Programming

The Great Software Quality Collapse (substack.com) 187

Engineer Denis Stetskov, writing in a blog: The Apple Calculator leaked 32GB of RAM. Not used. Not allocated. Leaked. A basic calculator app is hemorrhaging more memory than most computers had a decade ago. Twenty years ago, this would have triggered emergency patches and post-mortems. Today, it's just another bug report in the queue. We've normalized software catastrophes to the point where a Calculator leaking 32GB of RAM barely makes the news. This isn't about AI. The quality crisis started years before ChatGPT existed. AI just weaponized existing incompetence.

[...] Here's what engineering leaders don't want to acknowledge: software has physical constraints, and we're hitting all of them simultaneously. Modern software is built on towers of abstractions, each one making development "easier" while adding overhead: Today's real chain: React > Electron > Chromium > Docker > Kubernetes > VM > managed DB > API gateways. Each layer adds "only 20-30%." Compound a handful and you're at 2-6x overhead for the same behavior. That's how a Calculator ends up leaking 32GB. Not because someone wanted it to -- but because nobody noticed the cumulative cost until users started complaining.

[...] We're living through the greatest software quality crisis in computing history. A Calculator leaks 32GB of RAM. AI assistants delete production databases. Companies spend $364 billion to avoid fixing fundamental problems. This isn't sustainable. Physics doesn't negotiate. Energy is finite. Hardware has limits. The companies that survive won't be those who can outspend the crisis. There'll be those who remember how to engineer.

The Military

Palmer Luckey's Anduril Launches EagleEye Military Helmet (theverge.com) 21

Palmer Luckey's defense tech firm Anduril has unveiled EagleEye, an AI-powered mixed-reality combat helmet built in partnership with Meta. The system integrates AR displays, spatial audio, and drone control to create what Luckey calls "a new teammate" for soldiers. "The idea of an AI partner embedded in your display has been imagined for decades. EagleEye is the first time it's real," said Luckey. The Verge reports: Anduril, which also manufactures border control tech, lethal drones, and military aircraft, has been developing EagleEye since its inception, and already provides software for the Army's existing MR goggles, based on Microsoft's HoloLens hardware. Its partnership with Meta was announced this May, and the company told TechCrunch at the time that the collaboration was to develop EagleEye. It's a reunion of sorts for Luckey and Mark Zuckerberg, after Meta purchased Luckey's then-start-up Oculus in 2014 and fired the founder three years later.
Software

Software Update Bricks Some Jeep 4xe Hybrids Over the Weekend (arstechnica.com) 85

An anonymous reader quotes a report from Ars Technica: Owners of some Jeep Wrangler 4xe hybrids have been left stranded after installing an over-the-air software update this weekend. The automaker pushed out a telematics update for the Uconnect infotainment system that evidently wasn't ready, resulting in cars losing power while driving and then becoming stranded. Stranded Jeep owners have been detailing their experiences in forum and Reddit posts, as well as on YouTube. The buggy update doesn't appear to brick the car immediately. Instead, the failure appears to occur while driving -- a far more serious problem. For some, this happened close to home and at low speed, but others claim to have experienced a powertrain failure at highway speeds.

Jeep pulled the update after reports of problems, but the software had already downloaded to many owners' cars by then. A member of Stellantis' social engagement team told 4xe owners at a Jeep forum to ignore the update pop-up if they haven't installed it yet. Owners were also advised to avoid using either hybrid or electric modes if they had updated their 4xe and not already suffered a powertrain failure. Yesterday, Jeep pushed out a fix.

Transportation

Carmakers Chose To Cheat To Sell Cars Rather Than Comply With Emissions Law, 'Dieselgate' Trial Told (yahoo.com) 105

Car manufacturers decided they would rather cheat to prioritise "customer convenience" and sell cars than comply with the law on deadly pollutants, the first day of the largest group action trial in English legal history has been told. From a report: More than a decade after the original "dieselgate" scandal broke, lawyers representing 1.6 million diesel car owners in the UK argue that manufacturers deliberately installed software to rig emissions tests. They allege the "prohibited defeat devices" could detect when the cars were under test conditions and ensure that harmful NOx emissions were kept within legal limits, duping regulators and drivers.

