Paul Kinlan, who leads the Chrome and the Open Web Developer Relations team at Google, asks and answers the question (with a no.): Frameworks are abstractions over a platform designed for people and teams to accelerate their teams new work and maintenance while improving the consistency and quality of the projects. They also frequently force a certain type of structure and architecture to your code base. This isn't a bad thing, team productivity is an important aspect of any software. I'm of the belief that software development is entering a radical shift that is currently driven by agents like Replit's and there is a world where a person never actually has to manipulate code directly anymore. As I was making broad and sweeping changes to the functionality of the applications by throwing the Agent a couple of prompts here and there, the software didn't seem to care that there was repetition in the code across multiple views, it didn't care about shared logic, extensibility or inheritability of components... it just implemented what it needed to do and it did it as vanilla as it could. I was just left wondering if there will be a need for frameworks in the future? Do the architecture patterns we've learnt over the years matter? Will new patterns for software architecture appear that favour LLM management?

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Apple executives have defended the relocation of the power button to the bottom of its new M4 Mac mini, citing the computer's significantly reduced size as the driving factor behind the design change. In a Bilibili video interview, Apple's Greg Joswiak and John Ternus explained that the Mac mini's form factor, now half the size of its predecessor, necessitated finding a new position for the power button. The executives said that the bottom placement allows for convenient access despite initial user criticism.

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OpenAI's latest large language model, known internally as Orion, has fallen short of performance targets, marking a broader slowdown in AI advancement across the industry's leading companies, according to Bloomberg, corroborating similar media stories in recent days. The model, which completed initial training in September, showed particular weakness in novel coding tasks and failed to demonstrate the same magnitude of improvement over its predecessor as GPT-4 achieved over GPT-3.5, the publication reported Wednesday. Google's upcoming Gemini software and Anthropic's Claude 3.5 Opus are facing similar challenges. Google's project is not meeting internal benchmarks, while Anthropic has delayed its model's release, Bloomberg said. Industry insiders cited by the publication pointed to growing scarcity of high-quality training data and mounting operational costs as key obstacles. OpenAI's Orion specifically struggled due to insufficient coding data for training, the report said. OpenAI has moved Orion into post-training refinement but is unlikely to release the system before early 2024. The report adds: [...] AI companies continue to pursue a more-is-better playbook. In their quest to build products that approach the level of human intelligence, tech firms are increasing the amount of computing power, data and time they use to train new models -- and driving up costs in the process. Amodei has said companies will spend $100 million to train a bleeding-edge model this year and that amount will hit $100 billion in the coming years. As costs rise, so do the stakes and expectations for each new model under development. Noah Giansiracusa, an associate professor of mathematics at Bentley University in Waltham, Massachusetts, said AI models will keep improving, but the rate at which that will happen is questionable. "We got very excited for a brief period of very fast progress," he said. "That just wasn't sustainable." Further reading: OpenAI and Others Seek New Path To Smarter AI as Current Methods Hit Limitations.

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An anonymous reader quotes a report from The Register: Royal assent was granted to two right to repair bills last week that amend Canada's Copyright Act to allow the circumvention of technological protection measures (TPMs) if this is done for the purposes of "maintaining or repairing a product, including any related diagnosing," and "to make the program or a device in which it is embedded interoperable with any other computer program, device or component." The pair of bills allow device owners to not only repair their own stuff regardless of how a program is written to prevent such non-OEM measures, but said owners can also make their devices work with third-party components without needing to go through the manufacturer to do so. Bills C-244 (repairability) and C-294 (interoperability) go a long way toward advancing the right to repair in Canada and, as iFixit pointed out, are the first federal laws anywhere that address how TPMs restrict the right to repair -- but they're hardly final. TPMs can take a number of forms, from simple administrative passwords to encryption, registration keys, or even the need for a physical object like a USB dongle to unlock access to copyrighted components of a device's software. Most commercially manufactured devices with proprietary embedded software include some form of TPM, and neither C-244 nor C-294 place any restrictions on the use of such measures by manufacturers. As iFixit points out, neither Copyright Act amendments do anything to expand access to the tools needed to circumvent TPMs. That puts Canadians in a similar position to US repair advocates, who in 2021 saw the US Copyright Office loosen DMCA restrictions to allow limited repairs of some devices despite TPMs, but without allowing access to the tools needed to do so. [...] Canadian Repair Coalition co-founder Anthony Rosborough said last week that the new repairability and interoperability rules represent considerable progress, but like similar changes in the US, don't actually amount to much without the right to distribute tools. "New regulations are needed that require manufacturers and vendors to ensure that products and devices are designed with accessibility of repairs in mind," Rosborough wrote in an op-ed last week. "Businesses need to be able to carry out their work without the fear of infringing various intellectual property rights."

