"California Governor Gavin Newsom has vetoed SB 1047, a high-profile bill that would have regulated the development of AI," reports TechCrunch. The bill "would have made companies that develop AI models liable for implementing safety protocols to prevent 'critical harms'." The rules would only have applied to models that cost at least $100 million and use 10^26 FLOPS (floating point operations, a measure of computation) during training.

SB 1047 was opposed by many in Silicon Valley, including companies like OpenAI, high-profile technologists like Meta's chief AI scientist Yann LeCun, and even Democratic politicians such as U.S. Congressman Ro Khanna. That said, the bill had also been amended based on suggestions by AI company Anthropic and other opponents.

In a statement about today's veto, Newsom said, "While well-intentioned, SB 1047 does not take into account whether an AI system is deployed in high-risk environments, involves critical decision-making or the use of sensitive data. Instead, the.." bill applies stringent standards to even the most basic functions — so long as a large system deploys it. I do not believe this is the best approach to protecting the public from real threats posed by the technology."
"Over the past 30 days, Governor Newsom signed 17 bills covering the deployment and regulation of GenAI technology..." according to a statement from the governor's office, "cracking down on deepfakes, requiring AI watermarking, protecting children and workers, and combating AI-generated misinformation... The Newsom Administration will also immediately engage academia to convene labor stakeholders and the private sector to explore approaches to use GenAI technology in the workplace."

In a separate statement the governor pointed out California " is home to 32 of the world's 50 leading Al companies," and warned that the bill "could give the public a false sense of security about controlling this fast-moving technology. Smaller, specialized models may emerge as equally or even more dangerous than the models targeted by SB 1047 — at the potential expense of curtailing the very innovation that fuels advancement in favor of the public good..."

"While well-intentioned, SB 1047 does not take into account whether an AI system is deployed in high-risk environments, involves critical decision-making or the use of sensitive data. Instead, the bill applies stringent standards to even the most basic functions — so long as a large system deploys it.

"I do not believe this is the best approach to protecting the public from real threats posed by the technology."

Interestingly, the Los Angeles Times reported that the vetoed bill had been supported by Mark Hamill, J.J. Abrams, and "more than 125 Hollywood actors, directors, producers, music artists and entertainment industry leaders" who signed a letter of support. (And that bill also cited the support of "over a hundred current and former employees of OpenAI, Google DeepMind, Anthropic, Meta, and xAI..."

Long-time Slashdot reader AsylumWraith writes: Visual Capitalist has posted an article and graph showing that, on average, 67% of US tech workers would be interested in joining a union.

The percentage is highest at companies like Intuit, with 94% or respondents indicating they'd be interested in joining a union. On the other end of the scale, fewer than half of the employees at Apple, Tesla, and Google, who were surveyed were interested in such a move.

"Dozens of Fortune 100 organizations" have unknowingly hired North Korean IT workers using fake identities, generating revenue for the North Korean government while potentially compromising tech firms, according to Google's Mandiant unit. "In a report published Monday [...], researchers describe a common scheme orchestrated by the group it tracks as UNC5267, which has been active since 2018," reports The Record. "In most cases, the IT workers 'consist of individuals sent by the North Korean government to live primarily in China and Russia, with smaller numbers in Africa and Southeast Asia.'" From the report: The remote workers "often gain elevated access to modify code and administer network systems," Mandiant found, warning of the downstream effects of allowing malicious actors into a company's inner sanctum. [...] Using stolen identities or fictitious ones, the actors are generally hired as remote contractors. Mandiant has seen the workers hired in a variety of complex roles across several sectors. Some workers are employed at multiple companies, bringing in several salaries each month. The tactic is facilitated by someone based in the U.S. who runs a laptop farm where workers' laptops are sent. Remote technology is installed on the laptops, allowing the North Koreans to log in and conduct their work from China or Russia.

Workers typically asked for their work laptops to be sent to different addresses than those listed on their resumes, raising the suspicions of companies. Mandiant said it found evidence that the laptops at these farms are connected to a "keyboard video mouse" device or multiple remote management tools including LogMeIn, GoToMeeting, Chrome Remote Desktop, AnyDesk, TeamViewer and others. "Feedback from team members and managers who spoke with Mandiant during investigations consistently highlighted behavior patterns, such as reluctance to engage in video communication and below-average work quality exhibited by the DPRK IT worker remotely operating the laptops," Mandiant reported.

