPad," says Gurman. "More significantly, Siri will be integrated into all of the company's core apps, including ones for mail, music, podcasts, TV, Xcode programming software and photos. That will allow users to do much more with just their voice." 9to5Mac reports: The unannounced Siri overhaul will reportedly be revealed at WWDC in June as the flagship feature for iOS 27 and macOS 27. Its release is expected in September when Apple typically ships major software updates. While Apple plans to release an improved version of Siri and Apple Intelligence this spring, that version will use the existing Siri interface. The big difference is that Google's Gemini models will power the intelligence. With the bigger update planned for iOS 27, the iOS 26 upgrade to Siri and Apple Intelligence sounds more like the first step to a long overdue modernization.

Gurman reports that the major Siri overhaul will "allow users to search the web for information, create content, generate images, summarize information and analyze uploaded files" while using "personal data to complete tasks, being able to more easily locate specific files, songs, calendar events and text messages." People are already familiar with conversational interactions with AI, and Bloomberg says the bigger update to Siri will be support both text and voice. Siri already uses these input methods, but there's no real continuity between sessions.

Nova Launcher has been acquired by Instabridge, which says it will keep the app maintained but is evaluating ad-supported options for the free version. Android Authority reports: Today, Nova Launcher announced that the Swedish company Instabridge has acquired it from Branch Metrics. Instabridge claims it wants to be a responsible owner of Nova and does not want to reinvent the launcher overnight. However, the launcher still needs a sustainable business model to support ongoing development and maintenance. To this end, Instabridge is exploring different options, including paid tiers and ad-supported options for the free version. The new owners claim that if ads are introduced, Nova Prime will remain ad-free. However, this is misleading, as ads are already here for some users. Last year, the founder and original programmer of Nova Launcher left the company, signaling its "death" as he had been the sole developer working on the launcher for the past year.

Adobe has added a suite of AI-powered features to Acrobat that enable users to edit documents through natural language prompts, generate podcast-style audio summaries of their files, and create presentations by pulling content from multiple documents stored in a single workspace.

The prompt-based editing supports 12 distinct actions: removing pages, text, comments, and images; finding and replacing words and phrases; and adding e-signatures and passwords. The presentation feature builds on Adobe Spaces, a collaborative file and notes collection the company launched last year. Users can point Acrobat's AI assistant at files in a Space and have it generate an editable pitch deck, then style it using Adobe Express themes and stock imagery.

Shared files in Spaces now include AI-generated summaries that cite specific locations in the source document. Users can also choose from preset AI assistant personas -- "analyst," "entertainer," or "instructor" -- or create custom assistants using their own prompts.

Eightfold AI, a venture capital-backed AI hiring platform used by Microsoft, PayPal and many other Fortune 500 companies, is being sued in California for allegedly compiling reports used to screen job applicants without their knowledge. From a report: The lawsuit, filed on Tuesday accusing Eightfold of violating the Fair Credit Reporting Act shows how consumer advocates are seeking to apply existing law to AI systems capable of drawing inferences about individuals based on vast amounts of data.

Santa Clara, California-based Eightfold provides tools that promise to speed up the hiring process by assessing job applicants and predicting whether they would be a good fit for a job using massive amounts of data from online resumes and job listings. But candidates who apply for jobs at companies that use those tools are not given notice and a chance to dispute errors, job applicants Erin Kistler and Sruti Bhaumik allege in their proposed class action. Because of that, they claim Eightfold violated the FCRA and a California law that gives consumers the right to view and challenge credit reports used in lending and hiring.

Ubisoft is canceling game projects, shutting down studios and cutting its guidance as the Assassin's Creed maker restructures its business into five units. From a report: The French gaming firm expects earnings before interest and tax to be a loss of $1.2 billion the fiscal year 2025-2026 as a result of the restructuring, driven by a one-off writedown of about $761 million, the company said in a statement on Wednesday.