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A new analysis of data from NASA's Voyager 2 mission reveals that the planet Uranus and its five largest moons might harbor subsurface oceans and potential conditions for life. The BBC reports: Much of what we know about them was gathered by Nasa's Voyager 2 spacecraft which visited nearly 40 years ago. But a new analysis shows that Voyager's visit coincided with a powerful solar storm, which led to a misleading idea of what the Uranian system is really like. [...] So, for 40 years we have had an incorrect view of what Uranus and its five largest moons are normally like, according to Dr William Dunn of University College London. "These results suggest that the Uranian system could be much more exciting than previously thought. There could be moons there that could have the conditions that are necessary for life, they might have oceans below the surface that could be teeming with fish!". It has been nearly 40 years since Voyager 2 last flew past the icy world and its moons. Nasa has plans to launch a new mission, the Uranus Orbiter and Probe, to go back for a closer look in 10 years' time. According to Nasa's Dr Jamie Jasinski, whose idea it was to re-examine the Voyager 2 data, the mission will need to take his results into account when designing its instruments and planning the scientific survey. "Some of the instruments for the future spacecraft are very much being designed with ideas from what we learned from Voyager 2 when it flew past the system when it was experiencing an abnormal event. So we need to rethink how exactly we are going to design the instruments on the new mission so that we can best capture the science we need to make discoveries." Nasa's Uranus probe is expected to arrive by 2045, which is when scientists hope to find out whether these far-flung icy moons, once thought of as being dead worlds, might have the possibility of being home to life. The findings have been published in the journal Nature Astronomy.

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Longtime Slashdot reader thephydes writes: The hearing will go ahead on November 13 at 11:30 ET (16:30 GMT). Apparently, it will "further pull back the curtain on secret UAP research programs conducted by the U.S. government, and undisclosed findings they have yielded," according to a House statement. It's driven by two republicans, Nancy Mace (R-S.C.) and Glenn Grothman (R-Wis.), who say: "Americans deserve to understand what the government has learned about UAP sightings, and the nature of any potential threats these phenomena pose. We can only ensure that understanding by providing consistent, systemic transparency. We look forward to hearing from expert witnesses on ways to shed more light and bring greater accountability to this issue." "Expert witnesses in the hearing will include Luis Elizondo, a decorated former counterintelligence officer who has claimed for years that the U.S. government is hiding knowledge of UAP, including materials recovered from crashed flying saucers," reports Space.com. "The House hearing will also include Tim Gallaudet, a retired U.S. Navy Rear Admiral who unidentified submersible objects, arguing that 'these underwater anomalies jeopardize US maritime security.'" "Other speakers at the hearing include journalist Michael Shellenberger, who has also claimed the U.S. government is hiding UFO crash retrieval programs, and former NASA Associate Administrator of Space Policy and Partnerships Michael Gold, who is a member of NASA's independent UAP study team."

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Alicia recently inherited a whole suite of home-grown enterprise applications. Like a lot of these kinds of systems, it needs to do batch processing. She went tracking down a mysterious IllegalStateException only to find this query causing the problem:

select * from data_import where id > 10000

The query itself is fine, but the code calling it checks to see if this query returned any rows- if it did, the code throws the IllegalStateException.

First, of course, this should be a COUNT(*) query- no need to actually return rows here. But also… what? Why do we fail if there are any transactions with an ID greater than 10000? Why on Earth would we care?

Well, the next query it runs is this:

update data_import set id=id+10000

Oh. Oh no. Oh nooooo. Are they… are they using the ID to also represent some state information about the status of the record? It sure seems like it!

The program then starts INSERTing data, using a counter which starts at 1. Once all the new data is added, the program then does:

delete from data_import where id > 10000

All this is done within a single method, with no transactions and no error handling. And yes, this is by design. You see, if anything goes wrong during the inserts, then the old records don't get deleted, so we can see that processing failed and correct it. And since the IDs are sequential and always start at 1, we can easily find which row caused the problem. Who needs logging or any sort of exception handling- just check your IDs.

The underlying reason why this started failing was because the inbound data started trying to add more than 10,000 rows, which meant the INSERTs started failing (since we already had rows there for this). Alicia wanted to fix this and clean up the process, but too many things depended on it working in this broken fashion. Instead, her boss implemented a quick and easy fix: they changed "10000" to "100000".

