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긍정적Why AI hasn't replaced software engineers, and won't
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IT/기술 · "PLACED" · 총 22건
필터 보기뉴스 심리 지수균형51상세 ▾
균형
51현재 지수
51.1
0 = 부정 우세
50 = 중립
100 = 긍정 우세
극단 부정부정중립긍정극단 긍정
최근 7일 기준 4,561건을 분석한 결과, 뉴스 심리지수는 51.1(균형)입니다. 긍정 838건(18.4%)·중립 3,283건(72.0%)·부정 440건(9.6%)이며, 중립 비중이 뚜렷하게 높습니다. 성향 지수는 종합 22.0(보수 경향)입니다.
긍정 838
중립 3,283
부정 440
보수 경향
미디어 성향보수 경향 · 22.0
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L 514 · C 2,140 · R 1,409
독자 반응 성향표본 부족 · 0.0
진보 성향중도 성향보수 성향
표본 0건 (L 0 · C 0 · R 0)
종합 성향보수 경향 · 22.0
진보 성향중도 성향보수 성향
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The Hill
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EPA replaced employee desk phones with calling software. The union says 9-1-1 doesn't work correctly
The Environmental Protection Agency (EPA) replaced employee desk phones with calling software used on their laptops, something the union says poses safety issues, including during a recent medical emergency. Justin Chen, president of the biggest EPA employee union, told The Hill that the additional software that’s supposed to handle 9-1-1 geolocation “doesn’t really work, apparently.”...
IEEE Spectrum
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IT/기술
부정적The Computer Science Degree Isn’t Dead
This article is crossposted from IEEE Spectrum’s careers newsletter. Sign up now to get insider tips, expert advice, and practical strategies, written in partnership with tech career development company Parsity and delivered to your inbox for free! The CS Degree Isn’t Dead. The Entry-Level Pipeline Is There is no shortage of people telling recent engineering graduates that their degree was a mistake and that AI is coming for their jobs before they even land one. I respectfully disagree. I have been a software engineer for 12 years, done well over 100 interviews on both sides of the table, and run Parsity, an AI engineering program. A few patterns emerge consistently in who actually breaks through in today’s job market. Here’s why I think the job market isn’t as dire as it looks, and what I would do if I were looking for my first tech job. The Numbers Need Context The Federal Reserve Bank of New York recently placed unemployment for recent CS graduates in the United States at 6.1 percent, with computer engineering graduates at 7.5 percent. Compared to philosophy majors at 3.2 percent and art history graduates at 3.0 percent, those figures look alarming. They require more context than most headlines provide. When researchers factor in underemployment (graduates working jobs that don’t require a college degree), then engineers are doing relatively well, coming in below 20 percent, against a 42 percent average across all recent graduates. Many majors reporting lower unemployment are achieving that figure by accepting work entirely unrelated to their field. Scored across unemployment, underemployment, and early-career earnings together, CS and computer engineering still rank among the top fields for overall labor market outcomes. The degree is not the problem. The hiring pipeline is. Job postings labeled “entry-level software engineer” grew roughly 47 percent between late 2023 and late 2024, while actual hiring into those roles dropped approximately 73 percent in the same window. So-called “ghost jobs,” used to create an illusion of company growth, are everywhere. This makes the front door harder to find, but it exists. Here Is What To Do About It Do a broad search of your (real-life) network. Roughly 26 percent of job offers come through referrals. Look at your actual network—classmates, professors, past internship contacts, relatives—and identify people at companies that might be hiring. The goal is a warm introduction to someone who is or knows a decision maker. One introduction carries more weight than a hundred cold applications through a portal. Find symmetric risk. A junior engineer is a risky hire by definition. A startup carries a matching risk profile, meaning potentially lower compensation, no certainty of longevity, and higher performance expectations. But that shared risk creates mutual interest. The learning curve is steep, the exposure is broad, and the track record transfers directly. For engineers whose longer-term goal is a large organization, a startup is not a detour. It can be how you build the experience those organizations eventually want to see. The first job is for validation and learning. It is not a life sentence. Manufacture experience rather than waiting for it. Employers want experience but will not hire you to get it. The way through is to create it: a deployed project, an open-source contribution, building something real for a small business or family member. Recruiters are skeptical of toy projects. A deployed application solving a real