Ubisoft also expects net bookings of around $1.76 billion for the year, with a $386 million gross margin reduction compared to previous guidance, it said. Six games, including a remake of Prince of Persia The Sands of Time, have been discontinued and seven other unidentified games are delayed, the company said. The measures are part of a broader plan to streamline operations, including closing studios in Stockholm and Halifax, Canada. Ubisoft said it will have cut at least $117 million in fixed costs compared to the latest financial year by March, a year ahead of target, and has set a goal to slash an additional $234 million over the next two years.

Google has temporarily disabled YouTube's advanced SRV3 caption format after discovering the feature was causing playback errors for some users, according to a statement the company posted. SRV3, also known as YouTube Timed Text, is a custom subtitle system Google introduced around 2018 that allows creators to use custom colors, transparency, animations, and precise text positioning. Creators cannot upload new SRV3 captions while the feature remains disabled, and existing videos that use the format may not display any captions until Google restores it. The company has provided no timeline for when SRV3 will return, and its forum post notes that changes should be temporary for "almost" all videos.

San Diego Comic-Con changed an AI art friendly policy following an artist-led backlash last week. From a report: It was a small victory for working artists in an industry where jobs are slipping away as movie and video game studios adopt generative AI tools to save time and money. Every year, tens of thousands of people descend on San Diego for Comic-Con, the world's premier comic book convention that over the years has also become a major pan-media event where every major media company announces new movies, TV shows, and video games. For the past few years, Comic-Con has allowed some forms of AI-generated art at this art show at the convention.

According to archived rules for the show, artists could display AI-generated material so long as it wasn't for sale, was marked as AI-produced, and credited the original artist whose style was used. "Material produced by Artificial Intelligence (AI) may be placed in the show, but only as Not-for-Sale (NFS). It must be clearly marked as AI-produced, not simply listed as a print. If one of the parameters in its creation was something similar to 'Done in the style of,' that information must be added to the description. If there are questions, the Art Show Coordinator will be the sole judge of acceptability," Comic-Con's art show rules said until recently.

Companies are spending vast sums on AI expecting the technology to boost efficiency, but a new survey from AI consulting firm Section found that two-thirds of non-management workers among 5,000 white-collar respondents say they save less than two hours a week or no time at all, while more than 40% of executives report the technology saves them upward of eight hours weekly.

Workers were far more likely to describe themselves as anxious or overwhelmed about AI than excited -- the opposite of C-suite respondents -- and 40% of all surveyed said they would be fine never using AI again. A separate Workday report of roughly 1,600 employees found that though 85% reported time savings of one to seven hours weekly, much of it was offset by correcting errors and reworking AI-generated content -- what the company called an "AI tax" on productivity.

At the World Economic Forum in Davos this week, a PricewaterhouseCoopers survey of nearly 4,500 CEOs found more than half have seen no significant financial benefit from AI so far, and only 12% said the technology has delivered both cost and revenue gains.

A PwC survey of more than 4,500 CEOs found that over half report no revenue growth or cost savings from their AI investments so far, despite massive spending. Of the 4,454 business leaders surveyed, only 12% saw both lower costs and higher revenue, while 56% saw neither benefit. "26% saw reduced costs, but nearly as many experienced cost increases," adds The Register. From the report: AI adoption remains limited. Even in top use cases like demand generation (22 percent), support services (20 percent), and product development (19 percent), only a minority are deploying AI extensively. Last year, a separate PwC study found that only 14 percent of workers indicated they were using generative AI daily in their work. Despite the CEOs' repsonses, PwC concludes more investment is required. It claims that "isolated, tactical AI projects" often don't deliver measurable value, and that tangible returns instead come from enterprise-wide deployments consistent with business strategy. [...]