Should the claim be upheld, estimated damages could exceed $8 billion. The three-month hearing that opened at London's high court on Monday will focus on vehicles sold by five manufacturers -- Mercedes, Ford, Renault, Nissan and Peugeot/Citroen -- from 2009. In "real world" conditions, when driven on the road, lawyers argue, the cars produced much higher levels of emissions. The judgment on the five lead defendants will also bind other manufacturers including Jaguar Land Rover, Vauxhall/Opel, Volkswagen/Porsche, BMW, FCA/Suzuki, Volvo, Hyundai-Kia, Toyota and Mazda, whose cases are not being heard to reduce the case time and costs.

Ubuntu

Flatpak Doesn't Work in Ubuntu 25.10, But a Fix is Coming (phoronix.com) 74

"It's not just you: Flatpak flat-out doesn't work in the new Ubuntu 25.10 release," writes the blog OMG Ubuntu: While Flatpak itself can be installed using apt, trying to install Flatpaks with Flatpak from the command-line throws a "could not unmount revokefs-fuse filesystem" error, followed by "Child process exited with code 1". For those who've installed the Ubuntu 'Questing Quokka' and wanted to kit it out with their favourite software from Flathub, it's a frustrating road bump.

AppArmor, the tool that enforces Ubuntu's security policies for apps, is causing the issue. According to the bug report on Launchpad, the AppArmor profile for fusermount3 lacks the privileges it needs to work properly in Ubuntu 25.10. Fusermount3 is a tool Flatpak relies on to mount and unmount filesystems... This is a bug and it is being worked on. Although there's no timeframe for a fix, it is marked as critical, so will be prioritised.

The bug was reported in early September, but not fixed in time for this week's Ubuntu 25.10 release, reports Phoronix: Only [Friday] an updated AppArmor was pushed to the "questing-proposed" archive for testing. Since then... a number of users have reported that the updated AppArmor from the proposed archive will fix the Flatpak issues being observed. From all the reports so far it looks like that proposed update is in good shape for restoring Flatpak support on Ubuntu 25.10. The Ubuntu team is considering pushing out this update sooner than the typical seven day testing period given the severity of the issue.
More details from WebProNews: Industry insiders point out that AppArmor, Ubuntu's mandatory access control system, was tightened in this release to enhance security... This isn't the first time AppArmor has caused friction; similar issues plagued Telegram Flatpak apps in Ubuntu 24.04 LTS earlier this year, as noted in coverage from OMG Ubuntu.
AI

In Copilot In Excel Demo, AI Told Teacher a 27% Exam Score Is of No Concern 39

A demo of educational AI-powered tools by a Microsoft product manager (in March of 2024) showed "how AI has the possibility to transform various job sectors and the education system," according to one report.

But that demo "includes a segment on Copilot in Excel that is likely to resonate with AI-wary software developers," writes long-time Slashdot theodp: The Copilot in Excel segment purports to show how even teachers who were too "afraid of" or "intimidated" to use Excel in the past can now just use natural language prompts to conduct Excel analysis. But Copilot advises the teacher there are no 'outliers' in the exam scores for their 17 students, whose test scores range from 27%-100%. (This is apparently due to Copilot's choice of an inappropriate outlier detection method for this size population and score range). Fittingly, the student whose 27% score is confidently-but-incorrectly deemed to be of no concern by Copilot is named after Michael Scott, the largely incompetent and unprofessional boss of The Office. (Microsoft also named the other exam takers after characters from The Office).

The additional Copilot student score "analysis" touted by Microsoft in the demo is also less than impressive. It includes: 1. A vertical bar chart that fails to convey the test score distribution that a histogram would have (a rookie chart choice mistake), 2. A horizontal bar chart of student scores that only displays every other student's name and shows no score values (a rookie formatting error)... So, will teachers — like programmers — be spending a significant amount of time in the future reviewing, editing, and refining the outputs of their AI agent helpers?

