E-Paper Display Reaches the Realm of LCD Screens

Modos debuts an open-source e-paper with a 75-Hz refresh rate

4 min read

Matthew S. Smith is a contributing editor for IEEE Spectrum and the former lead reviews editor at Digital Trends.

Black-and-white cityscape with sailboat, cursor hovered over photo on blue background.

Modos has unveiled an e-paper display with a refresh rate of 75 Hertz, comparable to a basic LCD display.

Source image: Modos

E-paper displays are prized for their readability and low power use, but they’ve long been dismissed as too slow for everyday computing.

Modos, a two-person startup with open-hardware roots, thinks it has cracked part of that problem with a development kit capable of driving an e-paper display at refresh rates up to a record 75 hertz.

The Modos Paper Monitor and Dev Kit, now available for crowdfunding on Crowd Supply, combines standard e-paper panels with an open source FPGA-based display controller. While the kit provides enthusiasts and developers a complete package (with e-paper display, display driver, and hardware adapter), it’s also an entry point for experimenting with different e-paper displays.

“I would say instead of our secret sauce, we have open sauce,” says cofounder Alexander Soto. “You don’t even need to use the panel we’re offering. You could use a different panel and still get [75 Hz].”

E-paper at 75 Hz

Most e-paper panels update at a refresh rate of around 10 Hz or less. (E-paper is the generic term for screens that mimic the appearance of ink on paper—the most well-known brand being that made by the company E Ink.) Some displays don’t even quote a refresh rate and may require up to a full second to refresh.

A better refresh rate means a display can show more frames each second, which in turn provides smoother, more lifelike motion. Modern digital video is usually delivered at 30 or 60 frames per second, which until recently was well beyond the reach of an e-paper display. This is an area where e-paper clearly lags LCD displays, which start at 60 Hz and go up from there.

Modos is able to hit refresh rates of up to 75 Hz on a 13-inch e-paper panel with a 1,600 by 1,200 resolution. (a 6-inch e-paper panel with 1,448 by 1,072 resolution and the same refresh rate is available, too.) Bumping the refresh rate also reduces latency. That’s a key point, as it allows an e-paper display to be used in situations where latency matters, such as a computer or tablet display.

“A lot of people default to thinking that with e-readers or e-paper, it’s slow, it’s going to be flashing all the time,” says Soto. “Our challenge has been going to conferences, going to events, and showing people…e-paper can be very fast.”

Open Source E-Paper Display Controller

Modos’s quoted 75-Hz refresh rate is the highest yet for an e-paper display, but it’s arguably not the key innovation. Several competitors already offer e-paper displays with refresh rates up to 60 Hz which, though lower, is close.

But Modos has a not-so-secret weapon: Caster, an open-source e-paper display controller that’s compatible with a wide variety of e-paper panels. The display controller, which is based on the AMD Spartan-6 FPGA, departs from typical e-paper controllers with pixel-level display management.

“Traditionally, the [e-paper display] controller used a single-state machine to control the entire panel, with only two states: static and updating,” says Modos cofounder Wenting Zhang. “Caster treats each pixel individually rather than as a whole panel, which allows localized control on the pixels.”

The FPGA display controller is paired with Modos’s Glider Mega Adapter, which includes four different display connectors compatible with several dozen e-paper displays ranging in size from 4.3 to 13 inches. Soto says the adapter can be used to repurpose displays salvaged from older e-readers, like Amazon’s Kindle.

A 75-Hz refresh rate allows for smoother scrolling. Modos

Modos also provides an application programming interface (API), written in the C programming language, that lets applications select display-driving modes dynamically. As the video above shows, a Linux window manager can be used to render text in a low-latency binary color mode, display maps in more detailed yet responsive gray scale, and display video with maximum-fidelity gray scale—all simultaneously on the same screen.

The code and schematics for Caster, Glider, and the API are open source and available on Github.

Crowdfunding for E-paper Innovation

Modos’s crowdfunding campaign is set to conclude on 18 September. Orders are expected to ship in January of 2026, although (as is often the case for crowdfunded projects) the shipping window is not guaranteed.

Getting to this stage has taken several years. The company’s founders initially hoped to build an e-paper laptop, the Modos Paper Laptop, which was announced in January of 2022. However, the realities of electronics manufacturing complicated that project early in its life and the laptop was never made available to order.

“Part of it was that the primary aspect ratio for the majority of [laptop] chassises are for 16:9 and 16:10. And when you look at e-paper displays, it was an aspect ratio of 4:3. So, we either had to make a custom chassis, or a custom panel, both of them being prohibitively expensive,” says Soto.

Panel sourcing also remains a hurdle. E-paper’s production is geared toward e-readers and signage, which means most panels aren’t the right size for a computer. However, the Modos Paper Monitor and Dev Kit found a practical compromise in recently introduced 13-inch e-paper displays, many of which provide a resolution similar to LCD and OLED panels developed for laptops.

In this way, the Dev Kit is a continuation of Modos’s original goal. While building a full-fledged e-paper laptop was impractical, the Dev Kit’s high refresh rate, open-source display controller, and API give ambitious users the opportunity to implement their own low-latency e-paper computer display—or anything else they put their mind to.

This article was updated on 8 September 2025 to replace mentions of “E Ink” (the specific e-paper technology developed by the company of the same name) with “e-paper.”

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Why Wind Power Needs a Superplane

Radia’s building an aircraft longer than a football field

8 min read
A rendering of the WindRunner aircraft in flight over mountainous desert

Aeronautical engineering at a preposterous scale: At 108 meters in length, WindRunner will look like an oil tanker that’s sprouted wings.

Radia
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The world’s largest airplane, when it’s built, will stretch more than a football field from tip to tail. Sixty percent longer than the biggest existing aircraft, with 12 times as much cargo space as a 747, the behemoth will look like an oil tanker that’s sprouted wings—aeronautical engineering at a preposterous scale.

Called WindRunner, and expected by 2030, it’ll haul just one thing: massive wind-turbine blades. In most parts of the world, onshore wind-turbine blades can be built to a length of 70 meters, max. This size constraint comes not from the limits of blade engineering or physics; it’s transportation. Any larger and the blades couldn’t be moved over land, since they wouldn’t fit through tunnels or overpasses, or be able to accommodate some of the sharper curves of roads and rails.

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Transforming Physical Substation Security

Meerkat revolutionizes substation security, enhancing efficiency and proactive protection

7 min read
Electric substation aerial view with security zones marked in red and blue sections.
The Meerkat assessment features real-time mitigation modeling, optimizes camera placement, and identifies all vulnerabilities that could be exploited by malicious actors.
POWER Engineers, Member of WSP

This is a sponsored article brought to you by POWER Engineers, Member of WSP.

Digital transformation is reshaping industries across the globe, and the power delivery sector is no exception. As demand for reliable and efficient energy supply continues to grow, the need to modernize and optimize operations becomes increasingly critical. By leveraging digital tools and technologies, utilities are unlocking unprecedented opportunities to enhance precision, efficiency and resilience throughout the power delivery value chain—from generation to distribution.

However, while digitalization offers transformative potential, the power delivery industry continues to grapple with substantial technical and operational challenges. Many utilities still operate with legacy or manual security protocols that rely on reactive rather than proactive strategies. The slow pace of technology adoption further compounds these issues, increasing the vulnerability of critical assets to inefficiencies, downtime and physical threats. Overcoming these obstacles requires a strategic shift toward innovative solutions that drive measurable improvements in safety, reliability and operational optimization.

Meerkat takes the guesswork out of substation security by integrating high-fidelity data with real-time 3D mitigation modeling. This sophisticated approach identifies all line-of-sight vulnerabilities, and delivers robust protection for critical infrastructure in an increasingly complex threat landscape.Video: POWER Engineers, Member of WSP

The Need for Digital Transformation in Physical Security

Physical attacks on substations are becoming increasingly prevalent and sophisticated. As technology evolves, so do the bad actors that are trying to take down the grid. Many mitigation methods are no longer sufficient against modern methods of attack. These facilities, which are crucial to keeping the grid operational, must be able to comprehensively assess and adapt to new threats. Digital transformation is the key to this goal.

Physical breach events, defined here as physical attacks, vandalism, theft and suspicious activity, accounted for more than half of all electric disturbance events reported to the United States Department of Energy in 2023. POWER Engineers, Member of WSP

Traditional Methods Fail to Meet Modern Demands

Conventional site analysis methods in power delivery are often inefficient and prone to inaccuracies, particularly at substations, where the shortcomings can lead to significant vulnerabilities.

Physical site walkthroughs to identify areas of vulnerability, for example, are inherently subjective and susceptible to human error. Compounding matters, safety concerns in high-voltage environments, coordination challenges and access restrictions to areas not owned by the substation can result in incomplete assessments and evaluations fraught with delays.