In terms of the broader picture, PwC says it found CEO confidence has hit a five-year low, with only 30 percent optimistic about revenue growth (down from 38 percent last year). This points to growing geopolitical risk and intensifying cyber threats, as well as uncertainty over the benefits and downsides of AI. Unsurprisingly, concern remains over tariffs as the Trump administration continues its erratic approach to policy, with almost a third of company chiefs saying tariffs are expected to reduce their company's profit margin in the year ahead. In the U.S., 22 percent indicate their corporation is highly or extremely exposed to tariffs. PwC warns that companies avoiding major investments due to geopolitical uncertainty underperform peers by two percentage points in growth and three points in profit margins.

An anonymous reader quotes a report from TechCrunch: Meta's Oversight Board is tackling a case focused on Meta's ability to permanently disable user accounts. Permanent bans are a drastic action, locking people out of their profiles, memories, friend connections, and, in the case of creators and businesses, their ability to market and communicate with fans and customers. This is the first time in the organization's five-year history as an oversight body that permanent account bans have been a subject of the Oversight Board's focus, the organization notes.

The case being reviewed isn't exactly one of an everyday user. Instead, the case involves a high-profile Instagram user who repeatedly violated Meta's Community Standards by posting visual threats of violence against a female journalist, anti-gay slurs against politicians, content depicting a sex act, allegations of misconduct against minorities, and more. The account had not accumulated enough strikes to be automatically disabled, but Meta made the decision to permanently ban the account. The Board's materials didn't name the account in question, but its recommendations could impact others who post content that targets public figures with abuse, harassment, and threats, as well as users who have their accounts permanently banned without receiving transparent explanations.

Meta referred this specific case to the Board, which included five posts made in the year before the account was permanently disabled. The Board says it's looking for input about several key issues: how permanent bans can be processed fairly, the effectiveness of its current tools to protect public figures and journalists from repeated abuse and threats of violence, the challenges of identifying off-platform content, whether punitive measures effectively shape online behaviors, and best practices for transparent reporting on account enforcement decisions. [...] Whether the Oversight Board has any real sway to address issues on Meta's platform continues to be debated, of course. [...] After the Oversight Board issues its policy recommendations to Meta, the company has 60 days to respond. The Board is also soliciting public comments on this topic. The report notes that Meta's Oversight Board is able to overturn individual moderation decisions and offer recommendations, but largely sidelined from major policy shifts driven by Mark Zuckerberg.

Sony plans to spin off its TV hardware business to a new joint venture controlled by Chinese electronics giant TCL, the two said Tuesday, a significant retreat for the Japanese giant whose Bravia line has long occupied the premium end of the television market. TCL would hold a 51% stake in the venture and Sony would retain 49% under a nonbinding agreement the two companies signed. They aim to finalize binding terms by the end of March and begin operations in April 2027, pending regulatory approvals.

The new company would retain the Sony and Bravia branding for televisions and home audio equipment but use TCL's display technology. Japanese TV manufacturers have steadily lost ground to Chinese and Korean rivals over the years. Toshiba, Hitachi, Mitsubishi Electric and Pioneer exited the business entirely. Panasonic and Sharp de-emphasized televisions in their growth strategies. Sony's Bravia line survived by positioning itself at the premium tier where consumers pay more for high-end picture and sound quality.

Sphere Entertainment plans to build a second U.S. Sphere near Washington, D.C., with a smaller 6,000-seat "mini-Sphere" proposed for National Harbor in Maryland. The venue would retain the signature LED exterior and immersive 4D tech of the Las Vegas Sphere, just at a more compact scale. The Verge reports: The second US sphere would be built in an area known as National Harbor in Prince George's County, Maryland. Located along the Potomac River, National Harbor currently features a convention center, multiple hotels, restaurants, and shops. While Abu Dhabi plans to build a sphere as large as the one in Las Vegas, the National Harbor venue would be one of the first mini-Sphere venues announced last March.

Its capacity would be limited to 6,000 seats instead of over 17,000. But the smaller Sphere would still be hard to miss with an exterior LED exosphere for showcasing the "artistic and branded content" that helped make the original sphere a unique part of the Las Vegas skyline. The inside of the mini-Sphere will feature a high-resolution 16,000 by 16,000 pixel wrap-around screen, the company's immersive sound technology, haptic seating, and "4D environmental effects." For the AI-enhanced version of The Wizard of Oz currently playing in Las Vegas, audiences experience effects like wind, fog, smells, and apples falling from the ceiling.

