The new year was supposed to bring opportunities for beaten-down software stocks. Instead, the group is off to its worst start in years. From a report: The release of a new artificial intelligence tool from startup Anthropic on Jan. 12 rekindled fears about disruption that weighed on software makers in 2025.

TurboTax owner Intuit tumbled 16% last week, its worst since 2022, while Adobe and Salesforce, which makes customer relationship management software, both sank more than 11%. All told, a group of software-as-a-service stocks tracked by Morgan Stanley is down 15% so far this year, following a drop of 11% in 2025. It's the worst start to a year since 2022, according to data compiled by Bloomberg.

While unproven, the tool represents just the type of capabilities that investors have been fearing, and reinforces bearish positions that are looking increasingly entrenched, according to Jordan Klein, a tech-sector specialist at Mizuho Securities. "Many buysiders see no reasons to own software no matter how cheap or beaten down the stocks get," Klein wrote in a Jan. 14 note to clients. "They assume zero catalysts for a re-rate exist right now," he said, referring to the potential for higher valuation multiples.

Ars Technica's Benj Edwards reports: On Saturday, tech entrepreneur Siqi Chen released an open source plugin for Anthropic's Claude Code AI assistant that instructs the AI model to stop writing like an AI model. Called "Humanizer," the simple prompt plugin feeds Claude a list of 24 language and formatting patterns that Wikipedia editors have listed as chatbot giveaways. Chen published the plugin on GitHub, where it has picked up over 1,600 stars as of Monday. "It's really handy that Wikipedia went and collated a detailed list of 'signs of AI writing,'" Chen wrote on X. "So much so that you can just tell your LLM to... not do that."

The source material is a guide from WikiProject AI Cleanup, a group of Wikipedia editors who have been hunting AI-generated articles since late 2023. French Wikipedia editor Ilyas Lebleu founded the project. The volunteers have tagged over 500 articles for review and, in August 2025, published a formal list of the patterns they kept seeing.

Chen's tool is a "skill file" for Claude Code, Anthropic's terminal-based coding assistant, which involves a Markdown-formatted file that adds a list of written instructions (you can see them here) appended to the prompt fed into the large language model (LLM) that powers the assistant. Unlike a normal system prompt, for example, the skill information is formatted in a standardized way that Claude models are fine-tuned to interpret with more precision than a plain system prompt. (Custom skills require a paid Claude subscription with code execution turned on.)

But as with all AI prompts, language models don't always perfectly follow skill files, so does the Humanizer actually work? In our limited testing, Chen's skill file made the AI agent's output sound less precise and more casual, but it could have some drawbacks: it won't improve factuality and might harm coding ability. [...] Even with its drawbacks, it's ironic that one of the web's most referenced rule sets for detecting AI-assisted writing may help some people subvert it.

According to a report by The Information (paywalled), Apple is reportedly developing an AirTag-sized, camera-equipped AI wearable pin that could arrive as early as 2027.

"Apple's pin, which is a thin, flat, circular disc with an aluminum-and-glass shell, features two cameras -- a standard lens and a wide-angle lens -- on its front face, designed to capture photos and videos of the user's surroundings," reports The Information, citing people familiar with the device. "It also includes three microphones to pick up sounds in the area surrounding the person wearing it. It has a speaker, a physical button along one of its edges and a magnetic inductive charging interface on its back, similar to the one used on the Apple Watch..." 9to5Mac reports: The Information also notes that Apple is attempting to speed up development in hopes of competing with OpenAI's first wearable (slated to debut in 2026), and that it is not immediately clear whether this wearable would work in conjunction with other products, such as AirPods or Apple's reported upcoming smart glasses. Today's report also notes that this has been a challenging market for new companies, citing the recent failure of Humane's AI Pin as an example.

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.

alternative_right shares a report from ScienceAlert: Thanks to a giant eruption on the Sun and a large opening in its atmosphere, we're currently experiencing G4 conditions -- a severe geomagnetic storm strong enough to disrupt power grids as energy from space weather disturbances drives electric currents through Earth's magnetic field and the ground. Experts say the storm could even reach G5 levels, the extreme category responsible for the spectacular auroral activity seen in May 2024. In fact, space weather bureaus around the world are forecasting powerful aurora conditions, with some suggesting aurora could be visible at unusually low latitudes, potentially rivaling the reach of 2024's historic superstorm. A livestream of the Northern Lights is available on YouTube. The Aurora forecast is available here.