Static analysis is also limited by outdated or erroneous publicly available data, hindering precise assessments and delaying decision-making processes. For instance, assets captured in publicly available data may misrepresent recent construction near the site, which may create new lines of sight to critical assets.

Meerkat, developed by POWER Engineers, Member of WSP, leverages advanced technology to enhance threat assessment accuracy, significantly reducing assessment times, lowering mitigation costs and improving overall protection at substation facilities.

The Vulnerability of Integrated Security Analysis (VISA) method attempts to address some of these shortcomings by leveraging expert collaboration. Yet, it too has limitations—expertise variability among participants can lead to unrepresented perspectives, and reliance on static drawings and resources hampers effective visualization during sessions.

In contrast, some utilities opt for no analysis at all, erecting perimeter walls around facilities without pinpointing specific vulnerabilities. This approach often results in overbuilding and overspending while potentially leaving critical assets exposed due to overlooked threats from neighboring structures or terrain features.

Communication silos between stakeholders can also exacerbate these inefficiencies.

It’s Time to Transform: Embrace Digital Solutions

Emerging tools and technologies have the ability to address the longstanding inefficiencies in physical substation security.

Enhance Precision and Efficiency

Integrating cutting-edge technologies such as real-time data analytics and remote sensing, for example, can significantly enhance the precision and efficiency of security assessments. These tools provide dynamic insights into potential vulnerabilities, enabling proactive measures that adapt to emerging threats.

Prioritize and Optimize Resources

Transitioning from subjective assessments to data-backed evaluations ensures that decisions are grounded in accurate information rather than intuition alone. Robust datasets allow for thorough risk analyses that prioritize high-impact vulnerabilities while optimizing resource allocation.

Implement Scalable Solutions

Embrace flexible solutions capable of scaling with evolving infrastructure requirements or regulatory changes over time. This adaptability ensures continued relevance amidst shifting industry landscapes driven by technological advancements or policy shifts.

Where to Start

To solve the insufficiencies found within conventional site assessment methodologies, POWER Engineers, Member of WSP, designed a transformative threat assessment tool called Meerkat. Meerkat harnesses high-quality data and advanced modeling techniques to deliver comprehensive vulnerability assessments customized to each unique facility. It is offered alongside an industry-leading team of experts who can help break down costs, explore alternative mitigations and address operational concerns.

Meerkat revolutionizes physical substation security by offering a more accurate and thorough analysis compared to conventional approaches. It mitigates the risk of human error inherent in manual inspections and overcomes access limitations through advanced remote sensing capabilities. Additionally, Meerkat facilitates seamless collaboration among stakeholders by providing dynamic, easily interpretable visualizations that enhance communication and decision-making processes. Analyses can even be performed in a secure, online workshop, allowing subject matter experts to skip the travel delays and jump right into the action.

By using Meerkat in substation security projects, utilities can transition from reactive to proactive strategies that anticipate and counter potential vulnerabilities before they are exploited. This shift not only ensures compliance with regulatory standards but also aligns security enhancements with financial objectives, ultimately safeguarding both assets and investments in a rapidly changing technological landscape.

How it Works

The Meerkat assessment features real-time mitigation modeling, optimizes camera placement, and identifies all vulnerabilities that could be exploited by malicious actors.POWER Engineers, Member of WSP

Step One: Data Collection

Meerkat starts with data collection. When pre-existing data of the site is available and of good quality and accuracy, it can be used for this process. However, when there is not sufficient data available, the Meerkat team collects its own high-fidelity data of the study area. This includes the substation facility, property and all surrounding terrain and infrastructure within an established radius of concern.

Step Two: Build a Model

Next, the high-quality data is transformed into an interactive 3D model in a virtual environment. The model is so accurate that it can facilitate virtual site visits. Users can navigate around the substation environment by clicking and dragging on screen and can visualize the site from any point ranging from a bird’s-eye view to the perspective of a potential bad actor looking into the station.

Step Three: Test Mitigations in Real Time

This interactive model serves as a virtual sandbox where mitigation strategies can be tested in real time. It can comprehensively and objectively map all line-of-sight vulnerabilities—big and small—that a bad actor might use to attack critical components. Then, existing or proposed mitigation strategies, if available, can be tested and validated within the system. This stage is great for testing what-if scenarios and seeing how multiple mitigations interact if combined before construction even comes into play.

Step Four: Find the Best-Cost Solution

POWER’s team of industry-leading experts use their knowledge to guide iterative solutions that bring substation owners and operators closer to the best-cost solutions for their substations. Sometimes moving or changing the height of a proposed wall is all it takes to drastically improve protections without drastically changing the price. A built-in cost estimator can also give a rough idea of how material costs change as the design does.

The Benefits of Using Meerkat

Meerkat is an industry-leading technology that offers unparalleled benefits in conducting thorough vulnerability assessments for critical assets at substations. By leveraging sophisticated algorithms and high-quality data, Meerkat delivers precise evaluations that pinpoint potential weaknesses with exceptional accuracy. This comprehensive approach means that every aspect of a substation’s physical security is meticulously analyzed, leaving no stone unturned.

Enhanced Efficiency

One of the key advantages of Meerkat is its ability to significantly enhance efficiency in the assessment process. This not only reduces the time and resources required for site assessments but also ensures consistent and reliable results.

Meerkat also allows an evaluation and design process that can sometimes take months of back-and-forth communication to happen in just a handful of hour-long workshops.

Improved Accuracy

Accuracy is another hallmark of Meerkat, as it eliminates the guesswork associated with human-based evaluations. By leveraging advanced modeling techniques, Meerkat provides actionable insights that empower utilities to make informed decisions regarding security upgrades and mitigations. This precision facilitates proactive risk management strategies, allowing stakeholders to address vulnerabilities before they manifest into tangible threats.

Ultimately, by improving both efficiency and accuracy in vulnerability assessments, Meerkat enables better decision-making processes that enhance overall risk management. Utilities can confidently implement targeted security measures tailored to each site’s unique needs, ensuring robust protection against emerging threats while optimizing resource allocation. In a landscape where rapid technological advancements challenge conventional practices, Meerkat stands as a vital tool for safeguarding critical infrastructure with foresight and precision.

A Case Study: Strategic Security Optimization with Meerkat

The following case study has been sanitized of identifying information to maintain the security of the facility.

Background

A client faced a critical decision regarding the security of their substation, which was surrounded by a chain-link fence spanning 3,523 linear feet. Concerned about potential line-of-sight attacks on their critical assets, they planned to construct a new 15 ft tall concrete masonry unit (CMU) wall around the entire perimeter. Before proceeding with this significant investment, they sought validation from physical security experts at POWER and used the advanced threat assessment capabilities of Meerkat.

Security Plan Validation

To assess the effectiveness of the proposed security plan, Meerkat was employed to model the 15 ft wall within a highly accurate digital representation of the facility and its surroundings. The comprehensive data-backed threat assessment revealed lingering vulnerabilities despite the proposed construction. With estimated costs between $12 million and $15 million—and additional expenses for ballistic rated gates—the financial implications were substantial.

Working Backward

Recognizing that the original plan might not sufficiently mitigate risks, the client collaborated with Meerkat experts and key personnel across disciplines—including electrical engineers, civil engineers and transmission planners—to explore alternative strategies. Through a series of concise workshops over several days, they reimagined security designs by focusing on protecting critical assets identified as essential to system stability.

Meerkat enabled real-time modeling and testing of diverse mitigation strategies. Its interactive features allowed stakeholders to dynamically adjust protective measures—such as repositioning or resizing ballistic barriers—with immediate insights into effectiveness against vulnerabilities. This iterative process prioritized achieving the optimal balance between cost efficiency and robust protection.

The Results

Through strategic analysis using Meerkat, it became clear that constructing two separate 166 ft long, 25 ft tall walls at targeted locations around critical assets offered superior protection compared to encircling the entire perimeter with a single structure. This solution significantly enhanced security while reducing the estimated implementation costs to approximately $3.4 million—about a quarter of the cost of the initial projections.

Ultimately, the revised approach not only lowered risk profiles but also prevented unnecessary expenditure on inadequate defenses. By leveraging the advanced technology provided by Meerkat, the client successfully optimized resource allocation, comprehensively safeguarding their vital infrastructure.

Get Started

Any entity interested in learning more about Meerkat and its applications can request a free demonstration from our team of experts at meerkat.powereng.com.