problem, combined with the ability to talk clearly about the decisions you made and why, still moves the needle. Gain practical AI engineering skills, not just AI tool fluency. Using Cursor or Copilot is now a baseline expectation. What differentiates candidates is going one level deeper. Most working engineers, including senior ones, have not built a RAG pipeline or designed a multi-agent system. Understanding how to chunk documents, generate embeddings, store and query them from a vector database, and wire it into a production application puts a candidate ahead of a significant portion of the market on a skill in rapidly growing demand. AI and data science roles grew 163 percent in job postings in 2025. The engineers who understand how these systems actually work, not just how to prompt them, are in the shortest supply. Stop optimizing around conditions you cannot predict. Nobody anticipated the 2021 hiring boom. Nobody predicted this correction. Build durable skills. The demand for engineers who can reason clearly about systems is not going away. Where you start is not where you end. —Brian Meta and Microsoft have joined the layoff tsunami. Is AI really to blame? More major workforce reductions are on the horizon at Big Tech companies: Meta announced it will cut 10 percent of its workforce, or about 8,000 employees, and Microsoft plans to offer buyouts for 7 percent of its U.S. employees in a voluntary retirement program. The cuts are understood by many to be linked to AI. But is AI really to blame? For The Conversation, two academics at the University of Sydney give their two cents. Read more here. This Roboticist-Turned-Teacher Built a Life-Size Replica of ENIAC Tom Burick got his start as a roboticist. But when a financial downturn forced him to close his robotics business, he thought of the effect teachers had on his life and decided to pay it forward. Burick now works as a technology instructor at a school for students with autism, where he recently led a project building a full-scale replica of ENIAC, an historic computer celebrating its 80th anniversary this year. Read more here. Proposed Chinese Robot Ban is Latest U.S. Tech Sovereignty Move Across several industries, the United States has been moving toward limiting the use of sensitive technology made in China. Now, legislation has been introduced to extend the trend to ground robots, including humanoids, dogs, and crawlers. This could benefit some U.S.-based robotics firms—but many of these companies still rely on Chinese-made components. “The U.S. robotics industry is in a pickle,” writes Spectrum tech policy editor Lucas Laursen. Read more here.
Hacker News Front Page
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I replaced Spotify with a homemade FM radio station
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Dawn (Pakistan)
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부정적Muslim rights group CAIR sues Virginia schools over student suspensions
WASHINGTON: The Council on American-Islamic Relations (CAIR), the largest Muslim civil rights and advocacy organisation in the United States, has filed a federal lawsuit against one of America’s largest public school systems, alleging that four Muslim students were unlawfully disciplined because of their religion and ethnic background. The lawsuit accuses Fairfax County Public Schools (FCPS), a school district serving nearly 180,000 students in the suburbs of Washington, DC, of discriminating against students at the prestigious Thomas Jefferson High School for Science and Technology, one of the nation’s top-ranked public schools. Filed in federal court in Alexandria, Virginia, the suit claims that school officials violated the students’ constitutional rights and federal civil rights laws by suspending them over a social media video while allowing similar conduct by other student groups to go unpunished. The case stems from a video posted in October 2025 by members of the school’s Muslim Student Association (MSA), a student organisation representing Muslim pupils. According to the complaint, the students were participating in a viral social media trend used by clubs and organisations nationwide to promote events and attract members. In the video, students ask classmates whether they intend to attend an MSA meeting. When the answer is “no”, other students jokingly appear and carry them away in what the lawsuit describes as a comedic skit. The plaintiffs argue the video contained no threats, weapons or references to any real-world conflict. CAIR contends that similar videos had been produced by other student groups, including some depicting mock violence and weapons, without disciplinary action. The organisation argues that school officials acted only after outside activists and social media commentators accused the Muslim students of glorifying Hamas and reenacting the Oct 7, 