"Not only does it illustrate how the realities of AI assistants sometimes fall maddeningly short of the promises," argues the original submission. "The demo also shows how AI vendors and customers alike sometimes forget to review promotional AI content closely in all the AI excitement!"
Privacy

New California Privacy Law Will Require Chrome/Edge/Safari to Offer Easy Opt-Outs for Data Sharing (9to5mac.com) 45

"California Governor Gavin Newsom signed the 'California Opt Me Out Act', which will require web browsers to include an easy, universal way for users to opt out of data collection and sales," reports the blog 9to5Mac: [The law] requires browsers to provide a clear, one-click mechanism for Californians to opt out of data sharing across websites. The bill reads: "A business shall not develop or maintain a browser that does not include functionality configurable by a consumer that enables the browser to send an opt-out preference signal to businesses with which the consumer interacts through the browser...." Californians will need patience, though, as the law doesn't take effect until January 1, 2027.
Americans in some states — including California, Texas, Colorado, New Jersey and Maryland — "have the option to make those opt-out demands automatic whenever they surf the web," reports the Washington Post. "But they can only do so if they use small browsers that voluntarily offer that option, such as DuckDuckGo, Firefox and Brave. What's new in California's law is that all browsers must give people the same option." That means soon in California, just using Google's Chrome, Apple's Safari and Microsoft's Edge can command companies not to sell your data or pass it along for ad targeting... It's an imperfect but potent and simple way to flex privacy rights — and becomes even more powerful with another simple privacy measure in California. Starting on January 1, California residents can fill out an online form once to completely and repeatedly wipe their data from hundreds of data brokers that package your personal information for sale.
But their article also suggests other ways readers can "try a one-click privacy option now."
  • "[S]ome national companies respect one-click privacy opt-out requests from everyone... This happens automatically if you use DuckDuckGo and Brave. You need to change a setting with Firefox."
  • "Download Privacy Badger: The software from the Electronic Frontier Foundation, a consumer privacy advocacy group, works in the background to order websites not to sell information they're collecting about you."
  • "Use Permission Slip from Consumer Reports. Give the app basic information, and it will help you do much of the legwork to tell companies not to sell your information or to delete it, if you have the right to do so."

Education

Microsoft To Provide Free AI Tools For Washington State Schools (geekwire.com) 25

theodp writes: GeekWire reports that Microsoft is bringing artificial intelligence to every public classroom in its home state -- and sparking new questions about its role in education. The Redmond tech giant on Thursday unveiled Microsoft Elevate Washington, a sweeping new initiative that will provide free access to AI-powered software and training for all 295 public school districts and 34 community and technical colleges across Washington state. The program is part of Microsoft Elevate, the company's broader $4 billion, five-year commitment to support schools and nonprofits with AI tools and training that was announced in July.

"This is our home," Microsoft President Brad Smith said at a launch event on the company's headquarters campus. "A big part of what we're doing today is investing in our home." Smith said Microsoft understands the unease around AI in classrooms but argued that waiting isn't an option. "I don't know that it will be possible to slow down the use of AI, even if someone wanted to," he said. In an interview with KING-TV Seattle, Smith added, "We're making a bigger commitment to this state than we are to any state in the country. [...] Above all else, we want to ensure that people can learn how to use the technology of tomorrow. That's the only way for our kids to succeed in the future."

The event on Thursday also included comedian Trevor Noah, the company's "chief questions officer," as well as Code.org CEO Hadi Partovi. Noah and Partovi both also appeared with Smith at the Microsoft Elevate launch event in July, where Smith told Partovi it was time to "switch hats" from coding to AI, adding that "the last 12 years have been about the Hour of Code [Code.org's flagship event, credited with pushing CS into K-12 classrooms], but the future involves the Hour of AI." Code.org last month committed to "engage 25M learners in an Hour of AI in school year '25/'26" at a meeting of the White House Task Force on AI Education that preceded a White House dinner for top execs from the nation's leading AI companies.

IT

The People Rescuing Forgotten Knowledge Trapped On Old Floppy Disks (bbc.com) 57

smooth wombat writes: At one point in technology history, floppy disks reigned supreme. Files, pictures, games, everything was put on a floppy disk. But technology doesn't stand still and as time went on disks were replaced by CDs, DVDs, thumb drives, and now cloud storage. Despite these changes, floppy disks are still found in long forgotten corners of businesses or stuffed in boxs in the attic. What is on these disks is anyone's guess, but Cambridge University Library is racing against time to preserve the data. However, lack of hardware and software to read the disks, if they're readable at all, poses unique challenges.

Some of the world's most treasured documents can be found deep in the archives of Cambridge University Library. There are letters from Sir Isaac Newton, notebooks belonging to Charles Darwin, rare Islamic texts and the Nash Papyrus -- fragments of a sheet from 200BC containing the Ten Commandments written in Hebrew.

These rare, and often unique, manuscripts are safely stored in climate-controlled environments while staff tenderly care for them to prevent the delicate pages from crumbling and ink from flaking away.

