Friday, October 9, 2026

PC shipments fall 20.1 percent in “sharpest decline” since Q1 2023


<p>PC shipments saw a steep drop of about 20 percent in Q3 2026, analysts reported this week.</p> <p>The industry saw its “sharpest decline since “Q1 2023," Omdia said in an announcement toady. Global shipments of laptops, desktops, and workstations fell 21.2 percent year over year (YoY) to 58.1 million devices, the analyst said.</p> <p>Desktop PC shipments (including desktop workstations) decreased 23.5 percent to 11.7 million units, and laptop shipments (including laptop workstations) declined 20.6 percent to 46.4 million, per Omdia.</p><p><a href="https://arstechnica.com/information-technology/2026/10/pc-shipments-fall-20-1-percent-in-sharpest-decline-since-q1-2023/">Read full article</a></p> <p><a href="https://arstechnica.com/information-technology/2026/10/pc-shipments-fall-20-1-percent-in-sharpest-decline-since-q1-2023/#comments">Comments</a></p> Reference : https://ift.tt/MAfZg83

We Need to Embed Ethics Into Our Engineering Courses


<img src="https://spectrum.ieee.org/media-library/student-with-backpack-holding-a-map-before-entering-space-between-giant-circuit-boards.jpg?id=68389516&width=1245&height=700&coordinates=0%2C62%2C0%2C63"/><br/><br/><p>In mid-September, Anthropic CEO Dario Amodei joined a growing group of researchers calling for the AI industry to slow down. While <a href="https://www.nytimes.com/2026/09/13/technology/silicon-valley-ai-slowdown.html" rel="noopener noreferrer" target="_blank">some have questioned these researchers’ motivation</a> for <a href="https://www.nytimes.com/2026/09/09/technology/anthropic-researchers-raise-alarm.html" rel="noopener noreferrer" target="_blank">voicing concerns</a> about the rapid pace of development, the plea highlighted a key tension between safety and speed. The underlying problem is not simply a technical error, but a sociotechnical failure: Pressure to move quickly has made it hard for engineers to fully assess and manage new risks of increasingly powerful AI systems. It is a clear warning that responsible engineering requires more than technical expertise; engineers must also understand workplace pressures, moral and ethical rules, and the social consequences rooted in the systems they create.</p><p>Cases like this, alongside invasive <a href="https://spectrum.ieee.org/unintended-consequences-video-surveillance">surveillance technologies</a> and <a href="https://spectrum.ieee.org/untold-history-of-ai-the-birth-of-machine-bias">biased AI tools</a>, have exposed serious shortcomings in how engineers recognize and address the ethical and social implications of their work. While the need to educate graduates in ethics and social responsibility is widely recognized, a persistent gap remains—these topics are too often treated as afterthoughts, disconnected from the technical content of engineering coursework. This siloed approach leaves graduates ill-equipped to address real-world challenges; indeed, only about a third of engineering professionals in the United States <a href="https://onlinelibrary.wiley.com/doi/full/10.1002/jee.20590" rel="noopener noreferrer" target="_blank">report having received training on their public welfare responsibilities</a> during their formal engineering education.</p><p>We are working to bridge this gap by designing two complementary instructional approaches, one that integrates social issues directly into foundation technical coursework and a second that prepares students to act as “public welfare watchdogs” through a standalone engineering course. By embedding ethics and social responsibility training directly into the core of undergraduate engineering coursework, we equip future professionals with the agency they will need to protect the public good.</p><h2>The gap in instruction about ethics and social responsibility</h2><p>Across the engineering profession, there is a persistent belief that technical skill-building is central to engineering, while ethical, social, and public welfare concerns are peripheral or distracting. <span>This </span><a href="https://www.jstor.org/stable/285764" target="_blank">technical/social dualism</a><span> is evident even in the evaluation of scholarly research. For instance, we recently submitted an academic position paper discussing this ethics education gap to a leading peer-reviewed engineering journal. It was dismissed by reviewers along the very same dualism it described. </span></p><p>One reviewer warned that it would be “highly irresponsible” to challenge technical skill-building as “the foundation of any kind of engineering” by adding ethics and social responsibility training into engineering classrooms. Another reviewer objected that integrating these considerations into foundational courses risks “distracting the students from fully absorbing the technology.” These comments miss the core argument of our work: that ethics and social responsibility are integral to responsible <em><em>technical</em></em> practice.</p><p>Today, accreditation agencies like <a href="https://www.abet.org/" target="_blank">ABET</a> (formerly known as the Accreditation Board for Engineering and Technology) and professional licensing bodies like the <a href="https://www.nspe.org/" target="_blank">National Society of Professional Engineers</a> mandate student outcomes related to social and public welfare consequences. But these curriculum requirements tend to be unhelpfully generic and minimally enforced. As a result, engineering students often receive ethics instruction through introductory or non-engineering coursework, where the focus is on codes of conduct and academic integrity, rather than deeper topics of social responsibility. This instruction is almost always disconnected from the complex real-world dilemmas engineers face. </p><p>Indeed, we find that only ethics instruction in actual engineering courses (not in other parts of the curriculum) can effectively instill ethical awareness as professionals. Concerningly, only about 4 in 10 engineers in the United States recall receiving this kind of training, and 3 in 10 <a href="https://onlinelibrary.wiley.com/doi/full/10.1002/jee.20590" target="_blank">report never receiving training on their public welfare responsibilities</a> at any point in their careers. This leaves most of the profession underprepared to handle the complex challenges of engineering practice.