2023 attacks in Israel. According to the complaint, school officials adopted those characterisations, suspended the students, labelled their conduct antisemitic and placed disciplinary records in their files. One plaintiff was also prohibited from wearing a sweatshirt depicting the map of Palestine, the lawsuit alleges. The students are identified in court records by pseudonyms to protect their privacy. “The MSA behaved innocently and no differently than other student groups on campus,” CAIR attorney Catherine Keck said while announcing the lawsuit. “Yet Fairfax County singled them out, robbed them of academic and professional opportunities, and encouraged the community to target and harass them.” The complaint alleges that the suspensions had lasting consequences. The students claim they suffered reputational damage, lost educational opportunities, were subjected to online harassment and threats, and in some cases faced setbacks in college admissions and internship applications. CAIR’s legal team argues that the disciplinary action violated the students’ rights under the First Amendment, which protects free speech, the Fourteenth Amendment’s Equal Protection Clause, and Title VI of the Civil Rights Act of 1964, which prohibits discrimination in federally funded educational institutions. School officials have previously defended their response, saying the videos depicted mock kidnappings and violence that were inappropriate in a school setting. At the time of the controversy, FCPS said such content was especially troubling because it could be perceived as traumatic by members of the Jewish community amid ongoing tensions related to Israel’s war on Gaza. Jewish community organisations also criticised the videos when they surfaced last year, arguing that imagery resembling hostage-taking was particularly insensitive given the continued impact of the October 7 attacks and the hostage crisis that followed. The lawsuit, however, argues that the school’s actions were driven not by concerns about student safety but by stereotypes associating Muslim and Arab students with violence. “The reason FCPS and TJHSST punished these students and not other students in similar videos is because they believe that Muslims and Arabs pose a threat where others do not,” CAIR attorney Ahmad Kaki said. The school district has not yet filed a detailed response to the complaint. The case is likely to turn on whether the plaintiffs can demonstrate that similarly situated non-Muslim student groups engaged in comparable conduct but were treated differently. If the court finds evidence of selective enforcement based on religion or ethnicity, the lawsuit could become one of the most closely watched school civil-rights cases arising from post-October 7 tensions in American public schools. The complaint seeks damages, expungement of the students’ disciplinary records, declaratory relief and court orders preventing similar actions in the future.
The Economic Times (India)
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IT/기술
A big lifeline for marginalised Mumbai kids
Mumbai: Beneath a busy flyover in India's financial capital Mumbai, a row of pastel-coloured shipping containers houses an unlikely school serving some of the city's most marginalised children.Despite laws guaranteeing free schooling for children aged six to 14, poverty and migration continue to keep many out of classrooms, particularly in sprawling cities like Mumbai where many families survive through low-paying informal work.Crippling urban poverty also means young children selling knick-knacks on streets are still a fairly common sight at crowded traffic intersections in big Indian cities.But the non-profit that runs the free school is determined to educate its underprivileged cohort, many of whom come from homeless families that barely eke out a living.Wedged between gleaming skyscrapers and busy roads, the "Signal Shala", or traffic signal school, caters to several dozen children who have been left out of the formal education system, according to Bhatu Sawant, founder of the initiative."These children can't go to (a regular) school. So (I thought) let's do this. Let's bring the school to them," Sawant, 45, told AFP.Also read | Major change in buyer behaviour as e-scooters race deeper into BharatIndia runs one of the world's largest public school systems, but government data for 2024-25 still identified nearly 1.2 million children as "out of school", a catch-all categorisation that covers both those who have never been to school or dropped out.Free mealsFor Sawant, India's government-run schools are simply "not flexible enough for these children", while private ones charging exorbitant fees are out of the question.The signal school operates from repurposed air-conditioned containers placed on a narrow strip of land beneath a flyover, where classes and play