In several incident response engagements, Mandiant found the workers used the same resumes that had links to fabricated software engineer profiles hosted on Netlify, a platform often used for quickly creating and deploying websites. Many of the resumes and profiles included poor English and other clues indicating the actor was not based in the U.S. One characteristic repeatedly seen was the use of U.S-based addresses accompanied by education credentials from universities outside of North America, frequently in countries such as Singapore, Japan or Hong Kong. Companies, according to Mandiant, typically don't verify credentials from universities overseas. Further reading: How Not To Hire a North Korean IT Spy

Mozilla has been hit with a complaint by EU privacy group noyb, accusing it of violating GDPR by tracking Firefox users by default without their consent. TechCrunch reports: Mozilla calls the feature at issue "Privacy Preserving Attribution" (PPA). But noyb argues this is misdirection. And if EU privacy regulators agree with the complaint the Firefox-maker could be slapped with orders to change tack -- or even face a penalty (the GDPR allows for fines of up to 4% of global revenue). "Contrary to its reassuring name, this technology allows Firefox to track user behaviour on websites," noyb wrote in a press release. "In essence, the browser is now controlling the tracking, rather than individual websites. While this might be an improvement compared to even more invasive cookie tracking, the company never asked its users if they wanted to enable it. Instead, Mozilla decided to turn it on by default once people installed a recent software update. This is particularly worrying because Mozilla generally has a reputation for being a privacy-friendly alternative when most other browsers are based on Google's Chromium."

Another component of noyb's objection is that Mozilla's move "doesn't replace cookies either" -- Firefox simply wouldn't have the market share and power to shift industry practices -- so all it's done is produce another additional way for websites to target ads. [...] The noyb-backed complaint (PDF), which has been filed with the Austrian data protection authority, accuses Mozilla of failing to inform users about the processing of their personal data and of using an opt-out -- rather than an affirmative "opt-in" -- mechanism. The privacy rights group also wants the regulator to order the deletion of all data collected so far. In a statement attributed to Christopher Hilton, its director of policy and corporate communications, Mozilla said that it has only conducted a "limited test" of a PPA prototype on its own websites.While acknowledging poor communication around the effort, the company emphasized that no user data has been collected or shared and expressed its commitment to engaging with stakeholders as it develops the technology further.

The Verge's Emma Roth reports: NotebookLM, Google's AI note-taking app, can now summarize and help you dig deeper into YouTube videos. The new capability works by analyzing the text in a YouTube video's transcript, including autogenerated ones. Once you add a YouTube link to NotebookLM, it will use AI to provide a brief summary of key topics discussed in the transcript. You can then click on these topics to get more detailed information as well as ask questions. (If you're struggling to come up with something to ask, NotebookLM will suggest some questions.)

After clicking on some of the topics, I found that NotebookLM backs up the information provided in its chat window with a citation that links you directly to the point in the transcript where it's mentioned. You can also create an Audio Overview based on the content, which is a podcast-style discussion hosted by AI. I found that the feature worked on most of the videos I tried, except for ones published within the past two days or so. [...] In addition to adding support for YouTube videos, Google announced that NotebookLM now supports audio recordings as well, allowing you to search transcribed conversations for certain information and create study guides.

Google has restricted the creation of new accounts for Russian users, state news agencies cited Russia's digital ministry as saying on Thursday. Reuters: Google has been under pressure in Russia for several years, particularly for not taking down content Moscow considers illegal and for blocking the YouTube channels of Russian media and public figures since Moscow's invasion of Ukraine. "The ministry confirms that Google has restricted the creation of new accounts," Interfax quoted the digital ministry as saying. "Telecom operators have also recorded a significant reduction in the number of SMS messages sent by the company to Russian users."

An anonymous reader shares a report: Google Maps is reeling in business pages engaging in fake reviews, and highlighting such activity to its users. Google will now impose restrictions against business profiles that violate the search giant's Fake Engagement policy, such as temporarily removing reviews, blocking new reviews or ratings, and displaying a warning message on profiles that have had fake reviews deleted.

The business profile restrictions were introduced in the UK earlier this year, but Search Engine Roundtable notes that the support page was updated in mid-September to seemingly apply globally. For the moment, however, only users in the UK are seeing the business warnings.