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An anonymous reader quotes a report from NBC News: Former Massachusetts Air National Guard member Jack Teixeira was sentenced Tuesday to 15 years for stealing classified information from the Pentagon and sharing it online, the U.S. Attorney for Massachusetts announced. Teixeira received the sentence before Judge Indira Talwani in U.S. District Court for the District of Massachusetts. In March, the national guardsman pleaded guilty to six counts of willful retention and transmission of national defense information under the Espionage Act. He was arrested by the FBI in North Dighton, Massachusetts, in April 2023 and has been in federal custody since mid-May 2023. According to court documents, Teixeira transcribed classified documents that he then shared on Discord, a social media platform mostly used by online gamers. He began sharing the documents in or around 2022. A document he was accused of leaking included information about providing equipment to Ukraine, while another included discussions about a foreign adversary's plot to target American forces abroad, prosecutors said. [...] While the documents were discovered online in March 2023, Teixeira had been sharing them online since January of that year, according to prosecutors.

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"Researchers at the University of Texas have unveiled a new thermal interface material that could revolutionize cooling, outperforming top liquid metal solutions by up to 72% in heat dissipation," writes Slashdot reader jjslash. "This breakthrough not only improves energy efficiency but also enables higher-density data center setups, cutting cooling costs and energy usage significantly." TechSpot reports: Thanks to a mechanochemically engineered combination of the liquid metal alloy Galinstan and ceramic aluminum nitride, this thermal interface material, or TIM, outperformed the best commercial liquid metal cooling products by a staggering 56-72% in lab tests. It allowed dissipation of up to 2,760 watts of heat from just a 16 square centimeter area. The material pulls this off by bridging the gap between the theoretical heat transfer limits of these materials and what's achieved in real products. Through mechanochemistry, the liquid metal and ceramic ingredients are mixed in an extremely controlled way, creating gradient interfaces that heat can flow across much more easily. Beyond just being better at cooling, the researchers claim that the higher performance reduces the energy needed to run cooling pumps and fans by up to 65%. It also unlocks the ability to cram more heat-generating processors into the same space without overheating issues. [...] As for how you can get your hands on the material: it's yet to make it out of the labs. The UT team has so far only tested it successfully at small scales but is now working on producing larger batches to put through real-world trials with data center partners. The material has been detailed in a paper published in the journal Nature Nanotechnology.

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If you have Spotify's soon-to-be-bricked Car Thing, there are a few ways you can give it a new lease on life. YouTuber Dammit Jeff has showcased modifications to Car Thing that makes the device useful as a desktop music controller, customizable shortcut tool, or a simple digital clock. Ars Technica's Kevin Purdy reports: Spotify had previously posted the code for its uboot and kernel to GitHub, under the very unassuming name "spsgsb" and with no announcement (as discovered by Josh Hendrickson). Jeff has one idea why the streaming giant might not have made much noise about it: "The truth is, this thing isn't really great at running anything." It has half a gigabyte of memory, 4GB of internal storage, and a "really crappy processor" (Amlogic S905D2 SoC) and is mostly good for controlling music. How do you get in? The SoC has a built-in USB "burning mode," allowing for a connected computer, running the right toolkit, to open up root access and overwrite its firmware. Jeff has quite a few issues getting connected (check his video description for some guidance), but it's "drag and drop" once you're in. Jeff runs through a few of the most popular options for a repurposed Car Thing: - DeskThing, which largely makes Spotify desk-friendly, but adds a tiny app store for weather (including Jeff's own WeatherWave), clocks, and alternate music controls - GlanceThing, which keeps the music controls but also provides some Stream-Deck-like app-launching shortcuts for your main computer. - Nocturne, currently invite-only, is a wholly redesigned Spotify interface that restores all its Spotify functionality.

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An anonymous reader quotes a report from BleepingComputer: VMware has announced that its VMware Fusion and VMware Workstation desktop hypervisors are now free to everyone for commercial, educational, and personal use. In May, the company also made VMware Workstation Pro and Fusion Pro free for personal use, allowing students and home users to set up virtualized test labs and experiment with other OSs by running virtual machines and Kubernetes clusters on Windows, Linux, and macOS devices. Starting this week, the Pro versions and the two products will no longer be available under a paid subscription model. "Effective immediately, both VMware Fusion and VMware Workstation will transition away from the paid subscription model, meaning you can now utilize these tools without any cost. The paid versions of these offerings -- Workstation Pro and Fusion Pro -- are no longer available for purchase," said Broadcom product marketing director Himanshu Singh. "If you're currently under a commercial contract, you can rest easy knowing that your agreement will remain in effect until the end of your term. You will continue to receive the full level of service and enterprise-grade support as per your contract." While the free versions will include all the features available in the paid products, Broadcom will no longer provide users with support ticketing for troubleshooting. Broadcom plans to continue developing new features and improvements and ensure that updates are rolled out promptly. "We're actively investing in new features, usability improvements, and other valuable enhancements," Singh added. "Our engineering teams are committed to maintaining our high standards for stability, with timely updates and reliable performance." You can download VMware Fusion and VMware Workstation here (sign-in required).