The UK government has launched a public consultation on whether to ban social media use for children under 16, drawing inspiration from Australia's recently enacted age-based restrictions. "It would also explore how to enforce that limit, how to limit tech companies from being able to access children's data and how to limit 'infinite scrolling,' as well as access to addictive online tools," reports Engadget. "In addition to seeking feedback from parents and young people themselves, the country's ministers are going to visit Australia to see the effects of the country's social media ban for kids, according to Financial Times."

An anonymous reader shares a report: Europe must invest in its own open source artificial intelligence labs and address soaring energy prices, or it will quickly find itself dependent on Chinese models, former Google chief executive and tech investor Eric Schmidt said.

"In the US, the companies are largely moving to closed source, which means they'll be purchased and licensed and so forth. And it is also the case that China is largely open weight, open source in its approach," Schmidt said at the World Economic Forum in Davos, Switzerland, on Tuesday. "Unless Europe is willing to spend lots of money for European models, Europe will end up using the Chinese models. It's probably not a good outcome for Europe."

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.

New data from Similarweb shows Threads has overtaken X in daily mobile users. However, X still dominates on the web with around 150 million daily web visits compared to Threads' 8.5 million daily visits. TechCrunch reports: Similarweb's data shows that Threads had 141.5 million daily active users on iOS and Android as of January 7, 2026, after months of growth, while X has 125 million daily active users on mobile devices. This appears to be the result of longer-term trends, rather than a reaction to the recent X controversies [...]. Instead, Threads' boost in daily mobile usage may be driven by other factors, including cross-promotions from Meta's larger social apps like Facebook and Instagram (where Threads is regularly advertised to existing users), its focus on creators, and the rapid rollout of new features.

Over the past year, Threads has added features like interest-based communities, better filters, DMs, long-form text, disappearing posts, and has recently been spotted testing games. Combined, the daily active user increases suggest that more people are using Threads on mobile as a more regular habit. Further reading: Threads Now Has More Than 400 Million Monthly Active Users

An anonymous reader quotes a report from the Electronic Frontier Foundation (EFF): Lawmakers in Washington are once again focusing on kids, screens, and mental health. But according to Congress, Big Tech is somehow both the problem and the solution. The Senate Commerce Committee held a hearing [Friday] on "examining the effect of technology on America's youth." Witnesses warned about "addictive" online content, mental health, and kids spending too much time buried in screen. At the center of the debate is a bill from Sens. Ted Cruz (R-TX) and Brian Schatz (D-HI) called the Kids Off Social Media Act (KOSMA), which they say will protect children and "empower parents."

That's a reasonable goal, especially at a time when many parents feel overwhelmed and nervous about how much time their kids spend on screens. But while the bill's press release contains soothing language, KOSMA doesn't actually give parents more control. Instead of respecting how most parents guide their kids towards healthy and educational content, KOSMA hands the control panel to Big Tech. That's right -- this bill would take power away from parents, and hand it over to the companies that lawmakers say are the problem. [...] This bill doesn't just set an age rule. It creates a legal duty for platforms to police families. Section 103(b) of the bill is blunt: if a platform knows a user is under 13, it "shall terminate any existing account or profile" belonging to that user. And "knows" doesn't just mean someone admits their age. The bill defines knowledge to include what is "fairly implied on the basis of objective circumstances" -- in other words, what a reasonable person would conclude from how the account is being used. The reality of how services would comply with KOSMA is clear: rather than risk liability for how they should have known a user was under 13, they will require all users to prove their age to ensure that they block anyone under 13.

KOSMA contains no exceptions for parental consent, for family accounts, or for educational or supervised use. The vast majority of people policed by this bill won't be kids sneaking around -- it will be minors who are following their parents' guidance, and the parents themselves. Imagine a child using their parent's YouTube account to watch science videos about how a volcano works. If they were to leave a comment saying, "Cool video -- I'll show this to my 6th grade teacher!" and YouTube becomes aware of the comment, the platform now has clear signals that a child is using that account. It doesn't matter whether the parent gave permission. Under KOSMA, the company is legally required to act. To avoid violating KOSMA, it would likely lock, suspend, or terminate the account, or demand proof it belongs to an adult. That proof would likely mean asking for a scan of a government ID, biometric data, or some other form of intrusive verification, all to keep what is essentially a "family" account from being shut down.