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Maximizing Solar ROI with Smarter Balance-of-System Solutions

How To Optimize Solar BOS For Value and Efficiency

1 min read

This white paper addresses the challenge of rising balance-of-system (BOS) costs in solar energy projects, which now make up a larger share of total system expenses due to falling solar module prices. It provides valuable insights for engineers, developers, and EPCs on how to optimize BOS components for efficiency, reliability, and lower total cost of ownership. Readers will learn how to reduce labor, avoid costly installation errors, and improve long-term performance through better product selection, installation tools, mock-up testing (golden rows), and Panduit’s comprehensive BOS solutions that bundle, connect, protect, and identify system elements.

Download this free whitepaper now!

AI Agents Will Reshape Online Advertising

Autonomous agents on the Web could reorder the online economy

5 min read
Conceptual illustration of an agentic artificial intelligence model.
Stuart Bradford

The modern Internet is, for better or for worse, built on advertising. But the advent of autonomous AI agents that can search for information and execute tasks on behalf of users could soon upend this business model and transform the Web, say researchers.

Most of the platforms people rely on to find information online, including search engines and social media sites, make the bulk of their money from advertising, says Jun Wang, a professor of computer science at University College London. By harvesting data on user’s browsing habits and interests they offer marketers the ability to precisely target individuals with personalized content, which has seen these websites corner a growing proportion of advertising spending.

But rapidly improving AI chatbots are quickly becoming people’s go-to way to find information on the Web, says Wang. And the trend is only likely to accelerate as tech companies roll out AI agents, which can interface with external tools and APIs to autonomously carry out more complex online tasks for users, such as doing in-depth research or making purchases. This has led to predictions that we may soon see the emergence of an “agentic Web” where the primary users of the Internet become AI bots rather than humans.

“The agentic Web is going to change everything,” says Wang, predicting that people will increasingly rely on agents as proxies to navigate the Web on their behalf. And in a recent position paper posted on the preprint server ArXiv, he and colleagues outline how this could lead to a new “agent attention economy” where advertisers increasingly jockey to be noticed by agents rather humans.

How AI Agents Will Navigate the Web

Wang is well-qualified to talk about the topic, having spent most of his career on the technology that power today’s online economy. He has worked on recommendation algorithms that parse browsing data to identify the content and products that might interest individuals, and he helped develop real-time auction technology that lets marketers compete to have their ads displayed to specific users. But these systems will need to adapt considerably as agents become more prevalent online, says Wang.

One of the key enablers for a future agentic Web is the Model Context Protocol (MCP) developed by Anthropic, which provides a standardized way for AI models to interact with things like databases, APIs, and other Web services. In order to carry out user instructions, agents will break them down into sub-tasks and then call on various external MCP-enabled tools to help solve each smaller problem. For example, if asked to plan a holiday, the agent might interface with map services tools, hotel booking platforms, and weather information providers.

Agents will be faced with the same challenge as today’s human Internet users, says Wang; they’ll have to select which of many available services and tools to rely on for each subtask. Providers will also face the same challenge of ensuring their solution is the one that is selected. But solving these conundrums will require new technology and novel models of agent behaviour to ensure these sometimes competing incentives line up, he adds.

In some areas, the underlying mechanisms could be very similar, says Weinan Zhang, a computer science professor at Shanghai Jiao Tong University in China, and co-author of the recent paper. While traditionally advertisers have competed for the eyeballs of human users, in an agentic Web they will compete to get their offerings into an agent’s “context window”—essentially the AI model’s working memory, which holds all the information needed to complete a task.

Exactly how this will be achieved remains an open question, but Zhang says it could involve a similar kind of auction system to the ones used in Web advertising today. Model developers could allow service providers to bid to be included in the options considered by the model, and even pay extra for increased prominence in the shortlist.

The End of Traditional SEO?

New agent-focused forms of search engine optimization may emerge as well, says Zhang. Rather than using natural language searches that focus on keywords to surface the best results, agents may increasingly rely on more elaborate data representations like dense vectors, which can incorporate details like the semantic meaning and context of a search query. This may lead to marketers optimizing Web content for these new search approaches, rather than human-readable ones.

An interesting dimension to the agent attention economy, says Zhang, is that it may increasingly involve interactions between multiple agents to solve tasks. This could be made possible by the Agent2Agent Protocol (A2A) introduced by Google, which enables agents from different providers and with different capabilities to communicate and collaborate with each other.

Here again, agents will need some way of deciding which agents to cooperate with, and agent providers will be eager to promote their own offerings. Zhang says we may see the emergence of a new agentic version of PageRank—a system used by search engines to establish the relevance and trustworthiness of webpages. The current algorithm examines Web pages to see the number and quality of other Web pages that link back to them.

In the new paradigm, agents that handle certain tasks would replace Web pages, says Zhang, and those that are consistently called upon by other popular agents would get a higher rank that would boost their visibility and reputation. “If the agent is very capable at collaborating with a team to finish different kinds of users tasks, a lot of agent wills call this agent,” he says. “The PageRank of this agent will be very high, so that means on the agentic Web, this agent will be very important—just like a very large website.”

The possibility of each user request involving multiple agents will further complicate the advertising model, says Zhang. Each agent along the pipeline may be targeted by different advertisers or respond differently to SEO, making it much more complex to track the impact of specific marketing efforts.

The ability of agents to communicate in natural language could also allow them to negotiate in ways similar to how humans haggle in a real-world market, says Wang. Rather than automated bidding tools, agents themselves may wrangle over what tools to use and whom to collaborate with.

The Path Toward an Agentic Web

Ceding this much control to autonomous systems might seem alarming, but Wang says there are likely to be ways for humans to maintain high-level control over their agentic proxies. One simple option would be to allow users to select which service providers their agents can interact with.

“So for example, if I use booking.com quite often and I use Amazon, I just subscribe to their MCP servers,” he says. “Then the agent is constrained to their environment to do the deal for me, because those are the partners I trust.”

However, Wang admits this vision remains some way off. Most people are still a long way from trusting bots to roam the Internet making purchases for them, and advertising technology for agents doesn’t yet exist. Creating an agentic attention economy will likely require big players to come together to develop tools that can navigate competing interests and complex multi-agent coordination problems, he adds.

If these problems are solved, it could fundamentally change the nature of the Internet. People will increasingly access the Web through digital assistants without ever actually browsing websites themselves, says Zhang, and webpages and online services will increasingly be tailored for agents rather humans. “The conventional Web will shrink,” he says.

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The Unlikely Revival of Nuclear Batteries

Startups plan to put them in robots, sensors, and medical implants

14 min read
Vertical
Yellow cylinder with nuclear symbol, plus-minus signs, casting shadow on blue background.
Edmon de Haro
DarkBlue1

In 1970, surgeons in Paris implanted the first nuclear-powered pacemaker, and over the next five years, at least 1,400 additional people received the devices, mostly in France and the United States. Encased in titanium, the batteries for these devices contained a radioactive isotope—typically about a tenth of a gram of plutonium-238—and could operate for decades without maintenance. The invention provided relief to a population of people who previously needed surgery every few years to change out their pacemaker’s chemical battery.

As time went on, though, the whereabouts of these radioactive tickers became increasingly difficult to track. In the United States, the devices were supposed to be returned to the U.S. Department of Energy for plutonium recovery. But often, that didn’t happen. Doctors changed jobs, manufacturers went out of business, patients died, and families forgot about their loved one’s pacemaker. Too often, the radioactive material landed in crematoriums and coffins.

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Exploring the Science and Technology of Spoken Language Processing

Sydney gears up for landmark speech science conference

4 min read
Soundproof room with foam panels, two people working with audio equipment.
Chris Stacey, Macquarie University

This is a sponsored article brought to you by BESydney.

Bidding and hosting an international conference involves great leadership, team support, and expert planning. With over 50 years’ experience, Business Events Sydney (BESydney) supports academic leaders with bidding advice, professional services, funding, and delegate promotion to support your committee to deliver a world-class conference experience.

Associate Professor Michael Proctor from Macquarie University’s Department of Linguistics recently spoke about his experience of working on the successful bid to host the Interspeech 2026 Conference in Sydney, on behalf of the Australasian Speech Science and Technology Association (ASSTA).

Why Bid for a Global Event?

Interspeech is the world’s largest and most comprehensive conference on the science and technology of spoken language processing. The conference will feature expert speakers, tutorials, oral and poster sessions, challenges, exhibitions, and satellite events, and will draw around 1,200 participants from around the world to Sydney. Interspeech conferences emphasize interdisciplinary approaches addressing all aspects of speech science and technology.

Associate Professor Proctor is Director of Research in the Department of Linguistics at Macquarie University, where he leads the Phonetics Laboratories. Under the leadership of Professor Felicity Cox at Macquarie University, Associate Professor Proctor worked in partnership with Associate Professor Beena Ahmed and Associate Professor Vidhya Sethu at the University of NSW (UNSW) to prepare the bid on behalf of ASSTA.