unfold amid the constant rumble of traffic overhead.Its approach is tailored to the realities of street life.Every morning, the school bus drives through the cramped lanes of Mumbai's slums, picking up students -- a lifeline for parents who can't afford transportation.When the children file in, the first order of business is a shower, as many have no easy access to bathing facilities.Lockers are provided for books and uniforms that otherwise cannot be kept safe or clean while living in slums or on the streets.Three meals are provided free, with school hours longer than normal.Also read | Indian tourists go viral for all wrong reasons. Here's how not to become the next horror storyClasses are split by ability rather than age, with teachers adapting lessons for children who may never have held a pencil before.Older students are also taught basic skills like sitting still, speaking clearly and staying focused.The challenges are particularly acute when it comes to kids from the semi-nomadic Pardhi community, who often do not speak the local language."When the children came here, they didn't know what the days of the week were, what the 12 months were or what the seasons were," said teacher Tejasvi Borade, as the container walls rumbled from the steady stream of cars passing above.Robotics and AIFor the students, the school serves as a sanctuary from the harshness of the real world."I feel very happy seeing the school bus," said 12-year-old Pooja Pawar, whose parents take on odd jobs at construction sites."The school clothes feel nice. The breakfast is good... In school, we make cake... and dance."For others, it represents an opportunity long denied.Balaji Laxman, who once sold tissues at traffic lights to earn a few hundred rupees -- the equivalent of several US dollars -- a day, said the classrooms represent a chance to imagine a different future."I want to become a doctor," Laxman, 12, said with a shy smile.While the school steers many children towards vocational pathways, Sawant said the broader ambition is to ensure they are not left behind in a rapidly changing world."We have to prepare them for the 21st century," said Sawant, who has set up two similar schools on the outskirts of Mumbai which have robotics labs among other facilities."They should know robotics, AI, computers, 3D printing," said the educator who relies on private and corporate donations for funding, with the government helping with the infrastructure."Everything that elite class children are doing well in, they should know all of that."
Vanguard (Nigeria)
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AILFF 2026 unveils new theme to Shape the future of indigenous-language cinema
By Benjamin Njoku The organizing committee of the African Indigenous Language Film Festival has announced a new theme for its third edition. “Threads of Culture: Weaving Inclusion Through Filmmaking” has been replaced with “Digital Bridges, Ancestral Voices: Reclaiming African Screens with Indigenous Tongues.” The committee said the change followed a strategic review of the festival’s […] The post AILFF 2026 unveils new theme to Shape the future of indigenous-language cinema appeared first on Vanguard News.
The Times of India
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부정적Anthropic ‘plants’ engineers at NSA despite facing ban by Pentagon
Anthropic has reportedly placed engineers within the NSA to help deploy its advanced 'Mythos' AI for cyber operations, despite an ongoing legal dispute with the Department of War. This 'undercover' collaboration aims to customize AI for national security, with the technology designed for infiltrating foreign networks. The move is controversial given the Pentagon's prior 'supply-chain risk' label on Anthropic.
Hacker News Front Page
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IT/기술
When su replaced login for becoming another Unix login
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Ukrinform (English)
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IT/기술
Ukrainian children cannot be bargaining chip or object of compromise – MFA
Ukraine’s Ministry of Foreign Affairs has called on the international community to increase pressure on Russia to secure the immediate, safe, and unconditional return of all illegally deported and forcibly displaced Ukrainian children.
Business Insider
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Walmart says token limit on employee AI tool is about cutting down on duplicative vibe coding
Walmart placed a token limit on its internal vibe coding tool, Code Puppy, reflecting the retailer's cost-conscious approach to AI.
Business Insider
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IT/기술
Meta's Metaverse lead quietly left four months ago
Gabriel Aul, who led the Metaverse unit, retired earlier this year, replaced by former Epic Games exec Saxs Persson.