An anonymous reader quotes a report from TorrentFreak: NVIDIA executives allegedly authorized the use of millions of pirated books from Anna's Archive to fuel its AI training. In an expanded class-action lawsuit that cites internal NVIDIA documents, several book authors claim (PDF) that the trillion-dollar company directly reached out to Anna's Archive, seeking high-speed access to the shadow library data. [...] Last Friday, the authors filed an amended complaint that significantly expands the scope of the lawsuit. In addition to adding more books, authors, and AI models, it also includes broader "shadow library" claims and allegations. The authors, including Abdi Nazemian, now cite various internal Nvidia emails and documents, suggesting that the company willingly downloaded millions of copyrighted books. The new complaint alleges that "competitive pressures drove NVIDIA to piracy," which allegedly included collaborating with the controversial Anna's Archive library.

According to the amended complaint, a member of Nvidia's data strategy team reached out to Anna's Archive to find out what the pirate library could offer the trillion-dollar company "Desperate for books, NVIDIA contacted Anna's Archive -- the largest and most brazen of the remaining shadow libraries -- about acquiring its millions of pirated materials and 'including Anna's Archive in pre-training data for our LLMs,'" the complaint notes. "Because Anna's Archive charged tens of thousands of dollars for 'high-speed access' to its pirated collections [] NVIDIA sought to find out what "high-speed access" to the data would look like."

According to the complaint, Anna's Archive then warned Nvidia that its library was illegally acquired and maintained. Because the site previously wasted time on other AI companies, the pirate library asked NVIDIA executives if they had internal permission to move forward. This permission was allegedly granted within a week, after which Anna's Archive provided the chip giant with access to its pirated books. "Within a week of contacting Anna's Archive, and days after being warned by Anna's Archive of the illegal nature of their collections, NVIDIA management gave 'the green light' to proceed with the piracy. Anna's Archive offered NVIDIA millions of pirated copyrighted books." The complaint states that Anna's Archive promised to provide NVIDIA with access to roughly 500 terabytes of data. This included millions of books that are usually only accessible through Internet Archive's digital lending system, which itself has been targeted in court. The complaint does not explicitly mention whether NVIDIA ended up paying Anna's Archive for access to the data.

Additionally, it's worth mentioning that NVIDIA also stands accused of using other pirated sources. In addition to the previously included Books3 database, the new complaint also alleges that the company downloaded books from LibGen, Sci-Hub, and Z-Library. In addition to downloading and using pirated books for its own AI training, the authors allege NVIDIA distributed scripts and tools that allowed its corporate customers to automatically download "The Pile", which contains the Books3 pirated dataset.

According to CFO Sarah Friar, OpenAI's annualized revenue surpassed $20 billion in 2025, up from $6 billion a year earlier with growth closely tracking an expansion in computing capacity. Reuters reports: OpenAI's computing capacity rose to 1.9 gigawatts (GW) in 2025 from 0.6 GW in 2024, Friar said in the blog, adding that Microsoft-backed OpenAI's weekly and daily active users figures continue to produce all-time highs. OpenAI last week said it would start showing ads in ChatGPT to some U.S. users, ramping up efforts to generate revenue from the AI chatbot to fund the high costs of developing the technology. Separately, Axios reported on Monday that OpenAI's policy chief Chris Lehane said that the company is "on track" to unveil its first device in the second half of 2026.

Friar said OpenAI's platform spans text, images, voice, code and APIs, and the next phase will focus on agents and workflow automation that run continuously, carry context over time, and take action across tools. For 2026, the company will prioritize "practical adoption," particularly in health, science and enterprise, she said. Friar said the company is keeping a "light" balance sheet by partnering rather than owning and structuring contracts with flexibility across providers and hardware types.