Every breakthrough begins with a conversation. Become a Global Conference Leader and be the voice that starts it all. BESydney’s Global Conference Leaders share their voice and leadership vision to bid and host for a global conference that drives change and shapes the future of academic and industry sectors, with BESydney’s trusted advice, guidance and support at every step of the way. BESydney

“Organizing a major international conference is an important service to the scientific community,” says Associate Professor Proctor. A primary motivation for bringing Interspeech 2026 to Sydney was to highlight the rich multilingual landscape of Australasia and refocus the energies of speech researchers and industry on under-resourced languages and speech in all its diversity. These themes guided the bid development and resonated with the international speech science community.

“Australasia has a long tradition of excellence in speech research but has only hosted Interspeech once before in Brisbane in 2008. Since then, Australia has grown and diversified into one of the most multilingual countries in the world, with new language varieties emerging in our vibrant cities,” stated Associate Professor Proctor.

Navigating the Bid Process

Working with BESydney, the bid committee were able to align the goals and requirements of the conference with local strengths and perspectives, positioning Sydney as the right choice for the next rotation of the international conference. Organizing a successful bid campaign can offer broader perspectives on research disciplines and academic cultures by providing access to global networks and international societies that engage in different ways of working.

“Organizing a major international conference is an important service to the scientific community. It provides a forum to highlight our work, and a unique opportunity for local students and researchers to engage with the international community.” —Associate Professor Michael Proctor, Macquarie University

“Although I have previously been involved in the organization of smaller scientific meetings, this is the first time I have been part of a team bidding for a major international conference,” says Associate Professor Proctor.

He added that “Bidding for and organizing a global meeting is a wonderful opportunity to reconsider how we work and to learn from other perspectives and cultures. Hosting an international scientific conference provides a forum to highlight our work, and a unique opportunity for local students and researchers to engage with the international community in constructive service to our disciplines. It has been a wonderful opportunity to learn about the bidding process and to make a case for Sydney as the preferred destination for Interspeech.”

Showcasing Local Excellence

One of the primary opportunities associated with hosting your global meeting in Sydney is to showcase the strengths of your local research, industries and communities. The Interspeech bid team wanted to demonstrate the strength of speech research in Australasia and provide a platform for local researchers to engage with the international community. The chosen conference theme, “Diversity and Equity – Speaking Together,” highlights groundbreaking work on inclusivity and support for under-resourced languages and atypical speech.

Interspeech 2026 in Sydney will provide significant opportunities for Australasian researchers – especially students and early career researchers – to engage with a large, international association. This engagement is expected to catalyze more local activity in important growth areas such as machine learning and language modeling.

Interspeech 2026 will be an important milestone for ASSTA. After successfully hosting the International Congress of Phonetic Sciences (ICPhS) in Melbourne in 2019, this will be an opportunity to host another major international scientific meeting with a more technological focus, attracting an even wider range of researchers and reaching across a more diverse group of speech-related disciplines.

“It will also be an important forum to showcase work done by ASSTA members on indigenous language research and sociophonetics – two areas of particular interest and expertise in the Australasian speech research community,” says Associate Professor Proctor.

Looking Ahead

Interspeech 2026 will be held at the International Convention Centre (ICC) Sydney in October, with an estimated attendance of over 1,200 international delegates.

The larger bid team included colleagues from all major universities in Australian and New Zealand with active involvement in speech science, and they received invaluable insights and support from senior colleagues at the International Speech Communication Association (ISCA). This collaborative effort ensured the development of a compelling bid which addressed all necessary aspects, from scientific content to logistical details.

As preparations for Interspeech 2026 continue, the Sydney 2026 team are focused on ensuring the conference is inclusive and representative of the diversity in speech and language research. They are planning initiatives to support work on lesser-studied languages and atypical speech and hearing, to make speech and language technologies more inclusive.

“In a time of increasing insularity and tribalism,” Associate Professor Proctor says, “we should embrace opportunities to bring people together from all over the world to focus on common interests and advancement of knowledge, and to turn our attention to global concerns and our shared humanity.”

For more information on how to become a Global Conference Leader sign up here.

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Teach 5G Hands-On with TIMS Lab Experiments

Boost Student Comprehension in Telecoms with Interactive 5G Labs.

1 min read

Boost Student Comprehension in Telecoms with Interactive 5G Labs.

Teaching complex 5G and telecommunications concepts can be challenging – students often struggle to connect theory with real-world applications. Traditional lecture-based methods may fail to engage, leaving gaps in understanding critical technologies like OFDM, channel coding, and signal modulation.

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4 Ways to Conquer Imposter Syndrome

Expert tips to boost confidence and defeat self-doubt

4 min read
Conceptual collage of a faceless woman with red scribbles around her head, meant to symbolize mental stress.
Source image: Volodymyr Melnyk

If you credit luck instead of skill for your professional accomplishments, and if you struggle to accept praise, you might be experiencing imposter syndrome. If so, you aren’t alone. Nearly 70 percent of high-achieving adults experience it, according to an article in the Harvard Business Review.

Common signs of imposter syndrome include persistent self-doubt and considering yourself a fraud despite evidence to the contrary, according to a Journal of General Internal Medicine article.

To help engineers learn how to manage feelings of inadequacy, IEEE Women in Engineering recently held the Conquer Impostor Syndrome to Advance Your Career webinar. Kim Meninger, a leadership coach, consultant, and motivational speaker, gave tips on building confidence and overcoming anxiety.

Here are her recommendations.

Manage disruptive thoughts

Imposter syndrome is not a clinical diagnosis but a form of anxiety, Meninger said.

“There is no arguing with the fact that being worried someone at work is going to find out you’re not capable of doing your job is fear-based,” she said. The brain interprets fear as a sign of danger, she added, and that triggers a fight-or-flight physiological reaction.

When faced with social threats such as failure, rejection, and humiliation, she said, the fight-or-flight response can cause a person to lose the ability to reason, solve problems, and think clearly.

If that happens, she said, analyze what you fear and what might happen if things go sour. Create an action plan if it happens. When you have a plan, she said, you feel more in control.

When people are anxious, however, it’s often difficult for them to strategize. Meninger’s suggestions on how to stay calm include:

Take deep breaths. It sends a signal to your brain that there is no physical threat. If you are going into a meeting that you know will trigger your anxiety, start breathing exercises a few minutes before it starts.

Bring water with you. Taking a sip of your beverage during your presentation is a great pause button, buying you time to think about what you want to say next, Meninger said, and drinking something won’t attract attention. You gain a moment to collect yourself.

Speak slowly. Anxious people often start speaking quickly, she said. Words and thoughts can diverge, and you can lose the ability to communicate clearly. If you intentionally speak slower, it requires you to focus, diverting your attention from any panic you’re feeling. It also makes you appear more in command of your message.

Adopt a “growth mindset”

The growth mindset, Meninger said, is the belief that a person’s abilities and intelligence can be developed through dedication to learning and hard work, rather than being fixed traits.

Many people develop a fixed mindset in adulthood, believing that their abilities and intelligence are unchangeable. If you have a growth mindset, you believe you can control your destiny and choose whether you want to invest in becoming better at something.

People with a fixed mindset who are not good at math, for example, might attribute it to a lack of understanding the subject. Those with a growth mindset might study or find a tutor to help them, knowing that they can improve with focus and time.

Having a growth mindset can help you become more confident and less likely to experience imposter syndrome, Meninger said.

“It’s important to be aware when you start blaming genetics or natural abilities for what you view as shortcomings,” she said. “We don’t always notice the way we adopt fixed mindsets.”

“Your strengths are the raw materials that allow you to make an impact on your team, organization, family, and community.”

That is where what Meninger calls the power of yet comes into play. When you tell yourself that you’re not good at something, add a yet at the end of the sentence. For example, say “I’m not good at presenting yet,” rather than simply “I’m not good at presenting.”

Adding that single word opens up the possibility of improving rather than making the lack of a skill a definitive statement that can’t be changed, she said.

Another suggested way to practice a growth mindset is to “become a beginner intentionally,” Meninger said. “Perfectionists only take risks where they’re virtually guaranteed to succeed. Because of this, they tend not to experience the discomfort of learning and growing.”

One way to break out of that cycle, she said, is to learn a new skill outside of work, such as knitting, art, playing a musical instrument, or speaking another language.

Celebrate your successes

Many people don’t take time to celebrate their successes. Instead, they focus on their mistakes and failures, whether real or perceived. One reason, Meninger said, is that culture and family expectations influence the way people view mistakes and successes. Several cultures teach humility and that one should not talk about their successes, as it can be boastful.