Violations of KOSMA are enforced by the FTC and state attorneys general. That's more than enough legal risk to make platforms err on the side of cutting people off. Platforms have no way to remove "just the kid" from a shared account. Their tools are blunt: freeze it, verify it, or delete it. Which means that even when a parent has explicitly approved and supervised their child's use, KOSMA forces Big Tech to override that family decision. [...] These companies don't know your family or your rules. They only know what their algorithms infer. Under KOSMA, those inferences carry the force of law. Rather than parents or teachers, decisions about who can be online, and for what purpose, will be made by corporate compliance teams and automated detection systems.

The "surprisingly resilient" global economy is at risk of being disrupted by a sharp reversal in the AI boom, the IMF warned on Monday, as world leaders prepared for talks in the Swiss resort of Davos. From a report: Risks to global economic expansion were "tilted to the downside," the fund said in an update to its World Economic Outlook, arguing that growth was reliant on a narrow range of drivers, notably the US technology sector and the associated equity boom.

Nonetheless, it predicted US growth would strongly outpace the rest of the G7 this year, forecasting an expansion of 2.4 per cent in 2026 and 2 per cent in 2027. Tech investment had surged to its highest share of US economic output since 2001, helping drive growth, the IMF found.

"There is a risk of a correction, a market correction, if expectations about AI gains in productivity and profitability are not realised," said Pierre-Olivier Gourinchas, IMF chief economist. "We're not yet at the levels of market frothiness, if you want, that we saw in the dotcom period," he added. "But nevertheless there are reasons to be somewhat concerned."

The European Commission "has opened a public call for evidence on European open digital ecosystems," writes Help Net Security, part of preparations for an upcoming Communication "that will examine the role of open source in EU's digital infrastructure." The consultation runs from January 6 to February 3, 2026. Submissions will be used to shape a Commission Communication addressed to the European Parliament, the Council, and other EU bodies, which is scheduled for publication in the first quarter of 2026... The call for evidence links Europe's reliance on digital technologies developed outside the EU to concerns over long term control of infrastructure and software supply chains... Open digital ecosystems are discussed in the context of technological sovereignty and the use of technologies that can be inspected, adapted, and shared.
Long-time Slashdot reader Elektroschock describes it as the European Commission "stepping up its efforts behind open-source software" Building on President von der Leyen's political guidelines, the initiative will review the Commission's 2020-2023 open-source approach and set out concrete actions to strengthen Europe's open-source ecosystem across key areas such as cloud, AI, cybersecurity and industrial technologies. The strategy will be presented alongside the upcoming Cloud and AI Development Act, forming a broader policy package aimed at reducing strategic dependencies and boosting Europe's digital resilience.
And "In just a few days, over 370 submissions have already been filed, indicating that the issue is touching a nerve across the EU," writes CyberNews.com: "Europe must regain control over its software supply chain to safeguard freedom, security, and innovation," suggests an individual from Slovakia. Similar perspectives appear to be widely shared among respondents...

The document doesn't mention US tech giants specifically, but rather aims to support tech sovereignty and seek "digital solutions that are valid alternatives to proprietary ones...."

"This is not a legislative initiative. The strategy will take the form of a Commission communication. The initiative will set out a general approach and will propose: actions relying on further commitments and an implementation process," the EC explains. Policymakers expect the strategy to help EU member states identify the necessary steps to support national open-source companies and communities.

This week Google "unveiled a set of tools for retailers that helps them roll out AI agents," reports the Wall Street Journal, The new retail AI agents, which help shoppers find their desired items, provide customer support and let people order food at restaurants, are part of what Alphabet-owned Google calls Gemini Enterprise for Customer Experience. Major retailers, including home improvement giant Lowe's, the grocer Kroger and pizza chain Papa Johns say they are already using Google's tools to help prepare for the incoming wave of AI-assisted shopping and ordering...