But when the library received 113 boxes of papers and mementoes from the office of physicist Stephen Hawking, it found itself with an unusual challenge. Tucked alongside the letters, photographs and thousands of pages relating to Hawking's work on theoretical physics, were items now not commonly seen in modern offices -- floppy disks.

They were the result of Hawking's early adoption of the personal computer, which he was able to use despite having a form of motor neurone disease known as amyotrophic lateral sclerosis, thanks to modifications and software. Locked inside these disks could be all kinds of forgotten information or previously unknown insights into the scientists' life. The archivists' minds boggled.

These disks are now part of a project at Cambridge University Library to rescue hidden knowledge trapped on floppy disks. The Future Nostalgia project reflects a larger trend in the information flooding into archives and libraries around the world.

Security

Apple Doubles Its Biggest Bug Bounty Reward To $2 Million (engadget.com) 13

Apple is updating its Security Bounty program this November to offer some of the highest rewards in the industry. From a report: It has doubled its top award from $1 million to $2 million for the discovery of "exploit chains that can achieve similar goals as sophisticated mercenary spyware attacks" and which requires no user interaction. But the maximum possible payout can exceed $5 million dollars for the discovery of more critical vulnerabilities, such as bugs in beta software and Lockdown Mode bypasses. Lockdown Mode is an upgraded security architecture in the Safari browser.

In addition, the company is rewarding the discovery of exploit chains with one-click user interaction with up to $1 million instead of just $250,000. The reward for attacks requiring physical proximity to devices can now also go up to $1 million, up from $250,000, while the maximum reward for attacks requiring physical access to locked devices has been doubled to $500,000. Finally, researchers "who demonstrate chaining WebContent code execution with a sandbox escape can receive up to $300,000."

Ubuntu

Ubuntu 25.10 'Questing Quokka' Released (9to5linux.com) 14

prisoninmate shares a report from 9to5Linux: Dubbed Questing Quokka, Ubuntu 25.10 is powered by the latest and greatest Linux 6.17 kernel series for top-notch hardware support and ships with the latest GNOME 49 desktop environment, defaulting to a Wayland-only session for the Ubuntu Desktop flavor, meaning there's no other session to choose from the login screen. Ubuntu Desktop also ships with two new apps, namely GNOME's Loupe instead of Eye of GNOME as the default image viewer, as well as Ptyxis instead of GNOME Terminal as the default terminal emulator. Also, there's a new update notification that will be shown with options to open Software Updater or install updates directly.'

Other highlights of Ubuntu 25.10 include sudo-rs as the default implementation of sudo, Dracut as the default initramfs-tools, Chrony as the default NTP (Network Time Protocol) client, Rust Coreutils as the default implementation of GNU Core Utilities, and TPM-backed FDE (Full Disk Encryption) recovery key management. Moreover, Ubuntu 25.10 adds NVIDIA Dynamic Boost support and enables suspend-resume support in the proprietary NVIDIA graphics driver to prevent corruption and freezes when waking an NVIDIA desktop. For Intel users, Ubuntu 25.10 introduces support for new Intel integrated and discrete GPUs.
Ubuntu 25.10 is available for download here.
Windows

Windows Product Activation Creator Reveals Truth Behind XP's Most Notorious Product Key (tomshardware.com) 34

Dave W. Plummer, the Microsoft developer who created Task Manager and helped build Windows Product Activation, has revealed the origins of Windows XP's most notorious product key. The alphanumeric string FCKGW-RHQQ2-YXRKT-8TG6W-2B7Q8 was not cracked through clever hacking but leaked as a legitimate volume licensing key five weeks before XP's October 2001 release.

A warez group distributed the key alongside special corporate installation media. Windows Product Activation generated hardware IDs from system components and sent them to Microsoft for validation. The leaked volume licensing key bypassed this entirely. The system recognized it as corporate licensing and skipped phone-home activation. Users could install XP without activation prompts or 30-day timers. Microsoft later blacklisted the key.
AI

McKinsey Wonders How To Sell AI Apps With No Measurable Benefits (theregister.com) 38

Software vendors keen to monetize AI should tread cautiously, since they risk inflating costs for their customers without delivering any promised benefits such as reducing employee head count. From a report: The latest report from McKinsey & Company mulls what software-as-a-service (SaaS) vendors need to do to navigate the minefield of hype that surrounds AI and successfully fold such capabilities into their offerings. According to the consultancy, there are three main challenges it identifies as holding back broader growth in AI software monetization in the report.