</p><h2>A new approach: Integrating technical and social dimensions</h2><p>To advance a new paradigm—one that embeds ethics and social responsibility issues within the undergraduate engineering curriculum—we’ve designed two innovative course-based approaches: a library of one-hour <span>sociotechnical modules for foundational circuits courses </span><span>(described <a href="https://ieeexplore.ieee.org/document/11328324" target="_blank">here</a> and <a href="https://arrow.tudublin.ie/cgi/viewcontent.cgi?article=1071&context=sefi2023_prapap" target="_blank">here</a>)</span> and a <a href="https://peer.asee.org/learning-to-be-public-welfare-watchdogs-a-master-s-level-course-to-enhance-engineers-recognition-of-and-responsiveness-to-their-public-welfare-responsibilities" target="_blank">new engineering course</a> dedicated to public welfare responsibilities.</p><p>The first approach integrates discussions about relevant social issues directly into foundational engineering courses, where students begin to form their identities as engineers. “Introduction to Circuits” is typically the first course in the electrical engineering major and is a requirement for many other engineering disciplines, making it a powerful site for introducing social content and ethical reasoning. We designed several one-hour modules for this course, where social issues provide context for a technical topic, offering a manageable entry point for faculty who may feel ill-prepared to teach about ethics and social responsibility.</p><p>While many engineering faculty recognize the importance of teaching students about these topics, they struggle to integrate them into their courses amid heavy teaching and research demands. To overcome these challenges, each module provides ready-to-use materials, including lecture slides with scripts and homework and exam problems. Integrating these modules directly into the course signals to students that sociotechnical awareness is not an “add-on,” but a required professional competency.</p><p>Our module on hospital power prioritization, for instance, connects the technical topics of power and equivalent circuits to the ethical challenges of healthcare infrastructure. Students learn about the reality of <a href="https://www.slashgear.com/1890596/hospitals-red-outlets-use-explained-what-for/">“red outlets” in medical settings</a>, debating the power needs of specific wards (e.g., the intensive care unit, operating rooms, and physiotherapy rooms) to decide which branches should receive emergency power during a hypothetical outage.</p><p>Our conflict minerals module connects the technical topic of capacitors to the global tantalum supply chain. Students calculate the amount of tantalum used in cell phones and identify mining locations in regions like the Democratic Republic of the Congo, where revenue often fuels armed conflict and human rights abuses. Students research the <a href="https://spectrum.ieee.org/whats-holding-up-conflict-mineral-rules-">conflict-mineral policies</a> of major companies such as Apple and Samsung and reflect on their future roles as ethical designers and consumers.</p><p><a href="https://www.mdpi.com/2227-7102/15/9/1243" target="_blank">Student responses to these modules</a> have been overwhelmingly positive. In interviews, students told us that the content helped them get away from the “stigma that engineers only worry about math” and made the work more meaningful. We plan to share the modules widely to help circuits instructors across the globe bridge the technical-social divide.</p><p>Beyond these integrated modules, our second approach is a standalone engineering course—Public Welfare Responsibilities in Engineering (PWRE)—that helps round out students’ sociotechnical education by preparing them to fulfil their professional obligations as engineers. While most dedicated ethics courses end by introducing engineers’ abstract responsibilities, PWRE helps students recognize specific public welfare concerns, enhances their motivation to act when they encounter them, and teaches concrete, practical intervention strategies.</p><p>In addition to teaching students about professional codes, such as the <a href="https://www.ieee.org/about/corporate/governance/p7-8" target="_blank">IEEE Code of Ethics</a>, PWRE engages students in discussion of where these formal definitions may fall short, and how structural barriers such as workplace culture can hinder engineers from fulfilling these responsibilities. Then, the course equips students with intervention strategies. Students learn about their rights and responsibilities as whistleblowers, review tactics for seeking advice from professional societies, and practice writing <a href="https://spectrum.ieee.org/type/opinion/">op-eds</a> to raise the alarm about ethical issues to the broader public. Our research shows that the course produces notable shifts in students’ ethical agency, strengthening their ability to serve as “public welfare watchdogs” in the modern workplace.</p><h2>Ethical engineers for the future</h2><p>Today’s engineering graduates face complex sociotechnical challenges beyond AI expansion, including climate change and global supply chains; they need tools to navigate ambiguity and act ethically in uncertain contexts. To meet these evolving demands, engineering education must move beyond outdated modes of instruction that focus only on building technical skills—some of which may soon be outsourced to AI. We must fundamentally reimagine the role of ethics and social responsibility, embedding them across the engineering curriculum and throughout the professional formation of engineers.</p><p>All engineers learn to solve problems, but ethical engineers can also discern which problems are worth solving and anticipate the consequences of innovation for society. By centering ethics and social responsibility as core priorities of the profession, we can prepare engineers to be stewards of technology and trusted voices in public discourse.</p><p>As one student reflected after participating in our modules, “we are a part of the issue if we don’t decide to fix it.”</p> Reference: https://ift.tt/JDyL9AB