An anonymous reader quotes a report from TechCrunch: Meta CEO Mark Zuckerberg announced updates to the company's Ray-Ban Meta smart glasses at Meta Connect 2024 on Wednesday. [...] Meta says its smart glasses will soon have real-time AI video capabilities, meaning you can ask the Ray Ban Meta glasses questions about what you're seeing in front of you, and Meta AI will verbally answer you in real time. Currently, the Ray-Ban Meta glasses can only take a picture and describe that to you or answer questions about it, but the video upgrade should make the experience more natural, in theory at least. These multimodal features are slated to come later this year. In a demo, users could ask Ray-Ban Meta questions about a meal they were cooking, or city scenes taking place in front of them. The real-time video capabilities mean that Meta's AI should be able to process live action and respond in an audible way. This is easier said than done, however, and we'll have to see how fast and seamless the feature is in practice. We've seen demonstrations of these real-time AI video capabilities from Google and OpenAI, but Meta would be the first to launch such features in a consumer product.

Zuckerberg also announced live language translation for Ray-Ban Meta. English speaking users can talk to someone speaking French, Italian, or Spanish, and their Ray-Ban Meta glasses should be able to translate what the other person is saying into their language of choice. Meta says this feature is coming later this year and will include more language later on. The Ray-Ban Meta glasses are getting reminders, which will allow people to ask Meta AI to remind them about things they look at through the smart glasses. In a demo, a user asked their Ray-Ban Meta glasses to remember a jacket they were looking at, so they could share the image with a friend later on. Meta announced that integrations with Amazon Music, Audible, and iHeart are coming to its smart glasses. This should make it easier for people to listen to music on their streaming service of choice using the glasses' built-in speakers. The Ray-Ban Meta glasses will also gain the ability to scan QR codes or phone numbers from the glasses. Users can ask the glasses to scan something, and the QR code will immediately open on the person's phone with no further action required. Zuckerberg also unveiled the company's prototype AR glasses codenamed Orion, which feature a 70-degree field of view, Micro LED projectors, and silicon carbide lenses that beam graphics directly into the wearer's eyes.

Meta unveiled prototype AR glasses codenamed Orion on Wednesday, featuring a 70-degree field of view, Micro LED projectors, and silicon carbide lenses that beam graphics directly into the wearer's eyes. In an interview with The Verge, CEO Mark Zuckerberg demonstrated the device's capabilities, including ingredient recognition, holographic gaming, and video calling, controlled by a neural wristband that interprets hand gestures through electromyography.

Despite technological advances, Meta has shelved Orion's commercial release, citing manufacturing complexities and costs reaching $10,000 per unit, primarily due to difficulties in producing the silicon carbide lenses. The company now aims to launch a refined, more affordable version in coming years, with executives hinting at a price comparable to high-end smartphones and laptops.

Zuckerberg views AR glasses as critical to Meta's future, potentially freeing the company from its reliance on smartphone platforms controlled by Apple and Google. The push into AR hardware comes as tech giants and startups intensify competition in the space, with Apple launching Vision Pro and Google partnering with Magic Leap and Samsung on headset development.

Alphabet unit Google filed a complaint to the European Commission on Wednesday against what it said were Microsoft's anti-competitive practices to lock customers into Microsoft's cloud platform Azure. From a report: Google, whose biggest cloud computing rivals are Microsoft and Amazon Web Services, said Microsoft was exploiting its dominant Windows Server operating system to prevent competition. Google Cloud Vice President Amit Zavery told a briefing that Microsoft made customers pay a 400% mark-up to keep running Windows Server on rival cloud computing operators. This did not apply if they used Azure. Users of rival cloud systems would also get later and more limited security updates, Zavery said.

Google pointed to a 2023 study by cloud services organization CISPE which found that European businesses and public sector bodies were paying up to 1 billion euros ($1.12 billion) per year on Microsoft licensing penalties. Microsoft in July clinched a 20-million-euro deal to settle an antitrust complaint about its cloud computing licensing practices with CISPE, averting an EU investigation. However, the settlement did not include Amazon Web Services, Google Cloud Platform and AliCloud, prompting criticism from the first two companies.