IEEE Spectrum
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긍정적What It Takes for Future-Ready Power Distribution
This sponsored article is brought to you by Black & Veatch. The biggest challenge facing utilities today isn’t what it seems. It’s not demand, even as load growth accelerates. It’s not extreme weather, even as “major events” become routine. It’s not cybersecurity, even as connections expand across the grid. The real challenge is this: Distribution systems were designed for a different reality. Long gone are the days of predictable demand, one-way power flow and isolated disruptions. At Black & Veatch, we see that leading utilities are no longer debating whether to modernize. They’re deciding how quickly they can do it, and how to do it at scale. Across grid modernization programs globally, three truths consistently emerge. They define what it takes to prepare the distribution system for what’s next: 1. Outage response is not a resilience strategy Resilience is being redefined in real time. A strategy centered on mobilizing crews and restoring service as quickly as possible is reactive, and increasingly insufficient. Resilience has to shift upstream into integrated system design. That starts with hardening. Stronger poles, undergrounding and structural upgrades all have a role, particularly in high-risk corridors. We’re also seeing meaningful gains from how the network is configured and how quickly it can respond without waiting on manual intervention. This is where distribution automation programs can change outcomes. Strategically placed reclosers, automated switches and fault indicators help contain disruptions before they spread. When combined with feeder reconfiguration and updated protection strategies, distribution automation investments allow utilities to set more aggressive recovery targets and achieve measurable reductions in outage duration and customer impact. 2. Future-readiness depends on DERs at scale Forecasting is less and less reliable. Only 19 percent of utilities report strong confidence in their ability to predict future load growth, according to the Black & Veatch 2025 Electric Report. Distributed Energy Resources (DERs) like solar, storage, EVs and behind-the-meter generation are exciting solutions; but they fundamentally change how the system operates. Power is no longer just delivered. It’s injected, stored and redirected in ways the system was never designed to manage. At scale, these challenges show up quickly — particularly on feeders where distributed generation is approaching or exceeding hosting capacity. Protection coordination becomes more difficult when fault current comes from multiple directions. Voltage becomes less predictable as generation fluctuates throughout the day. And planning models must now account for highly variable, location-specific behavior. Distribution modernization is fundamentally changing how the system is designed and operated so it can absorb disruption, manage bi-directional flows and respond in real time. Adapting to bi-directional power flow requires more than incremental updates. Leading utilities are responding by building flexibility into the system, moving beyond static assumptions toward dynamic hosting capacity and interconnection studies, planning that incorporates DER, EV adoption and localized load growth, and infrastructure aligned with the communications and control needed to manage it. 3. The edge must be intelligent, visible and secure As system stress and complexity increase, utilities need far greater visibility and control over the network. Historically, utilities relied on customer calls, Supervisory Control and Data Acquisition (SCADA) at the substation level and field crews to understand what was happening on the system. That model doesn’t hold up. You can’t effectively manage a system you can’t see. Plus, the most critical events are increasingly happening beyond the substation — on feeders, laterals, and at the edge where DER and customer behavior are interacting with the grid. Grid-edge technologies have become essential. Sensors, Advanced Metering Infrastructure (AMI) and automated switching provide the raw data and control needed to move from reactive to proactive operations. In more advanced deployments, utilities are creating centralized control environments that allow operators to see and manage the distribution system in near real time. That capability is enabled by: Advanced communications networks to form the backbone of real-time grid visibility Distribution Management System (DMS) and Outage Management System (OMS) to enable faster, more coordinated system response Analytics, AI and machine learning to improve situational awareness, anticipate system conditions, and support operational decision-making The same connectivity enabling this real-time visibility and control also introduces new vulnerabilities, blurring the line between physical and cyber risk, yet many utilities manage them separately. Only 22 percent have unified teams in place, even as threats continue to rise, including a 50 percent increase in substation attacks and growing exposure to malware and ransomware, according to the Black & Veatch 2025 Electric Report. Cybersecurity and resilient network design must be embedded into the architecture from the outset—not layered on after the fact. See what bolder vision looks like Distribution modernization is fundamentally changing how the system is designed and operated so it can absorb disruption, manage bi-directional flows and respond in real time. To learn about a successful program, check out Georgia Power’s recent grid modernization program. Black & Veatch partnered with the utility on large-scale infrastructure upgrades. The results? Outages are down 76 percent, restoration times have improved by more than 80 percent and communities across Georgia are powered by a grid built to meet the future head-on. When the state faced the most destructive storm in the company’s history, Hurricane Helene, Georgia Power deployed a rapid response team that utilized its “smart grid” and restored power to more than 1 million customers within days. A grid built to meet the future head-on—that’s the result of bolder vision.