“We owe it to ourselves to unapologetically accept that we have strengths,” Meninger said. “There’s nothing shameful about that. Your strengths are the raw materials that allow you to make an impact on your team, organization, family, and community.”

If you don’t know what you do well, you can’t channel it in a positive direction, she said. Knowing your strengths isn’t about stroking your ego but rather understanding how you can be of service to others.

Your brain won’t focus on your successes naturally, so it’s important to practice, Meninger said. One way to do so is to keep an accomplishment journal. Write down three things each day that went well, or problems you solved, at work or in your personal life.

Your journal also can be used as a source when you need to fill out a performance evaluation for your employer or to make a case for a promotion, she said. It helps to build your confidence because you can see your successes listed.

Leverage your resources

You don’t need to be an expert on every subject, Meninger said; you just need to recognize what you don’t know. To gain expertise, create relationships with people who have knowledge you’re missing, she recommended: Instead of putting pressure on yourself to be all-knowing, think about who at your company can complement your skills and how you can work with them.

Also, if you’re worried that everyone else in a meeting has more experience than you and you’re doubting your contributions, inquire why you were invited. Ask the meeting organizer what they would like you to contribute or what information they want you to prepare.

“Don’t go into a mystery meeting that will cause you more anxiety,” Meninger cautioned.

When you ask such questions, you likely will learn the organizer invited you because of a strength you have.

IEEE Women in Engineering regularly hosts career-related webinars, which are available to watch on demand on its website. The webinars cover topics such as best practices for science communication, leadership skills, and turning research into a startup.
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An image of a chip.

In a laptop built with RISC-V, you can modify both hardware and software to fit your needs.

DeepComputing
Green

Buried in the inner workings of your laptop is a secret blueprint, dictating the set of instructions the computer can execute and serving as the interface between hardware and software. The instructions are immutable and hidden behind proprietary technology. But starting in 2025, you could buy a new and improved laptop whose secrets are known to all. That laptop will be fully customizable, with both hardware and software you’ll be able to be modified to fit your needs.

This article is part of our special report Top Tech 2025.

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Building the Future of Smart Home Security

Engineers must invent new technology to enhance security products’ abilities

4 min read
One engineer peers into a microscope to work on a small circuit while another engineer looks on

In this article, SimpliSafe’s VP of Software Engineering discusses his team’s focus on creating a safer future through enhanced technology.

SimpliSafe

This is a sponsored article brought to you by SimpliSafe.

It’s nearly impossible to find a household today that doesn’t have at least one connected smart home device installed. From video doorbells to robot vacuums, automated lighting, and voice assistants, smart home technology has invaded consumers’ homes and shows no sign of disappearing anytime soon. Indeed, according to a study conducted by consulting firm Parks Associates, smart home device adoption has increased by more than 64 percent in the past two years, with 23 percent of households owning three or more smart home devices. This is particularly true for devices that provide security with 38 percent of Americans owning a home security product. This percentage is likely to increase as 7 in 10 homebuyers claimed that safety and security was the primary reason, after convenience, that they would be seeking out smart homes, according to a report published by Security.org last year.

As the demand for smart home security grows, it’s pertinent that the engineers who build the products and services that keep millions of customers safe continue to experiment with new technologies that could enhance overall security and accessibility. At SimpliSafe, an award-winning home security company based in Boston, Mass., it is the pursuit of industry-leading protection that drives the entire organization to continue innovating.

In this article, Nate Wilfert, VP of Software Engineering at SimpliSafe, discusses the complex puzzles his team is solving on a daily basis—such as applying artificial intelligence (AI) technology into cameras and building load-balancing solutions to handle server traffic—to push forward the company’s mission to make every home secure and advance the home security industry as a whole.

Using AI to enhance safety and customer experience

Since its founding in 2006, SimpliSafe has been reimagining antiquated security products and services and developing accessible technology that can be easily installed into homes across the country. It redefined the home security space by introducing wireless, DIY products and pioneered giving customers the ability to monitor their homes via a smartphone app. Today, SimpliSafe’s talented engineering team continues to innovate by investigating how AI can be used to reduce false alarms and enhance the customer experience.

False alarms are a constant obstacle in the home security and emergency response industries. Not only are false alarms annoying to customers, but they also make it difficult for emergency responders to differentiate between real emergencies and accidental alarm trips, which in turn, result in slower response times. One of our engineering team’s top priorities is understanding how they can reduce false alarms and send help fast to address verified emergencies. The potential solution? Integrating AI into security cameras.

Our engineering team is developing AI that will make our cameras “smarter” and give them the ability to identify specific objects to reduce false alarms and enhance the customer experience.

Imagine having an outdoor camera that could tell you if the vehicle in your driveway is a friend, a stranger, or a police car. Or what about having a video doorbell that could tell you if the backpacked teenager on your front stoop is your daughter returning home from school or a delivery person dropping off tonight’s takeout dinner? Customers are only interested in receiving alerts for movements that are out of the ordinary and security monitoring centers are only interested in addressing emergency events. Thanks to AI, we’re on our way to addressing all of these needs.

Currently, our engineering team is developing AI that will make our cameras “smarter” and give them the ability to identify specific objects with the ultimate goal of delivering a best-in-class customer experience. With these advanced cameras, customers will receive tailored app alerts detailing the specifics of the detected camera activity. In time, emergency operators will only receive calls for activity that appears out of the ordinary, thereby reducing false alarms and accelerating emergency response.

As AI technology develops and as our engineering team grows, we can explore more ways AI can make SimpliSafe smarter, faster, simpler and more accurate to help us advance the future of security. There is still plenty to be uncovered and our engineers have a unique opportunity to create life-saving products and services that have a truly positive impact on the customer.

Building infrastructure to meet the demand of a growing customer base

Today, SimpliSafe has over 1 million subscribing customers and nearly 5 million connected devices working hard to protect homes against intruders, fires, water damage, and more. Managing the server activity of those connected devices is a unique challenge to SimpliSafe. Few companies come close to SimpliSafe’s connected device volume.

Due to the large volume, we move beyond what any major cloud provider can handle. Even the biggest international SaaS providers running on common cloud solutions only support a few hundred thousand devices at a given time. Given the lack of scalable cloud providers, we must turn to our engineers to create a solution that can scale as our customer base grows and ensure customers’ servers are always operating smoothly, without interruption.

To add to the challenge, most internet of things (IoT) companies use servers for “request and response,” meaning that the connection used to first understand a customer’s request and then provide them with a response is short-lived. SimpliSafe works differently. Unlike other IoT companies, we must keep long-lived connections for our backend servers. Constant connection between the customer and the server is crucial because it allows us to trace an alert back to a relevant customer and notify them of an emergency quickly, a task that would take too long if we used “request and response” protocol.

Careers at SimpliSafe

If you are interested in learning more about SimpliSafe’s engineering team and the technical problems they’re looking to solve across software, hardware, firmware, mechanical, electrical, artificial intelligence, and cloud disciplines please visit SimpliSafe’s career page.

As an award-winning home security company, we understand better than anyone how important it is for a customer in a potentially dangerous situation to receive help swiftly. Not only do our engineers need to create a solution to manage our servers, but they must also create a solution that can load-balance with ease and provide a highly responsive experience for our customers.

Thankfully, our talented team has created new and innovative technologies that are able to control all our servers as well as the data it processes. But load-balancing maintenance is an ongoing focus. We are always looking to hire more engineers who can help us scale to address our growing customer base.

SimpliSafe’s engineers are leading a growing number of innovative projects, more than can be outlined here. They span the gamut of advanced technology and engineering, including the development of new hardware devices, cameras, imaging technology, app development, cloud computing, cyber security protection, motion detection and user authentication technologies. No matter what our engineers are focused on, all are dedicated to enhancing safety. It’s our mission to make every home secure that pushes us forward and challenges us to reimagine a safer world, achieved with the help of exceptional home security products.

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Meta’s New Flat-Panel Laser Display Is Ultrathin

The display may find use in AR glasses and holography

2 min read
Hands holding a translucent microchip wafer with intricate green circuit patterns.

Photonic chips enable Meta’s new ultrathin display.

Zhujun Shi, Risheng Cheng, Giuseppe Calafiore et al.

By shining lasers onto a tiny screen roughly as wide as a pencil-top eraser, scientists at Meta have created an ultrathin, high-definition flat-panel display they suggest might be used in augmented reality applications.

Flat-panel displays are now commonplace, often illuminated by LEDs. When contemplating the next step beyond these displays, scientists have explored replacing the LEDs with lasers. Ideally, laser-based displays can offer superior brightness and a wider range of colors than conventional LED displays, researchers at Meta say.