One of these is simply the inability to show any savings that can be expected. Many software firms trumpet potential use cases for AI, but only 30 percent have published quantifiable return on investment from real customer deployments. Meanwhile, many customers see AI hiking IT costs without being able to offset these by slashing labor costs. The billions poured into developing AI models mean they don't come cheap, and AI-enabling the entire customer service stack of a typical business could lead to a 60 to 80 percent price increase, McKinsey says, while quoting an HR executive at a Fortune 100 company griping: "All of these copilots are supposed to make work more efficient with fewer people, but my business leaders are also saying they can't reduce head count yet."

Another challenge is scaling up adoption after introduction, which the report blames on underinvestment in change management. It says that for every $1 spent on model development, firms should expect to have to spend $3 on change management, which means user training and performance monitoring. The third issue is a lack of predictable pricing, which means that customers find it hard to forecast how their AI costs will scale with usage because the pricing models are often complex and opaque.

EU

One-Man Spam Campaign Ravages EU 'Chat Control' Bill (politico.eu) 54

An anonymous reader shares a report: A website set up by an unknown Dane over the course of one weekend in August is giving a massive headache to those trying to pass a European bill aimed at stopping child sexual abuse material from spreading online.

The website, called Fight Chat Control, was set up by Joachim, a 30-year-old software engineer living in Aalborg, Denmark. He made it after learning of a new attempt to approve a European Union proposal to fight child sexual abuse material (CSAM) -- a bill seen by privacy activists as breaking encryption and leading to mass surveillance.

The site lets visitors compile a mass email warning about the bill and send it to national government officials, members of the European Parliament and others with ease. Since launching, it has broken the inboxes of MEPs and caused a stir in Brussels' corridors of power. "We are getting hundreds per day about it," said Evin Incir, a Swedish Socialists and Democrats MEP, of the email deluge.

Data Storage

Synology Reverses Course on Some Drive Restrictions (arstechnica.com) 29

Synology has released an update to its Disk Station Manager software that removes verified drive requirements from its 2025 model-year Plus, Value and J-series DiskStation network-attached storage devices. The change allows users to install non-validated third-party drives and create storage pools without restrictions.

The company had expanded its verified drive policy to the entire Plus line a few months earlier. Synology-branded drives carried substantial price premiums over commodity hardware. The HAT5310 enterprise SATA drive costs $299 for 8TB compared to $220 for an identically sized Seagate Exos disk. Users who installed non-verified drives in affected models faced reduced functionality and persistent warning messages in the DSM interface.

Synology said today it is collaborating with third-party drive manufacturers to accelerate testing and verification of additional storage drives. Pool and cache creation on M.2 disks still requires drives from the hardware compatibility list. Synology did not clarify whether the policy change applies to previous-generation products.
Television

TiVo Exiting Legacy DVR Business (mediaplaynews.com) 67

TiVo, the digital video recording pioneer, has moved on from its legacy DVR technology, focusing instead on its branded operating system software promoting third-party content searches, recommendation, including free ad-supported streaming options and more for smart televisions. From a report: "As of Oct. 1, 2025, TiVo has stopped selling Edge DVR hardware products," the company said in an AI-based message. The recording said that the company and its associates no longer manufacture DVR hardware, "and our remaining inventory is now depleted." TiVo said it remains "committed to providing support for our DVR customers and will continue to provide support for the foreseeable future." TiVo in 1999 created the first set-top device enabling users to record and skip ads within television programming.
Businesses

Anthropic and IBM Announce Strategic Partnership 8

Longtime Slashdot reader kamesh shares a report from TechCrunch: Tech behemoth IBM is teaming up with AI research lab Anthropic to bring AI into its software. Armonk, New York-based IBM announced it will be adding Anthropic's Claude large language model family into some of its software products on Tuesday. The first product to tap Claude will be IBM's integrated development environment, which is already available to a select group of customers. IBM also announced it created a guide in partnership with Anthropic on how enterprises can build, deploy, and maintain enterprise-grade AI agents. Terms of the deal were not disclosed.
Businesses

Qualcomm Is Buying Arduino, Releases New Raspberry Pi-Esque Arduino Board (arstechnica.com) 51

An anonymous reader quotes a report from Ars Technica: Smartphone processor and modem maker Qualcomm is acquiring Arduino, the Italian company known mainly for its open source ecosystem of microcontrollers and the software that makes them function. In its announcement, Qualcomm said that Arduino would "[retain] its brand and mission," including its "open source ethos" and "support for multiple silicon vendors." Qualcomm didn't disclose what it would pay to acquire Arduino. The acquisition also needs to be approved by regulators "and other customary closing conditions."