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A new update is rolling out that automatically starts Microsoft's Edge browser and prompts users to import their Chrome tabs -- a move that has sparked criticism over its invasive tactics to encourage Edge adoption. The Verge's Tom Warren reports: My colleague Richard Lawler noticed that Edge started automatically on his PC last week at boot and offered up a new prompt to "enhance your browsing experience." The pop-up has a "bring over your data from other browsers regularly" option ticked by default, and encourages people to confirm and continue with a big blue button. If you want to dismiss this prompt there's a tiny white X button that looks similar to the sparkles Microsoft is using in the background of the prompt. If you simply hit confirm and continue then Microsoft Edge will import your Chrome data and continually import your tabs if you have Chrome set as default. The prompt seems to mainly appear on PCs with Chrome installed, suggesting that Microsoft is once again targeting Chrome users. Microsoft confirmed the new "feature" to The Verge. "This is a notification giving people the choice to import data from other browsers," explains Microsoft spokesperson Caitlin Roulston. "There is an option to turn it off."

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The genetic testing company 23andMe announced it will cut 40% of its workforce, or 200 jobs, and halt the work on therapies it was developing. As the BBC notes, the company is fighting for survival after hackers gained access to personal information of millions of its users, causing the stock to crater by more than 70%. All seven of its independent directors also resigned in September, following a protracted negotiation with founder and Chief Executive Anne Wojcicki over her plan to take the company private. The BBC reports: On Tuesday, the company warned investors of "substantial doubt" about its ability to continue operating, as it reported that revenue had fallen to $44 million between July and September compared to $50 million in the same period last year. Losses fell to $59 million from $75 million. The job cuts are expected to lead to one-off costs of $12 million, including severance pay, for the plan that will result in savings of $35 million. "We are taking these difficult but necessary actions as we restructure 23andMe and focus on the long-term success of our core consumer business and research partnerships," Ms Wojcicki said. The company also said it is considering what to do with the therapies it had in development, including licensing or selling them. 23andMe is a giant of the growing ancestor-tracing industry. It offers genetic testing from DNA, with ancestry breakdown and personalised health insights. Its customers include famous names, from rapper Snoop Dogg to multi-billionaire investor Warren Buffett. The company was valued at roughly $3.5 billion when it listed on the Nasdaq stock exchange in 2021 and its share price peaked at $17.65. But they have since tumbled and are currently trading at less than $5.

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An anonymous reader quotes a report from 404 Media: Flock is one of the largest vendors of automated license plate readers (ALPRs) in the country. The company markets itself as having the goal to fully "eliminate crime" with the use of ALPRs and other connected surveillance cameras, a target experts say is impossible. [...] Flock and automated license plate reader cameras owned by other companies are now in thousands of neighborhoods around the country. Many of these systems talk to each other and plug into other surveillance systems, making it possible to track people all over the country. "It went from me seeing 10 license plate readers to probably seeing 50 or 60 in a few days of driving around," [said Alabama resident and developer Will Freeman]. "I wanted to make a record of these things. I thought, 'Can I make a database of these license plate readers?'" And so he made a map, and called it DeFlock. DeFlock runs on Open Street Map, an open source, editable mapping software. He began posting signs for DeFlock (PDF) to the posts holding up Huntsville's ALPR cameras, and made a post about the project to the Huntsville subreddit, which got good attention from people who lived there. People have been plotting not just Flock ALPRs, but all sorts of ALPRs, all over the world. [...] When I first talked to Freeman, DeFlock had a few dozen cameras mapped in Huntsville and a handful mapped in Southern California and in the Seattle suburbs. A week later, as I write this, DeFlock has crowdsourced the locations of thousands of cameras in dozens of cities across the United States and the world. He said so far more than 1,700 cameras have been reported in the United States and more than 5,600 have been reported around the world. He has also begun scraping parts of Flock's website to give people a better idea of where to look to map them. For example, Flock says that Colton, California, a city with just over 50,000 people outside of San Bernardino, has 677 cameras. People who submit cameras to DeFlock have the ability to note the direction that they are pointing in, which can help people understand how these cameras are being positioned and the strategies that companies and police departments are using when deploying them. For example, all of the cameras in downtown Huntsville are pointing away from the downtown core, meaning they are primarily focused on detecting cars that are entering downtown Huntsville from other areas.