“High brightness is important particularly for see-through and outdoor applications, such as augmented reality use cases,” due to the bright lighting conditions in which people often find themselves, explains Guohua Wei, an optical scientist at Meta’s Reality Labs in Redmond, Wash. “Rich color provides a much better user experience, as we see in traditional cinemas.”

However, laser displays typically rely on complex, bulky optical systems to deliver laser light precisely where it is needed on screens. Previous attempts to develop flat-panel laser displays have required complicated laser arrays or low-throughput fabrication methods, greatly limiting their performance and scalability, the researchers say.

Now, the team at Meta has developed a flat-panel laser display only 2 millimeters thick. With it, they developed a prototype see-through augmented reality system that could blend virtual images with real-world scenes in an office environment. The photonic chip driving the new display may also one day be used in everything from smartphone screens to slim-panel 3D holography.

“After three years of research and thousands of illuminator chips prototyped, we are happy to have the opportunity to share with the tech community the results of our team’s work,” says Giuseppe Calafiore, head of the augmented reality waveguides group at Meta’s Reality Labs.

Photonic Chip Slims Meta’s Display

At the heart of the new display is a centimeter-scale photonic integrated circuit. This combines thousands of components with different optical functions onto a single photonic chip, avoiding the need for the complex, bulky optical systems required with conventional optics. “It’s an integrated optical chip that can generate almost any arbitrary optical function,” Calafiore says.

The new display weds the photonic chip with a 5- by 5-millimeter liquid-crystal-on-silicon (LCoS) panel, which has a resolution of 1,920 by 1,080 pixels. The resulting device is less than one-eightieth the thickness of conventional LCoS displays while achieving 211 percent of the color gamut.

The new photonic chip was fabricated using standard CMOS-compatible processes, making it scalable for mass production, the scientists note. The devices may one day find use in a wide range of new kinds of displays, including slim-panel holographic displays, high-resolution light-field displays, and more, they add.

“This work could pave the way to a future where photonic integrated circuits create the brightest, most compact new kind of displays,” Calafiore says.

Calafiore notes that current LCoS displays are limited to pixel sizes of about 3 micrometers. This could mean any system based on LCoS—including the new display—may fall behind competitors in the augmented reality market, such as micro-LEDs, unless LCoS research is not pushed more aggressively.

The scientists detailed their findings 20 August in the journal Nature.

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Touchscreens Are Out, and Tactile Controls Are Back

Rachel Plotnick’s “re-buttonization” expertise is in demand

6 min read
Close-up angle of a car's analog dashboard, featuring buttons, knobs and a CD slot.

Touchscreen controls in some new car models are being replaced by conventional knobs and buttons.

WinnieVinzence/iStock

Tactile controls are back in vogue. Apple added two new buttons to the iPhone 16, home appliances like stoves and washing machines are returning to knobs, and several car manufacturers are reintroducing buttons and dials to dashboards and steering wheels.

With this “re-buttonization,” as The Wall Street Journal describes it, demand for Rachel Plotnick’s expertise has grown. Plotnick, an associate professor of cinema and media studies at Indiana University in Bloomington, is the leading expert on buttons and how people interact with them. She studies the relationship between technology and society with a focus on everyday or overlooked technologies, and wrote the 2018 book Power Button: A History of Pleasure, Panic, and the Politics of Pushing (TheMIT Press). Now, companies are reaching out to her to help improve their tactile controls.

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Adhesives Gain Popularity for Wearable Devices

Adhesive formulations help with challenging assembly of wearables and medical sensors

3 min read
Machine assembling electronics

A major challenge in wearable device assembly is to maximize the reliability of embedded circuits while keeping the package thin and flexible.

Shutterstock

This is a sponsored article brought to you by Master Bond.

Master Bond adhesive formulations provide solutions for challenging assembly applications in manufacturing electronic wearable devices. Product formulations include epoxies, silicones, epoxy-polyurethane hybrids, cyanoacrylates, and UV curing compounds.

There are some fundamental things to consider when deciding what is the right adhesive for the assembly of electronic wearable devices. Miniaturization of devices, and the need to meet critical performance specifications with multiple substrates, require an analysis of which chemical composition is most suitable to satisfy the required parameters.

These preliminary decisions are often predicated on the tradeoffs between different adhesive chemistries. They may vary widely, and in many cases are essential in achieving the needed goals in adhering parts and surfaces properly.

About ​Master Bond EP37-3FLF

Master Bond EP37-3FLF is an exceptionally flexible epoxy compound that forms high strength bonds that stand up well to physical impact and severe thermal cycling and shock, making it ideal for e-textile applications. Because it is flexible and produces a lower exotherm — heat released during the polymerization process — than conventional epoxy systems, EP37-3FLF lessens the stress on sensitive electronic components during cure. Reducing stress during cure is essential for protecting fragile die and other components in ultrathin, flexible electronic packages.

EP37-3FLF bonds well to a variety of substrates, including metals, composites, glass, ceramics, rubber, and many plastics. It offers superior electrical insulation properties, outstanding light transmission, especially in the 350- to 2000-nm range, and is serviceable at temperatures from 4K to 250°F. EP37-3FLF can be cured in 2-3 days at room temperature or in 2-3 hours at 200°F. Optimal properties are achieved by curing overnight at room temperature followed by an additional 1-2 hours at 200°F.

Master Bond EP37-3FLF was selected as one of six adhesives tested in a study of flexible electronic packaging for e-textiles conducted at the University of Southampton.

Learn more about Master Bond EP37-3FLF

The shape of the wearable device, flexing and bending requirements, joining similar or dissimilar substrates, how long it will be worn, and where it will be worn, are some of the factors that are a prerequisite in deciding the type of adhesive. The types of stresses the device will be exposed to and the environmental conditions are also consequential. Viscosity, cure speed, and gel time, working life, and pot life are significant from a processing standpoint.

Adhesives are gaining popularity for wearable electronic devices because many provide structural integrity, good drop, shock, impact performance, thermal stability, and resistance to moisture, fluids such as sunscreen oil, soda, water immersion, sweat, as well as normal wear and tear. Specific grades feature good electrical and thermal conductivity, bond well to dissimilar substrates, minimize stress, have high elongation or flexibility and can be applied in ultra small areas for miniaturized designs. Special, dual curing products have a UV tacking capability combined with a secondary heat cure mechanism for fast cures. User friendly solvent and lead free compositions have low halogen content, excellent thermal cycling capability and adhere well to metals, composites, many plastics, fabrics.

Specific Master Bond adhesives pass USP Class VI and ISO 10993-5 standards for biocompatibility. These may be utilized in wearable, invasive, and non-invasive medical sensors used for surgeries, diagnostics, therapeutics and in monitoring systems. Some prominent applications range from sleep apnea therapy devices, dialysis machines, videoscopes, infusion pumps, monitoring equipment, and respiratory equipment to blood pressure monitoring, instruments and body temperature measurement devices.

Adhesives are gaining popularity for wearable electronic devices because they provide good structural integrity, impact performance, thermal stability, and resistance to moisture as well as wear and tear.

Mobile wellness wearable sensors have been instrumental in monitoring our fitness, calorie/burn consumption, and activity levels. Through the use of many different polymeric systems including many that contain nanofillers, Master Bond has provided medical sensor manufacturers with adhesives that aid in the design of miniaturized, lighter weight, lower power devices.

Several case studies have cited using Master Bond adhesives in their medical sensors. One includes researchers at The University of Tennessee; they used EP30Med in their measurement tools and gauges for their medical device applications. EP30Med was chosen for its low viscosity, non-rapid set up time, USP Class VI approval and other performance properties.

Another case study involves electronic textile (e-textile) technology, in which microelectronics are embedded into fabrics. In this study, the University of Southampton investigated the influence of material selection and component dimensions on the reliability of an e-textile packaging approach under development. The key measures of reliability considered in this study were the shear load and bending stresses of the adhesive and substrate layers of the flexible package. One of the adhesives tested included Master Bond EP37-3FLF.

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Unveiling the Power of Local Dimming in HDR Content

A key feature in next-generation displays

1 min read

Dynamic backlight dimming technology, particularly in automotive and medical applications, plays a critical role in enhancing the performance of High Dynamic Range (HDR) displays. This whitepaper delves into the R-Car dynamic local dimming solution, which intelligently adjusts brightness and contrast across different zones of a display, thereby optimizing energy efficiency while delivering superior visual quality. By managing local dimming across numerous zones, this solution minimizes power consumption and enhances visual clarity, particularly in scenarios that demand high precision, such as automotive displays and medical imaging systems.