The first fruit of this pending acquisition will be the Arduino Uno Q, a Qualcomm-based single-board computer with a Qualcomm Dragonwing QRB2210 processor installed. The QRB2210 includes a quad-core Arm Cortex-A53 CPU and a Qualcomm Adreno 702 GPU, plus Wi-Fi and Bluetooth connectivity, and combines that with a real-time microcontroller "to bridge high-performance computing with real-time control."
"Arduino will retain its independent brand, tools, and mission, while continuing to support a wide range of microcontrollers and microprocessors from multiple semiconductor providers as it enters this next chapter within the Qualcomm family," Qualcomm said in its press release. "Following this acquisition, the 33M+ active users in the Arduino community will gain access to Qualcomm Technologies' powerful technology stack and global reach. Entrepreneurs, businesses, tech professionals, students, educators, and hobbyists will be empowered to rapidly prototype and test new solutions, with a clear path to commercialization supported by Qualcomm Technologies' advanced technologies and extensive partner ecosystem."

CNBC notes in its reporting that this acquisition gives Qualcomm "direct access to the tinkerers, hobbyists and companies at the lowest levels of the robotics industry." From the report: Arduino products can't be used to build commercial products but, with chips preinstalled, they're popular for testing out a new idea or proving a concept. Qualcomm hopes that Arduino can help it gain loyalty and legitimacy among startups and builders as robots and other devices increasingly need more powerful chips for artificial intelligence. When some of those experiments become products, Qualcomm wants to sell them its chips commercially.
AI

Without Data Centers, GDP Growth Was 0.1% in the First Half of 2025, Harvard Economist Says (fortune.com) 83

U.S. GDP growth in the first half of 2025 was driven almost entirely by investment in data centers and information processing technology. The GDP growth would have been just 0.1% on an annualized basis without these technology-related categories, according to Harvard economist Jason Furman. Investment in information-processing equipment and software accounted for only 4% of U.S. GDP during this period but represented 92% of GDP growth.

Renaissance Macro Research estimated in August that the dollar value contributed to GDP growth by AI data-center buildout had surpassed U.S. consumer spending for the first time. Consumer spending makes up two-thirds of GDP. Tech giants including Microsoft, Google, Amazon, Meta and Nvidia poured tens of billions of dollars into building and upgrading data centers.
AI

What If Vibe Coding Creates More Programming Jobs? (msn.com) 82

Vibe coding tools "are transforming the job experience for many tech workers," writes the Los Angeles Times. But Gartner analyst Philip Walsh said the research firm's position is that AI won't replace software engineers and will actually create a need for more. "There's so much software that isn't created today because we can't prioritize it," Walsh said. "So it's going to drive demand for more software creation, and that's going to drive demand for highly skilled software engineers who can do it..." The idea that non-technical people in an organization can "vibe-code" business-ready software is a misunderstanding [Walsh said]... "That's simply not happening. The quality is not there. The robustness is not there. The scalability and security of the code is not there," Walsh said. "These tools reward highly skilled technical professionals who already know what 'good' looks like."
"Economists, however, are also beginning to worry that AI is taking jobs that would otherwise have gone to young or entry-level workers," the article points out. "In a report last month, researchers at Stanford University found "substantial declines in employment for early-career workers'' — ages 22-25 — in fields most exposed to AI. Stanford researchers also found that AI tools by 2024 were able to solve nearly 72% of coding problems, up from just over 4% a year earlier."

And yet Cat Wu, project manager of Anthropic's Claude Code, doesn't even use the term vibe coding. "We definitely want to make it very clear that the responsibility, at the end of the day, is in the hands of the engineers." Wu said she's told her younger sister, who's still in college, that software engineering is still a great career and worth studying. "When I talk with her about this, I tell her AI will make you a lot faster, but it's still really important to understand the building blocks because the AI doesn't always make the right decisions," Wu said. "A lot of times the human intuition is really important."

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