At a time when tech companies are paying eye-popping sums to hire the best minds in artificial intelligence, Google's deal to rehire Noam Shazeer has left others in the dust. From a report: A co-author of a seminal research paper that kicked off the AI boom, Shazeer quit Google in 2021 to start his own company after the search giant refused to release a chatbot he developed. When that startup, Character.AI, began to flounder, his old employer swooped in.

Google wrote Character a check for around $2.7 billion, according to people with knowledge of the deal. The official reason for the payment was to license Character's technology. But the deal included another component: Shazeer agreed to work for Google again. Within Google, Shazeeer's return is widely viewed as the primary reason the company agreed to pay the multibillion-dollar licensing fee. The arrangement has thrust him into the middle of a debate in Silicon Valley about whether tech giants are overspending in the race to develop cutting-edge AI, which some believe will define the future of computing.

An anonymous reader quotes a report from TechCrunch: Microsoft today revealed Correction, a service that attempts to automatically revise AI-generated text that's factually wrong. Correction first flags text that may be erroneous -- say, a summary of a company's quarterly earnings call that possibly has misattributed quotes -- then fact-checks it by comparing the text with a source of truth (e.g. uploaded transcripts). Correction, available as part of Microsoft's Azure AI Content Safety API (in preview for now), can be used with any text-generating AI model, including Meta's Llama and OpenAI's GPT-4o.

"Correction is powered by a new process of utilizing small language models and large language models to align outputs with grounding documents," a Microsoft spokesperson told TechCrunch. "We hope this new feature supports builders and users of generative AI in fields such as medicine, where application developers determine the accuracy of responses to be of significant importance." Experts caution that this tool doesn't address the root cause of hallucinations. "Microsoft's solution is a pair of cross-referencing, copy-editor-esque meta models designed to highlight and rewrite hallucinations," reports TechCrunch. "A classifier model looks for possibly incorrect, fabricated, or irrelevant snippets of AI-generated text (hallucinations). If it detects hallucinations, the classifier ropes in a second model, a language model, that tries to correct for the hallucinations in accordance with specified 'grounding documents.'"

Os Keyes, a PhD candidate at the University of Washington who studies the ethical impact of emerging tech, has doubts about this. "It might reduce some problems," they said, "But it's also going to generate new ones. After all, Correction's hallucination detection library is also presumably capable of hallucinating." Mike Cook, a research fellow at Queen Mary University specializing in AI, added that the tool threatens to compound the trust and explainability issues around AI. "Microsoft, like OpenAI and Google, have created this issue where models are being relied upon in scenarios where they are frequently wrong," he said. "What Microsoft is doing now is repeating the mistake at a higher level. Let's say this takes us from 90% safety to 99% safety -- the issue was never really in that 9%. It's always going to be in the 1% of mistakes we're not yet detecting."

Tony Isaac shares a report from WOSU Public Media: Silicon Valley has the reputation of being the birthplace of our hyper-connected Internet age, the hub of companies such as Apple, Google and Facebook. However, a pioneering company here in central Ohio is responsible for developing and popularizing many of the technologies we take for granted today. A listener submitted a question to WOSU's Curious Cbus series wanting to know more about the legacy of CompuServe and what it meant to go online before the Internet. That legacy was recently commemorated by the Ohio History Connection when they installed a historical marker in Upper Arlington -- near the corner of Arlington Center and Henderson roads -- where the company located its computer center and corporate building in 1973. The plaque explains that CompuServe was "the first major online information service provider," and that its subscribers were among the first to have access to email, online newspapers and magazines and the ability to share and download files. CompuServe, founded in 1969 in Ohio as a subsidiary of Golden United Life Insurance, began as a computer time-sharing service for businesses. In 1979, it launched an online service for consumers, partnering with RadioShack since they "were key in reaching early computer users."

Acquired by H&R Block in 1980, CompuServe became a leader in digital innovations like email, online newspapers, and chat forums, with The Columbus Dispatch becoming the first online newspaper. "... it turned out that what was most popular is not reading reliable news sources, but just shooting the breeze with your friends or arguing with strangers over politics," said former tech journalist and early Compuserve user Dylan Tweney.

Despite competing with Prodigy and AOL through the 1990s, CompuServe struggled with the rise of the internet. AOL acquired the company in 1997, but CompuServe remains a digital pioneer for fostering online communities. "For a lot of people, CompuServe was a connection to the world and their first introduction to the idea that their computer could be more than a computer," said Tweney. "It was a communications device, an information device."