Wednesday, October 7, 2026

Changing Your Career Isn’t Easy


<img src="https://spectrum.ieee.org/media-library/an-illustration-of-stylized-people-wearing-business-casual-clothing.webp?id=65257424&width=1200&height=400&coordinates=0%2C250%2C0%2C250"/><br/><br/><p><em>This article is crossposted from </em>IEEE Spectrum<em>’s careers newsletter. <a href="https://engage.ieee.org/Career-Alert-Sign-Up.html" rel="noopener noreferrer" target="_blank"><em>Sign up now</em></a><em> to get insider tips, expert advice, and practical strategies, <em><em>written i<em>n partnership with tech career development company <a href="https://www.parsity.io/" rel="noopener noreferrer" target="_blank">Parsity</a> and </em></em></em>delivered to your inbox for free!</em></em></p><p><em><em></em></em><span>When I changed careers at 30 to become a software engineer, I expected it to be hard. I expected to struggle to fit in, and I expected to bomb a lot of interviews (I did). What I didn’t expect was how few people would support me.</span></p><p>As a parent, I get it now.</p><p>A career change is a risk, and the people who care about you tend to project their fears onto you. They don’t want to watch you struggle or fail, so they discourage you or just don’t offer much enthusiasm.</p><p>Right now is a strange time to be in engineering, or knowledge work in general. Plenty of us are excited about <a href="https://spectrum.ieee.org/ai-code-review-software-engineers" target="_self">what AI means for our jobs.</a> More of us are nervous, and I think that fear is justified. <a href="https://spectrum.ieee.org/ai-impact-on-job-market" target="_self">Employment for entry-level</a> software developers has fallen nearly 20 percent since late 2022, according to <a href="https://spectrum.ieee.org/state-of-ai-index-2026" target="_self">Stanford’s 2026 AI Index</a>, and it can feel like the knowledge we spent our careers building is being commoditized. </p><p>Lately I’ve seen a flood of social media content telling software developers to go into the trades. YouTubers are telling you to become a plumber or a goat herder. </p><p>But before you do that, I want to warn you, there is no EASY path. Even if you want to become a goat herder.</p><p>I’ve changed careers once so far, but my business has forced me through several pivots that felt a lot like career changes—new audiences, new skills, new identity. Here’s what I’d tell anyone considering a change, whether you’re moving into engineering, leaving it, or finding a new speciality.</p><h3>Find someone who’s done it and ask how</h3><p>This is exactly what I told my oldest son, who’s getting ready to enter the job market full-time. Outside of the primary social media feeds, the internet is full of free and paid communities on Facebook, LinkedIn, and other sites. Reddit works, too, if you can stomach the trolls, because there’s valuable information buried in there. </p><p>Many of these spaces are flooded with people trying to break in, so look for the ones full of people who already do the work and talk openly about what is and isn’t going well. Then find one or two people in your own circle who’ve done it and ask what the job takes. </p><p>You’ll often find the degree matters less than you assumed. Indeed Hiring Lab found the share of U.S. postings requiring a bachelor’s degree fell from 20.4 percent in 2019 to 17.8 percent in early 2024, and more than half listed no education requirement at all.</p><h3>Build proof of work, even if it’s unpaid</h3><p>Yes, you’ll probably need to do some work for free, or at least far cheaper than you’re used to. I’ve had to do this in my business over and over. Nobody cares that I’ve been a software engineer for 12 years. They want to know whether I can do the thing they need.</p><p>When I started pitching businesses, I offered to build something for free as a case study, then used it to land clients who paid well. You can copy this in most fields. Say you want to get into marketing: Learn how Facebook ads work, find a friend or small business that needs help, and run the campaigns at a low price. Now you’ve picked up the jargon, and you have something concrete to show a hiring manager.