The Times of India
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부정적After CBSE & NTA, IIT Roorkee faces JEE Advanced 2026 data exposure claim
A cybersecurity disclosure has placed infrastructure linked to JEE Advanced 2026 under scrutiny after researcher Rylen Anil alleged that a cloud storage configuration exposed thousands of candidate-related records and admit-card PDFs. IIT Roorkee, the organising institute, acknowledged the configuration issue and said corrective action was being taken. The development comes amid recent cybersecurity concerns involving CBSE's On-Screen Marking system and NTA's re-examination portal, highlighting growing attention on data security across India's examination ecosystem.
New York Post
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IT/기술
Model replaced by AI clone, put in raunchy poses: lawsuit
A New York City fashion model claims a clothing retail chain has been shamelessly using her likeness – placing “her” in places and poses she never consented to.
Fortune
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Prosecutors issue Google insider trading charges after an employee made more than $1.2 million on Polymarket
The employee allegedly placed wagers on the prediction marketplace based on the most trending topics that Google shared internally beforehand.
IEEE Spectrum
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Make a Soft Digital Clock Tick With Millifluidics
Electrons are great. We use them to move vehicles, illuminate cities, and, of course, compute. But computation is not confined to the world of electronics. And shifting to alternative nonelectronic realms can unlock unique advantages: Photonic chips, for instance, process information with light while generating little heat. Another compelling alternative is fluidics, which uses pressurized gases or liquids to build logic circuits. Pioneered in the 1960s but sidelined by microchips, the field reemerged in the 1990s as “microfluidics.” This approach aims to shrink laboratories onto a single chip by creating microscopic fluid channels with integrated micropneumatic control systems. Today, there is a second fluidic revival, this time in the domain of soft robotics. Scaling microfluidic designs up to the millimeter-scale range (millifluidics) enables the higher flow rates necessary to drive robotic actuators. These robots exploit the nonlinear behaviors of soft materials to create lifelike motion and safer interactions, often utilizing pressurized air. By building systems that “think” with the same air that powers them, we can drastically reduce the need for bulky electronic-to-pneumatic interfaces. This is the focus of my Soiboi Studio robotics lab. With millifluidic logic, I have steadily scaled the complexity of my designs. What began with a simple oscillator has most recently evolved into a clock featuring a soft, four-digit, seven-segment display. What Is Millifluidics? Building on microfluidics research from the early 2000s and recent developments from the Grover Lab at the University of California, Riverside, I’ve developed millifluidic devices using standard 3D printing and silicone casting. The basic architecture is simple: A flexible membrane is sandwiched between rigid layers embedded with networks of air channels. Just as electronics rely on differing voltage potentials, these fluidic circuits operate on the pressure difference between atmospheric pressure (logical 0) and a near-vacuum at around −60 kilopascals of relative pressure (logical 1). Using negative pressure means the membrane is pulled into openings. This creates robust seals that allow me to replicate electronic building blocks. A cast silicone membrane forms the face of the clock [top], while behind it sits 3D-printed millifluidic blocks [middle rows]. An Arduino Uno controls driver boards that operate solenoids, which are connected to valves that are attached to a vacuum pump [bottom row].James Provost While fluidic resistors are easily realized by adjusting the channel geometry, the heart of the system is a valve that mimics a metal-oxide-semiconductor field-effect transistor, or MOSFET. This vacuum “transistor” features a flow layer with two chambers (the source and drain) divided by a central valve seat and a control layer containing a cavity (the gate). A membrane runs between the control and flow layers and normally prevents airflow between the source and drain chambers. To switch the transistor on, a vacuum is applied to the gate chamber, sucking the membrane into the cavity and lifting it off the seat. This opens a path for airflow, equivalent to closing an electric circuit. By adding a small aperture to the membrane, I created a check valve—the fluidic equivalent of a diode. By combining transistors and resistive “pull-down” channels, I can build a full suite of logic gates. The original microfluidic designs that inspired me were fabricated from etched glass and milled acrylic. Adapting them for a standard 3D printer required reengineering the logic elements and mastering two critical fabrication techniques. First, I