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After setting a record high yesterday, Bitcoin continued its remarkable rally, briefly surging past the $90,000 mark. Since Election Day, the cryptocurrency has gained nearly 30%, adding approximately $20,000 to its value. From a previous report: Bitcoin hit a peak of $90,000 on Coinbase at 12:56 PST on Nov. 12 and is up 11% over the past day, per TradingView data. The cryptocurrency is now just over 11% away from reaching $100,000.

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Red Hat, the IBM-owned open source software firm, is acquiring Neural Magic, a startup that optimizes AI models to run faster on commodity processors and GPUs. From a report: The terms of the deal weren't disclosed. MIT research scientist Alex Matveev and professor Nir Shavit founded Somerville, Massachusetts-based Neural Magic in 2018, inspired by their work in high-performance execution engines for AI. Neural Magic's software aims to process AI workloads on processors and GPUs at speeds equivalent to specialized AI chips (e.g. TPUs). By running models on off-the-shelf processors, which usually have more available memory, the company's software can realize these performance gains. Big tech companies like AMD and a host of other startups, including NeuReality, Deci, CoCoPie, OctoML and DeepCube, offer some sort of AI optimization software. But Neural Magic is one of the few with a free platform and a collection of open source tools to complement it. Neural Magic had so far managed to raise $50 million in venture capital from backers like Andreessen Horowitz, New Enterprise Associations, Amdocs, Comcast Ventures, Pillar VC and Ridgeline Ventures.

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Federal authorities are grappling with the aftermath of an illegal sheep cloning operation that has scattered hundreds of contraband hybrid animals across multiple states, following the sentencing of the scheme's mastermind. Montana rancher Arthur Schubarth received a six-month prison term for cloning a near-threatened Marco Polo argali sheep from tissue illegally imported from Kyrgyzstan. The cloned animal, named Montana Mountain King, was used to inseminate over 100 ewes, creating a network of unauthorized hybrid offspring. Court documents reveal that Schubarth sold these hybrids to big game hunting enthusiasts, with prices reaching $10,000 per animal. While the original cloned sheep is now housed at New York's Rosamond Gifford Zoo, authorities cannot account for most of its descendants.

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The percentage of workers in the U.S. who say they are using AI at work has remained largely flat over the last three months, according to a new study commissioned by Slack. From a report: If AI's rapid adoption curve slows or flattens, a lot of very rosy assumptions about the technology -- and very high market valuations tied to them -- could change. Slack said its most recent survey found 33% of U.S. workers say they are using AI at work, an increase of just a single percentage point. That represents a significant flattening of the rapid growth noted in prior surveys. Global adoption of AI use at work, meanwhile, rose from 32% to 36%. Between the lines: Slack also found that globally, nearly half of workers (48%) said they were uncomfortable telling their managers they use AI at work. Among the top reasons cited were a fear of being seen as lazy, cheating or incompetent.

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Microsoft is planning to no longer support the Windows Mail, Calendar, and People apps later this year. The Verge: The software giant has been moving existing users of these apps over to the new Outlook for Windows app in recent months, and now it has set an end of support date for the Mail, Calendar, and People apps of December 31st. Once the apps reach end of support later this year, Microsoft warns that users who haven't moved to the new Outlook app "will no longer be able to send and receive email using Windows Mail and Calendar." Microsoft has been rolling out the new Outlook for Windows app for years, with it officially reaching the general availability stage in August. The new web-based Outlook is designed to eventually replace the full desktop version of Outlook too, and Microsoft plans to provide enterprise customers a 12-month notice before it starts to move people away from the desktop version of Outlook.

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40% of AI data centers will face operational constraints due to power shortages by 2027 as AI drives unprecedented energy consumption, research firm Gartner said on Tuesday. Data center power requirements for AI-optimized servers are projected to reach 500 terawatt-hours annually by 2027, more than double 2023 levels, as companies rapidly expand facilities to handle large language model training and implementation. The surge in power demand will outpace utility providers' ability to expand capacity, Gartner analyst Bob Johnson said, leading to higher electricity costs that will cascade through the AI industry. Some operators are already seeking direct agreements with power producers to secure guaranteed supply.

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