Kicking off the race among tech giants to get ahead of this shift, OpenAI released its Instant Checkout feature last fall, which lets users buy stuff directly through its chatbot ChatGPT. In January, Microsoft announced a similar checkout feature for its Copilot chatbot. Soon after OpenAI's release last year, Walmart said it would partner with OpenAI to let shoppers buy its products within ChatGPT.
But that's just the beginning, reports the New York Times, with hundreds of start-ups also vying for the attention of retailers: There are A.I. start-ups that offer in-store cameras that can detect a customer's age or gender, robots that manage shelves on their own and headsets that give store workers access to product information in real time... The scramble to exploit artificial intelligence is happening across the retail spectrum, from the highest echelons of luxury goods to the most pragmatic of convenience stores.

7-Eleven said it was using conversational A.I. to hire staff at its convenience stores through an agent named Rita (Recruiting Individuals Through Automation). Executives said that they no longer had to worry about whether applicants would show up to interviews and that the system had reduced hiring time, which had taken two weeks, to less than three days.
The article notes that at the National Retail Federation conference, other companies showing their AI advancements included Applebee's, IHOP, the Vitamin Shoppe, Urban Outfitters, Rag & Bone, Kendra Scott, Michael Kors and Philip Morris.

At the AI safety site Foom, science journalist Mordechai Rorvig explores a paper presented at November's Empirical Methods in Natural Language Processing conference: [R]esearchers at the Swiss Federal Institute of Technology (EPFL), the Massachusetts Institute of Technology (MIT), and Georgia Tech revisited earlier findings that showed that language models, the engines of commercial AI chatbots, show strong signal correlations with the human language network, the region of the brain responsible for processing language... The results lend clarity to the surprising picture that has been emerging from the last decade of neuroscience research: That AI programs can show strong resemblances to large-scale brain regions — performing similar functions, and doing so using highly similar signal patterns.

Such resemblances have been exploited by neuroscientists to make much better models of cortical regions. Perhaps more importantly, the links between AI and cortex provide an interpretation of commercial AI technology as being profoundly brain-like, validating both its capabilities as well as the risks it might pose for society as the first synthetic braintech. "It is something we, as a community, need to think about a lot more," said Badr AlKhamissi, doctoral student in computer science at EPFL and first author of the preprint, in an interview with Foom. "These models are getting better and better every day. And their similarity to the brain [or brain regions] is also getting better — probably. We're not 100% sure about it...."

There are many known limitations with seeing AI programs as models of brain regions, even those that have high signal correlations. For example, such models lack any direct implementations of biochemical signalling, which is known to be important for the functioning of nervous systems. However, if such comparisons are valid, then they would suggest, somewhat dramatically, that we are increasingly surrounded by a synthetic braintech. A technology not just as capable as the human brain, in some ways, but actually made up of similar components.
Thanks to Slashdot reader Gazelle Bay for sharing the article.

An anonymous reader quotes a report from the New York Times: Nearly five million social media accounts belonging to Australian teenagers have been deactivated or removed, a month after a landmark law barring those younger than 16 from using the services took effect, the government said on Thursday. The announcement was the first reported metric reflecting the rollout of the law, which is being closely watched by several other countries weighing whether the regulation can be a blueprint for protecting children from the harms of social media, or a cautionary tale highlighting the challenges of such attempts.

The law required 10 social media platforms, including Instagram, Facebook, Snapchat and Reddit, to prevent users under 16 from accessing their services. Under the law, which came into force in December, failure by the companies to take "reasonable steps" to remove underage users could lead to fines of up to 49.5 million Australian dollars, about $33 million. [...] The number of removed accounts offered only a limited picture of the ban's impact. Many teenagers have said in the weeks since the law took effect that they were able to get around the ban by lying about their age, or that they could easily bypass verification systems.

The regulator tasked with enforcing and tracking the law, the eSafety Commissioner, did not release a detailed breakdown beyond announcing that the companies had "removed access" to about 4.7 million accounts belonging to children under 16. Meta, the parent company of Instagram and Facebook, said this week that it had removed almost 550,000 accounts of users younger than 16 before the ban came into effect. "Change doesn't happen overnight," said Prime Minister Anthony Albanese. "But these early signs show it's important we've acted to make this change."