An anonymous reader quotes a report from Ars Technica: California Gov. Gavin Newsom vetoed a bill that would have required makers of web browsers and mobile operating systems to let consumers send opt-out preference signals that could limit businesses' use of personal information. The bill approved by the State Legislature last month would have required an opt-out signal "that communicates the consumer's choice to opt out of the sale and sharing of the consumer's personal information or to limit the use of the consumer's sensitive personal information." It would have made it illegal for a business to offer a web browser or mobile operating system without a setting that lets consumers "send an opt-out preference signal to businesses with which the consumer interacts."

In a veto message (PDF) sent to the Legislature Friday, Newsom said he would not sign the bill. Newsom wrote that he shares the "desire to enhance consumer privacy," noting that he previously signed a bill "requir[ing] the California Privacy Protection Agency to establish an accessible deletion mechanism allowing consumers to request that data brokers delete all of their personal information." But Newsom said he is opposed to the new bill's mandate on operating systems. "I am concerned, however, about placing a mandate on operating system (OS) developers at this time," the governor wrote. "No major mobile OS incorporates an option for an opt-out signal. By contrast, most Internet browsers either include such an option or, if users choose, they can download a plug-in with the same functionality. To ensure the ongoing usability of mobile devices, it's best if design questions are first addressed by developers, rather than by regulators. For this reason, I cannot sign this bill." Vetoes can be overridden with a two-thirds vote in each chamber. The bill was approved 59-12 in the Assembly and 31-7 in the Senate. But the State Legislature hasn't overridden a veto in decades. "It's troubling the power that companies such as Google appear to have over the governor's office," said Justin Kloczko, tech and privacy advocate for Consumer Watchdog, a nonprofit group in California. "What the governor didn't mention is that Google Chrome, Apple Safari and Microsoft Edge don't offer a global opt-out and they make up for nearly 90 percent of the browser market share. That's what matters. And people don't want to install plug-ins. Safari, which is the default browsers on iPhones, doesn't even accept a plug-in."

Google is getting ready to show off updated Street View imagery in nearly 80 countries. The Verge: In a now-removed blog post seen by The Verge, Google announced that the new images are coming to countries like Australia, Brazil, Denmark, Japan, the Philippines, Rwanda, Serbia, South Africa, and more. Google is also bringing Street View to a handful of countries where it's never been available, including Bosnia, Namibia, Lichtenstein, and Paraguay. The company said its more portable Street View camera, which launched in 2022, will help offer images of "even more places in the future."

Google Maps and Google Earth are getting sharper satellite imagery as well, thanks to the company's cloud-removal AI tool that takes out clouds, shadows, haze, and mist. This should result in "brighter, more vibrant" images, according to Google.

An anonymous reader quotes a report from TechCrunch: With the perennial tensions between proprietary and open source software (OSS) unlikely to end anytime soon, a $3 billion startup is throwing its weight behind a new licensing paradigm -- one that's designed to bridge the open and proprietary worlds, replete with new definition, terminology, and governance model. Developer software company Sentry recently introduced a new license category dubbed "fair source." Sentry is an initial adopter, as are some half dozen others, including GitButler, a developer tooling company from one of GitHub's founders. The fair source concept is designed to help companies align themselves with the "open" software development sphere, without encroaching into existing licensing landscapes, be that open source, open core, or source-available, and while avoiding any negative associations that exist with "proprietary." However, fair source is also a response to the growing sense that open source isn't working out commercially.

"Open source isn't a business model -- open source is a distribution model, it's a software development model, primarily," Chad Whitacre, Sentry's head of open source, told TechCrunch. "And in fact, it places severe limits on what business models are available, because of the licensing terms." Sure, there are hugely successful open source projects, but they are generally components of larger proprietary products. Businesses that have flown the open source flag have mostly retreated to protect their hard work, moving either from fully permissive to a more restrictive "copyleft" license, as the likes of Element did last year and Grafana before it, or ditched open source altogether as HashiCorp did with Terraform. "Most of the world's software is still closed source," Whitacre added. "Kubernetes is open source, but Google Search is closed. React is open source, but Facebook Newsfeed is closed. With fair source, we're carving a space for companies to safely share not just these lower-level infrastructure components, but share access to their core product." Further reading: As Companies Try 'Open Source Rug Pull', Open Source Foundations Considered Helpful

Ars Technica's Dan Goodin reports: Five years ago, researchers made a grim discovery -- a legitimate Android app in the Google Play market that was surreptitiously made malicious by a library the developers used to earn advertising revenue. With that, the app was infected with code that caused 100 million infected devices to connect to attacker-controlled servers and download secret payloads. Now, history is repeating itself. Researchers from the same Moscow, Russia-based security firm reported Monday that they found two new apps, downloaded from Play 11 million times, that were infected with the same malware family. The researchers, from Kaspersky, believe a malicious software developer kit for integrating advertising capabilities is once again responsible. [...]