</p><h3>Stability is a myth</h3><p>It may be corny, but change is the only constant. If you’re a software engineer, you could argue you’re in the middle of a career change already, whether you opted in or not. Programmers in the 1990s had the same experience when the web showed up and they had to quickly learn new tools just to stay relevant.</p><p>If you’re looking for stability, you’re in the wrong place, and I think it will get scarcer as AI and other forces reshape work. The best move is to build a strong foundation so you can adapt when the ground shifts. I wrote about <a href="https://spectrum.ieee.org/top-engineering-skills" target="_self">the foundational skills to focus on</a> if you’re interested.</p><p>—Brian</p><h2><a href="https://spectrum.ieee.org/sustainability-robotics-barbara-mazzolai" target="_self">Barbara Mazzolai Wants to Build a New Field of Robotics</a></h2><p>Roboticist Barbara Mazzolai is a prime example of someone who advanced her career by switching fields—and now, she’s helping to create a new one. Learn how her background in biology led her to co-author a manifesto on “sustainability robotics.”</p><p>Read more <a href="https://spectrum.ieee.org/sustainability-robotics-barbara-mazzolai" target="_self">here</a>. </p><h2><a href="https://spectrum.ieee.org/tech-talent-into-leadership-legacy" target="_self">Turning Tech Talent Into Leadership Legacy</a></h2><p>The transition from a technical role to a leadership position can be challenging. To help seasoned professionals navigate the shift, IEEE is hosting its first International Leadership Conference in Budapest. </p><p>Read more <a href="https://spectrum.ieee.org/tech-talent-into-leadership-legacy" target="_self">here</a>.</p><h2><a href="https://spectrum.ieee.org/ieee-technical-field-awards-2027" target="_self">IEEE Celebrates Innovators Shaping the Future</a></h2><p>Every year, IEEE recognizes engineers whose technical achievements and leadership have made a lasting impact with its Technical Field Awards. See who’s on the 2027 list of awardees, which was announced in late September. </p><p>Read more <a href="https://spectrum.ieee.org/ieee-technical-field-awards-2027" target="_self">here</a>. </p> Reference: https://ift.tt/8c6hCHE

HiPHI: A Large-Scale Benchmark for High-Precision Human Motion and Object Interaction


<img src="https://spectrum.ieee.org/media-library/noitom-robotics-logo-with-stylized-nr-monogram-on-transparent-background.png?id=68382308&width=980"/><br/><br/><p><span>This White Paper gives robotics researchers and engineers an overview of a new large-scale motion capture dataset built to close the data gap limiting humanoid robot learning. It also shows how policies trained on the dataset transfer to a real humanoid robot.</span></p><p><strong>What you will learn about: </strong></p><ul><li>Why humanoid robot learning, a central problem in embodied AI and Physical AI, needs data that internet video and existing motion capture datasets cannot provide. </li><li><span><span>How </span><span>FrameNet</span><span>, a linguistic framework for human action, can guide motion capture collection to systematically cover a broad range of whole-body motion.</span></span> </li><li><span><span>Why synchronized object trajectories and meshes make human-object interaction data useful for teaching </span><span>robots</span> real-world tasks such as carrying, pushing, and pulling.</span> </li><li><span>How reinforcement learning policies trained on this motion capture data improve with scale, and how sim-to-real transfer carries them onto a physical humanoid robot.</span></li></ul><div><a href="https://content.knowledgehub.wiley.com/hiphi-a-large-scale-benchmark-for-high-precision-human-motion-and-object-interaction/" target="_blank">Download this free whitepaper now!</a></div> Reference: https://ift.tt/2quwc1t