In the automotive sector, dynamic backlight dimming technology enables high contrast and dynamic range displays, providing drivers with real-time information visibility even in challenging lighting conditions. Additionally, this technology contributes to energy conservation, essential for electric vehicle systems. Similarly, in medical imaging, the local dimming solution offers more accurate image reproduction, particularly in high-contrast scenarios like surgical procedures, where precision is paramount. These advancements underscore the significance of dynamic backlight dimming in both critical and everyday applications, positioning it as a cornerstone of next-generation display technologies.

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“Printegrated Circuits” Bring the Smarts to 3D Printing

A new production approach embeds electronic components in printed objects

6 min read
3D printed digital devices with embedded PCBs, in fun designs resembling a lady bug, mushroom and slug.

Oliver Child is developing techniques to more easily add printed circuit boards and conductive elements to 3D-printed items.

Oliver Child

Just as the laser printer delivered the benefits of a printing press to personal computer users more than 40 years ago, 3D printers have made it possible for individuals to turn digital designs into physical objects. Some printers cost less than US $1,000, and they can be used to create one-off objects or low-volume production of items.

3D-printed objects have one major limitation; it’s not easy to make them “smart.” Adding digital processors and other components remains a challenge, as does adding conductive traces to, for example, detect when someone is touching the object. This is particularly true for the average hobbyist or even university lab—printed electronics technology exists that uses flexible silver inks and semiconductor materials, but the materials and machinery are way out of reach for such groups.

Oliver Child, a Ph.D. candidate at the University of Bristol, in England, has been working on the problem. After a stint in the semiconductor business, he has found a way to merge his digital-electronics experience with his love of 3D printing. He has created a process that allows someone to embed a physical microcontroller—such as an Arduino—in a 3D printed object. He calls the result “printegrated circuits.

IEEE Spectrum spoke with Child to learn more about his work and his hopes for the future of the technology.

Oliver Child on:

I was looking through your website and it looks as though you came into this from the 3D-printing side; is that fair to say?

Oliver Child: I did a computer science undergrad program and then went into the electronics industry, but I have always been a bit of a hobbyist.

I went into the semiconductor industry with a startup that had about 300 people working for it. We still couldn’t be competitive, because iteration was so expensive compared with established products already on the market. Every time you wanted to make a new chip, you had to pay to license the software and then the tape-out fee cost several million dollars as well.

I have always had this self-sufficiency attitude, wanting to be able to do everything on my own. 3D printing gives me access to affordable tools with incredible precision right at my fingertips.

Obviously, it’s nothing like making semiconductors, but I can imagine a world one day where we can print all sorts of weird electronic things so that we can try out new things much faster without necessarily being part of such big structures.

Return to top

When I look at your “printegrated circuits” projects, my takeaway is that this is an opportunity for a low-volume way to bring smarts to objects. Is that correct?

Child: Clearly there are many limitations with this technology, especially with the electrical resistance of the plastic and the physical resolution that you can get from off-the-shelf 3D printers and materials.

It starts with your Arduino projects that you’ve spent a long time crafting and you’ve got wires sticking out everywhere. And then you want to make a demo unit that you can show to lots of people and maybe give a few out to participants who want to study them. It needs to be low cost and it actually has to work. So this solution falls somewhere in the middle ground between individual Arduino projects and high-volume mass production.

There’s some really exciting stuff going on in this middle. For example, getting custom PCBs [printed circuit boards) in low quantities is now easy and affordable.

My go-to example is the TuneShroom, which is a mushroom-shaped MIDI controller. It connects using a USB-C connector at the bottom, and these black bits on the top are touchpads. Conductive traces go between the pad and a microcontroller that’s embedded in the base of 3D print. The PCBs used in these projects have through-holes that are designed to have component pins and copper wires soldered into them. With printegrated electronics, the 3D printing process pauses at a point so that the PCB can be placed in a cavity of the object. Then we use custom code that instructs the 3D printer to inject conductive PLA [polyactic acid] filament into the through-holes.

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TuneShroom is an example of a 3D-printed object with “printegrated circuits”—black spots serve as touchpads connected to a microcontroller embedded at the mushroom’s base.Original figure: Oliver Child

Conductive Filament Challenges for Printegrated Circuits

Was it difficult to get the conductive filament material to work?

Child: We had a bit of a learning curve, to be sure. At first, we tried just pushing the PCB pins into the plastic. It turned out that the connections were not reliable because any deformation of the plastic resulted in unreliable connections. And if you removed the component and pushed it back in, the connections were even worse.

Then I saw a 3D printer using two different types of filament material, and I wondered why we couldn’t do something like that. I found that you can get Protopasta Black PLA filament that is infused with carbon black. It has enough carbon to make the material conductive. Interestingly, the material is anisotropic, so its electrical resistance is different when printed in one direction than it is in another.

With a two-printhead printer, we could switch back and forth between the standard and conductive filaments. It turned out that a single-head printer wouldn’t do, because you need pure material when printing and extensive purging between filament changes wasn’t sufficient to completely clear the printhead.

Even with two heads, it took a lot of experimenting to get the injection printing to work reliably, and to minimize contact resistance between the PCB and printed trace. We worked hard on getting the right amount of material, the timing, how fast you inject it, and how much you have to retract afterwards so that you don’t pull the material out when the nozzle comes up. It took a lot of testing.

Have you explored using any other materials?

Child: We tried TPU [thermoplastic polyurethane] filament which is more elastic than PLA, and can also come infused with carbon. It’s really cool because you can use it to make pressure-sensitive devices. You can create a lattice, and when you squish it, more of the stuff comes in contact with itself, which changes the resistance.

We also tried copper-infused filament from Electrifi 3D, but it’s about twenty times the cost of the carbon-infused material. While it has much lower resistance than the carbon material, the resistance is still much higher than pure copper wire, so it’s not really useful for powering anything. I hope to do more experimenting with it, but it’s too expensive to make using it accessible at this point.

You mentioned Arduino processors. These are certainly popular with hobbyists and experimenters, but aren’t they a bit large for some applications, such as wearables?

Child: I’ve been using the XIAO series microcontrollers from Seeed Studio. These are Arduino compatible but are only about 21 by 18 millimeters in size. They come in a variety of designs for different purposes, and they work with our material-injection process to connect with the through-holes on their PCBs.

We’re using off-the-shelf 0.4-mm nozzles on our printers. These work fine with the 2.54-mm hole pitch on these devices. You can get smaller, 0.2-mm nozzles for printers, but going smaller with a higher pin density is pushing things a bit tight at this point.

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What’s on your wish list? If you could wave a magic wand, what would you want to move this process forward?

Child: I’d wish for a low-cost filament that has the same conductivity as copper wire. That would solve so many things.

My next wish would be for a way to use multiple boards or components in a single printed product. And we’re working on modifying a standard 3D printer so that it can pick and place solid components such as PCBs so that we don’t have to interrupt the print process to place them by hand.

Also, I’d like designs to be more transportable between different 3D printers. Right now, the inner settings of many printers are locked down and the user can’t adjust them. I’d like to be able to publish a design and have people be able to print it out on their own, anywhere in the world.

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It appears that you’re a fan of open source.

Child: I’m a big proponent of open source. Currently, too many interactive devices are too complicated to build, making it difficult to make the same physical device somewhere else. It’s not worth the creator’s time and effort to document the entire process because there’s not much chance that others will be able to replicate the builds.

I think we’re going to see more people finding it easier to share their designs. If we can abstract our work in a digital form, that would make it easier to share and modify if you want.

We’re currently running a big user study, getting lots of people to print their own units of a certain design. We’re working with maker communities to see if we can share designs and have others make them on their own printers. In time, my hope is that people will start incorporating functional materials in their open source designs so that anyone, anywhere in the world, will be able to print these interactive devices, and even modify them for their own specific needs.

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Engineering the First Fitbit: The Inside Story

They had a billion-dollar idea—and a lot to learn about hardware

16 min read
Vertical
A closeup of a hand holding a black Fitbit clipping it onto a pocket. The word “STEP” is visible in blue text on the device.
Peter DaSilva/The New York Times/Redux

It was December 2006. Twenty-nine-year-old entrepreneur James Park had just purchased a Wii game system. It included the Wii Nunchuk, a US $29 handheld controller with motion sensors that let game players interact by moving their bodies—swinging at a baseball, say, or boxing with a virtual partner.

Park became obsessed with his Wii.

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Milwaukee Tool Transforms Itself Into an Innovation Company

Sensors, software, and AI allow the company to offer more advanced, app-connected tools

6 min read
A person operates a smartphone app that connects with Milwaukee Tool hardware

Milwaukee's One-Key mobile app allows users to track, monitor, and secure their tools.

Milwaukee Tool

This is a sponsored article brought to you by Milwaukee Tool.

Back in 2013, Milwaukee Tool embarked on an ambitious new direction for its products by giving their tools wireless connectivity. Initially, the concept was to leverage this wireless connectivity to create an app-driven tool that would control the maximum speed of a cordless drill.