The researchers found Necro in two Google Play apps. One was Wuta Camera, an app with 10 million downloads to date. Wuta Camera versions 6.3.2.148 through 6.3.6.148 contained the malicious SDK that infects apps. The app has since been updated to remove the malicious component. A separate app with roughly 1 million downloads -- known as Max Browser -- was also infected. That app is no longer available in Google Play. The researchers also found Necro infecting a variety of Android apps available in alternative marketplaces. Those apps typically billed themselves as modified versions of legitimate apps such as Spotify, Minecraft, WhatsApp, Stumble Guys, Car Parking Multiplayer, and Melon Sandbox. People who are concerned they may be infected by Necro should check their devices for the presence of indicators of compromise listed at the end of this writeup.

An anonymous reader shares a report: YouTube Premium users around the world woke up to bad news today. In over a dozen countries, the price of YouTube Premium individual and family plans increased significantly. This is only the most recent sweep of price increases from Google, as many countries saw price jumps only months ago, with the United States being one of them last summer. Impacted countries include Ireland, Netherlands, Italy, Belgium, UAE, Switzerland, Malaysia, Saudi Arabia, Indonesia, Colombia, Thailand, Singapore, Norway, Sweden, Czech Republic, and Denmark. The prices have gone up by as early as 40%.

Nature published an introduction to running an LLM locally, starting with the example of a bioinformatician who's using AI to generate readable summaries for his database of immune-system protein structures. "But he doesn't use ChatGPT, or any other web-based LLM." He just runs the AI on his Mac... Two more recent trends have blossomed. First, organizations are making 'open weights' versions of LLMs, in which the weights and biases used to train a model are publicly available, so that users can download and run them locally, if they have the computing power. Second, technology firms are making scaled-down versions that can be run on consumer hardware — and that rival the performance of older, larger models. Researchers might use such tools to save money, protect the confidentiality of patients or corporations, or ensure reproducibility... As computers get faster and models become more efficient, people will increasingly have AIs running on their laptops or mobile devices for all but the most intensive needs. Scientists will finally have AI assistants at their fingertips — but the actual algorithms, not just remote access to them.
The article's list of small open-weights models includes Meta's Llama, Google DeepMind's Gemma, Alibaba's Qwen, Apple's DCLM, Mistral's NeMo, and OLMo from the Allen Institute for AI. And then there's Microsoft: Although the California tech firm OpenAI hasn't open-weighted its current GPT models, its partner Microsoft in Redmond, Washington, has been on a spree, releasing the small language models Phi-1, Phi-1.5 and Phi-2 in 2023, then four versions of Phi-3 and three versions of Phi-3.5 this year. The Phi-3 and Phi-3.5 models have between 3.8 billion and 14 billion active parameters, and two models (Phi-3-vision and Phi-3.5-vision) handle images1. By some benchmarks, even the smallest Phi model outperforms OpenAI's GPT-3.5 Turbo from 2023, rumoured to have 20 billion parameters... Microsoft used LLMs to write millions of short stories and textbooks in which one thing builds on another. The result of training on this text, says Sébastien Bubeck, Microsoft's vice-president for generative AI, is a model that fits on a mobile phone but has the power of the initial 2022 version of ChatGPT. "If you are able to craft a data set that is very rich in those reasoning tokens, then the signal will be much richer," he says...

Sharon Machlis, a former editor at the website InfoWorld, who lives in Framingham, Massachusetts, wrote a guide to using LLMs locally, covering a dozen options.
The bioinformatician shares another benefit: you don't have to worry about the company updating their models (leading to different outputs). "In most of science, you want things that are reproducible. And it's always a worry if you're not in control of the reproducibility of what you're generating."