Tuesday, October 6, 2026

OpenAI agents tried to hack Wikipedia tools and flooded it with traffic


<p>The publisher of Wikipedia said Monday that OpenAI agents attempted to hack a note-taking tool it hosts, made unauthorized edits, and sent millions of resource-intensive requests to its infrastructure, in the latest instance of OpenAI systems taking harmful and potentially dangerous actions.</p> <p>The objective of some of the OpenAI agents’ actions, the Wikimedia Foundation <a href="https://wikimediafoundation.org/news/2026/10/05/openai-rogue-agent-activities-found-on-wikimedia-projects/">said</a>, was to use Wikipedia as a proxy for fetching data from third-party sites. In one case, the agents posted “malicious edits” that were intended to repurpose a citation tool as a proxy. In another, the agents made unsuccessful attempts to compromise the Wikipedia Etherpad note-taking tool so it would serve the same purpose.</p> <p>The agents also made millions of automated API requests, crawled millions of pages, and made hundreds of thousands of queries to the Wikidata Query Service. The last action may have contributed to a <a href="https://wikitech.wikimedia.org/wiki/Incidents/2026-05-13_wdqs">partial shutdown</a> of the query service in May, the publisher said.</p><p><a href="https://arstechnica.com/security/2026/10/openai-agents-tried-to-hack-wikipedia-tools-and-flooded-it-with-traffic/">Read full article</a></p> <p><a href="https://arstechnica.com/security/2026/10/openai-agents-tried-to-hack-wikipedia-tools-and-flooded-it-with-traffic/#comments">Comments</a></p> Reference : https://ift.tt/vKZq9jF

Licensing costs driving 90 percent of VMware users to explore options: Survey


<p>VMware customers face multiple obstacles as they rethink their virtualization strategy to reduce dependence on VMware.</p> <p>Today, Rimini Street published its “2026 IT Virtualization Survey – What’s Next for VMware Users.” The survey examined 300 organizations worldwide that use VMware.</p> <p>Notably, Rimini sells third-party support for VMware and other software, including Oracle and SAP. That means there’s an incentive for Rimini to portray VMware users as experiencing obstacles. However, the survey was also conducted by a third-party research company, <a href="https://www.unisphereresearch.com/About_Us">Unisphere Research</a>, and the results align with other recent reports about VMware customers.</p><p><a href="https://arstechnica.com/information-technology/2026/10/operational-complexity-a-top-barrier-for-vmware-migrations-survey/">Read full article</a></p> <p><a href="https://arstechnica.com/information-technology/2026/10/operational-complexity-a-top-barrier-for-vmware-migrations-survey/#comments">Comments</a></p> Reference : https://ift.tt/hIEOJXu

Monday, October 5, 2026

MCP for agent-to-agent comms may be the riskiest protocol you've never heard of


<p>The adoption of AI agents in millions of organizations is creating new opportunities for attackers to make them take malicious actions, such as exfiltrating database contents and sensitive business and personal information.</p> <p>In the past five months, Google and four other organizations—with little in common except for their use of AI agents—have acknowledged vulnerabilities that exploit one agent inside a targeted network to spread harmful instructions to other internal agents. The technique is a special form of prompt injection that targets not the LLM but a particular agent, such as one for translation or data analysis. Guardrails inside such agents, if they exist at all, are often lax and will send the instructions to other agents down the chain. Because the latter agent explicitly trusts the first one, it follows the directions.</p> <h2>Unexpected and hard to mitigate</h2> <p>Independent researcher Syed Anas Mohiuddin tested agents from organizations including Google, JP Morgan Chase, Weviate, Rapid7, the French government's interministerial digital directorate, and the US federal government. His proof-of-concept attacks exploit trust gaps in MCP, short for <a href="https://modelcontextprotocol.io/docs/2026-07-28/getting-started/intro">Model Context Protocol</a>. The standard is one way AI apps and agents communicate with each other inside an internal network. The illustration below shows a simplified MCP in action.</p><p><a href="https://arstechnica.com/security/2026/10/vulnerability-in-agents-from-google-and-others-exposes-structural-flaw-in-mcp/">Read full article</a></p> <p><a href="https://arstechnica.com/security/2026/10/vulnerability-in-agents-from-google-and-others-exposes-structural-flaw-in-mcp/#comments">Comments</a></p> Reference : https://ift.tt/VfWUKoT

PC shipments fall 20.1 percent in “sharpest decline” since Q1 2023

<p>PC shipments saw a steep drop of about 20 percent in Q3 2026, analysts reported this week.</p> ...