need airtight prints, yet printed plastic is notoriously porous. By printing at elevated temperatures, slow speeds, and slight overextrusion, I was able to fill microscopic gaps. When you’re using transparent filament, there’s a handy visual indicator: The more transparent the plastic appears, the lower its porosity. Second, I used glass for my print bed. By printing the upper and lower chambers directly against this bed, I got the interface surface to become mirror smooth. This finish is essential for creating reliable, airtight seals. A 0.3-millimeter silicone membrane is placed between the layers and secured with screws. How Does the Soft Clock Work? The clockface is a cast silicone membrane. Each digit segment is formed by a small underlying cavity. When air is evacuated from this cavity, the membrane is sucked inward to create a concave hollow; when atmospheric pressure is restored, the silicone pops back flush with the surface. The result is a mesmerizing, organic motion. The “brain” of the clock is an Arduino Uno, while the fluidics significantly reduce the hardware footprint. A four-digit, seven-segment display with two separator dots would require 29 solenoid valves to control directly. My clock needs just 11 valves. A pneumatic transistor is off when its upper control chamber is at atmospheric pressure [top]. When air is removed from the control chamber, it lifts a membrane, which allows air to flow between lower flow chambers and turns the transistor on [bottom]. James Provost To understand how it works, consider a standard electronic four-digit, seven-segment LED display. This also uses 11 pins to drive its digits. (In clockface displays, an additional pin is required to drive the separator dots.) Every digit is connected to a shared data bus with seven lines, one per segment. The four control lines select individual digits. Only one digit is illuminated at time, and strobing the digits at least 50 times per second creates the illusion that all four are simultaneously illuminated. Such high-speed switching is not possible with air. Instead, I rely on memory. Each segment acts like a capacitor: By evacuating its cavity (logic 1), you “charge” the segment; by restoring atmospheric pressure (logic 0), you discharge it. Hence, each digit acts as an independent 7-bit memory. If the system is sufficiently airtight, the segments maintain their state for several seconds. Like the electronic display, the system utilizes a seven-line data bus. Each line connects to a solenoid valve that provides either vacuum or atmospheric pressure. To selectively address the individual digits, I placed a fluidic transistor between each segment and its data line. All the transistors’ control inputs for a given digit are combined into one “write enable” line connected to its own solenoid valve. Activating this valve allows me to write data into the corresponding digit’s memory. The clock updates one digit per second, meaning a full cycle across the face takes 4 seconds. This cycle also drives the separator dots: A set of fluidic diodes connects the enable lines to the dots’ cavities. Consequently, as each digit is addressed, the dots pulse automatically. This display is more than a clock; it is a soft robot that happens to tell time. By offloading computation to the same air that powers movement, the clock approaches a new class of machines that are simpler, lighter, and more integrated. I’m now developing a guide for getting started with vacuum-powered logic and may release a refined version of this clock in the future. Watching the silicone skin morph serves as a fascinating reminder that not all logic needs silicon; sometimes, all you need is flexible silicone and a flow of air. This article appears in the June 2026 print issue as “The Soft Clock.”
Washington Examiner
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긍정적If the administration panics at every AI advance, it doesn’t have a policy
Only a couple of months after the Trump administration outlined a light-touch, innovation-friendly stance to artificial intelligence in its national framework proposal, it now appears to be backing down from that stance. And what replaced that optimism about the future of AI has been, by some accounts, infighting within the administration over how to deal with […]
The Verge
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Google Health is here, but a lot of people want their Fitbit app back instead
The Fitbit app is no more. Along with the launch of the new Fitbit Air (which you can expect a full review of once we've spent more time with it), Google has officially replaced it with Google Health, as previously announced, and many of the responses we've seen so far are full of confusion, frustration, […]
The Register
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Samsung memory workers call off strike and may score six-figure bonuses
PLUS: Huawei says it’s replaced Moore’s Law; Chinese mobile plans add token allowances; Singtel slinging Optus; And more!
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