And finally, the article reminds readers that "Researchers can build on these tools to create custom applications..." Whichever approach you choose, local LLMs should soon be good enough for most applications, says Stephen Hood, who heads open-source AI at the tech firm Mozilla in San Francisco. "The rate of progress on those over the past year has been astounding," he says. As for what those applications might be, that's for users to decide. "Don't be afraid to get your hands dirty," Zakka says. "You might be pleasantly surprised by the results."

First released on July 11th, the Firefox-based Zen browser is "taking a different approach to the user interface," according to the blog It's FOSS.

The Register says the project "reminds us strongly of Arc, a radical Chromium-based web browser... to modernize the standard web browser UI by revising some fundamental assumptions." [Arc] removes the URL bar from front and center, gets rid of the simple flat list of tabs, and so on. Zen is trying to do some similar things, but in a slightly more moderate way — and it's doing it on the basis of Mozilla's Firefox codebase... Instead of the tired old horizontal tab bar you'll see in both Firefox and Chrome, Zen implements its own tab bar... By default, this tab bar is narrow and just shows page icons — but there are some extra controls at the bottom of the sidebar, one of which expands the sidebar to show page titles too. For us, it worked better than Vivaldi's fancier sidebar.
The article concludes it's "a new effort to modernize web browsing by bringing tiling, workspaces, and so on — and it's blissfully free of Google code." One Reddit comment swooned over Zen's "extraordinary" implementation of a distraction-free "Compact Mode" (hiding things like the sidebar and top bar). And It's Foss described it as a "tranquil," browser, "written using CSS, C++, JavaScript, and a few other programming languages, with a community of over 30 people contributing to it." The layout of the interface felt quite clean to me; there were handy buttons on the top to control the webpage, manage extensions, and a menu with additional options... The split-view functionality allows you to open up two different tabs on the same screen, allowing for easy multitasking when working across different webpages... I split two tabs, but in my testing, I could split over 10+ tabs... If you have a larger monitor, then you are in for a treat...

The Zen Sidebar feature... can run web apps alongside any open tabs. This can be helpful in situations where you need to quickly access a service like a note-taking app, Wikipedia, Telegram, and others.

On the customization side of things, you will find that Zen Browser supports everything that Firefox does, be it the settings, adding new extensions/themes/plugins, etc.
The Register points out it's easy to give it a try. "Being based on Firefox means that as well as running existing extensions, it can connect to Mozilla's Sync service and pick up not just your bookmarks, but also your tabs from other instances."

And beyond all that, "There's just something satisfying about switching browsers every now and again..." argues the tech site Pocket-Lint: Zen Browser's vertical tabs layout is superb and feels much better than anything available in standard Firefox. [Firefox recently offered vertical tabs and a new sidebar experience in Nightly/Firefox Labs 131.] The tab bar can be set to automatically hide and show up whenever you hover near it, and it also contains quick access buttons to bookmarks, settings, and browsing history. The tab bar also contains a profile switcher...

One of the greatest parts of the Zen Browser is the community that has popped up around it. At its heart, Zen Browser is a community-driven project... Zen Browser themes are aesthetic and functional tweaks to the UI. While there aren't a ton available right now, the ones that are show a lot of promise for the browser's future... I've personally gotten great use out of the Super URL Bar theme, which makes your URL bar expand and become the focus of your screen while typing in it... There's a lot you can do to make Zen Browser feel nearly exactly like what you want it to feel like.
The "Business Standard calls it "an open-source alternative to Chromium-based browsers," adding "Where Zen truly shines is it offers a range of customisation, tab management, and workspace management..." Their theme store offers a range of options, including modifications to the bookmark toolbar, a floating URL bar, private mode theming, and removal of browser padding. In addition to these, users can also choose from custom colour schemes and built-in theming options... The Sidebar is another neat feature which allows you to open tabs in a smaller, smartphone-sized window. You can view websites in mobile layout by using this panel.
It's "focused on being always at the latest version of Firefox," according to its official site, noting that Firefox is known for its security features. But then, "We also have additional security features like https only built into Zen Browser to help keep you safe online." And it also promises automated Releases "to ensure security."

It's FOSS adds that you can get Zen Browser for Linux, Windows, and macOS from its official website (adding "They also offer it on the Flathub store for further accessibility on Linux.")

And its source code is available on GitHub.