Milwaukee Tool knew that they were introducing something that would require a behavior change in their users. Despite this, if they could get it right, it could transform how their customers do their jobs. Along the way, they changed Milwaukee Tool into an innovation company.

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Disaster Awaits if We Don’t Secure IoT Now

Here’s how to help prevent the next cyberattack

7 min read
Illustration of robotic arms attached to an assembly line equipped with internet of things technology.
iStock

In 2015, Ukraine experienced a slew of unexpected power outages. Much of the country went dark. The U.S. investigation has concluded that this was due to a Russian state cyberattack on Ukrainian computers running critical infrastructure.

In the decade that followed, cyberattacks on critical infrastructure and near misses continued. In 2017, a nuclear power plant in Kansas was the subject of a Russian cyberattack. In 2021, Chinese state actors reportedly gained access to parts of the New York City subway computer system. Later in 2021, a cyberattack temporarily closed down beef processing plants. In 2023, Microsoft reported a cyberattack on its IT systems, likely by Chinese-backed actors.

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How LG and Samsung Are Making TV Screens Disappear

See-through TVs could banish the big black rectangle—at a cost

9 min read
An array of 15 large transparent displays showing cascading water, with a crowd of people is visible through the screens.

Television giants LG [pictured] and Samsung both demonstrated see-through displays at CES 2024.

Travis P. Ball/Sipa/AP

A transparent television might seem like magic, but both LG and Samsung demonstrated such displays this past January in Las Vegas at CES 2024. And those large transparent TVs, which attracted countless spectators peeking through video images dancing on their screens, were showstoppers.

Although they are indeed impressive, transparent TVs are not likely to appear—or disappear—in your living room any time soon. Samsung and LG have taken two very different approaches to achieve a similar end—LG is betting on OLED displays, while Samsung is pursuing microLED screens—and neither technology is quite ready for prime time. Understanding the hurdles that still need to be overcome, though, requires a deeper dive into each of these display technologies.

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Why Smart Manufacturing?

Digitalization spells opportunity for electronics manufacturing

4 min read
Siemens

In an industry that demands new products at an unprecedented rate, electronics companies are increasingly relying on “smart manufacturing” to address the challenges of complexity, customization, compliance, globalization and customer expectations for near-perfect quality.

Smart manufacturing – employing computer control and high levels of adaptability – takes advantage of powerful information and manufacturing technologies that enable flexibility in physical processes for a dynamic and global market.

The foundation of smart manufacturing is an integrated platform that unites all of the domains required to engineer, manufacture and deliver today’s smart products. Smart manufacturing is a digitalized development strategy that encompasses the entire process, from PCB design and factory floor optimization to incorporating customer feedback in new designs. This approach can reduce time-to-market by up to 50 percent, shrink development costs by as much as 25 percent and enable electronics companies to deliver near-perfect product quality.

A digitalization strategy is aimed at creating digital twins of products, production, and performance – detailed and accurate replicas that help accelerate the development, manufacturing, delivery, and service of their real-world counterparts. The digital twins and all their stakeholders are connected through a digital thread of information. The availability of actual manufacturing and in-service data makes it possible to continually refine the accuracy and fidelity of digital twins.

Digitalization has enticing benefits. It clearly supports better planning and faster validation of production alternatives and increases the effectiveness and performance of manufacturing operations. Electronics companies are investing heavily: nine out of ten companies are investing in digital factories, according to the PwC consultancy. Deloitte notes that sharp price declines in digital technologies make it possible to invest less and still reap benefits on a wider scale.

According to industry and technology research firm Gartner, digitalization success depends less on having the most advanced technologies and more on having the right operating systems. Business skills, incentives, and operating models have 15 times more impact on the likelihood of success in digitalization than changes in technologies. Eighty percent of companies have digitalization initiatives underway, with 69 percent indicating that they must become more digital, Gartner reported from the 2017 survey. It’s important to note that a successful transition into the digital factory relies not only on the technology but also on the level of acceptance, training, and personnel at the factory.

Fragmented Digital Initiatives

Most electronics manufacturers have digitalized their operations in a piecemeal fashion over time. Their digital landscapes have expanded as the technologies and their business cases have evolved, and manufacturers have applied solutions for a range of individual functions. These include integrated planning and management for PCB assembly and test, production ramp-up and optimization with virtual design and process verification, part and mold manufacturing, supplier collaboration and manufacturing execution, among others. This fragmented approach has resulted in multiple disconnected systems and information silos that prevent digitalization from delivering on its promise.

Integrated Solutions Build the Digital Enterprise

To reap digitalization’s potential benefits, electronics manufacturers need integrated smart manufacturing solutions that break down the silos. Such solutions use product lifecycle management (PLM) technologies to link design verification, manufacturing planning and process engineering, allied with electronics-specific manufacturing execution systems (MES) that unite production scheduling, production execution, and manufacturing analytics. An integrated solution that spans the entire electronics development and manufacturing lifecycle can establish the digital thread of information that supports collaboration and horizontal integration across all disciplines

Proving Business Benefits of Smart Manufacturing

As a major industrial electronics manufacturer and the world’s leading supplier of programmable logic controllers (PLCs), Siemens has fully embraced the smart manufacturing approach, with quantifiable shop floor and business benefits.

The Siemens Amberg Electronics Plant (German abbreviation: EWA) is the company’s showcase plant for smart manufacturing systems. EWA manufactures 12 million PLCs per year, or one control unit every second. The plant’s real and virtual manufacturing worlds are completely integrated. Product codes communicate requirements to production machines and dictate sequences of production steps. Products and machines determine the selection of items and production lines needed to meet delivery deadlines. Independently operating software agents monitor each step to confirm compliance with regulations.

These practices rapidly turn innovation into products. Between the use of digital prototypes and the ability to simulate and optimize production processes in software, the time it takes for EWA to introduce new products is reduced by 50 percent. Changeover time is also half as long. New order lead time is 24 hours, with the ability to handle 1,000 product variants and a lot size of one. Production quality at EWA is 99.99885 percent, and a series of test stations detect the few defects that do occur. This digital enterprise has seen cost savings of up to 25 percent.

New Technology for Electronics Manufacturing Execution

Another case study that illustrates the power of smart manufacturing is the Siemens electronics manufacturing facility in Fürth, Germany. The plant recently underwent a digital transformation that included integration of mechanical and electronics development and manufacturing processes, Internet of Things (IoT) manufacturing data acquisition through plug-and-play real-time data acquisition and control, and systems integration with the company’s PLM and enterprise resource planning (ERP) systems.

The new digital landscape enables a seamless flow of product and production data from PLM to manufacturing execution. A key component of the solution is a leading-edge MES developed specifically for electronics manufacturing. The MES supports process preparation for both PCBs and mechanical components, as well as scheduling, materials management and manufacturing analytics. Through a PLM pipeline, the MES is directly connected to all product design data, electrical and mechanical, and extends the digital thread to the ERP system. “Today we have a true one-stop-shop solution for managing electronics manufacturing that covers all process areas, as well as material flow and integration with PLM and ERP,” says Hermann Kraus, manufacturing manager at Siemens Fürth. Migration to the new MES “introduced a layer of value that we could not have achieved with a disconnected set of tools through custom integration.” The ease of connection to production machinery made it easy to deploy the solution across Siemens Fürth’s assembly lines.

To learn more about smart manufacturing for electronics, see the resources below.

Resources:

How best-in-class companies use digitalization for smart manufacturing

The Role of MES for Smart Manufacturing in Electronics

Electra Meccanica goes electric with digitalization

Siemens and DMDII: Bringing the Digital Enterprise to Life

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Tariffs May Spike Engineering Education Costs

Tinkerers, hobbyists, and students could find themselves paying the bill

5 min read
Large LED color bulbs surrounding a metro processor chip.

Adafruit, which sells components like these programmable string lights, is one of many electronics companies affected by new tariffs.

Adafruit Industries

Adafruit, a New York City-based online retailer that sells a variety of electronic components and tools, received its first significant bill under the new U.S. tariff regime on 29 April 2025.

The damage? US $36,000.

Escalating tariffs made that bill several times larger than those Adafruit had previously paid. “If it weren’t for the 125 percent, plus 25 percent, plus 20 percent tariffs,” the fee may have been around $5,000 to $6,000, explains Adafruit founder and engineer Limor Fried. She said the shipment was valued between $70,000 and $80,000, and that some items in the shipment faced tariffs as high as 175 percent.

While the Trump administration has already changed its tariff policy several times in recent weeks, this new expense isn’t a one-off. Barring a complete reorientation of U.S. tariff policy, this is the new reality for companies importing electronic components to the United States.

The tariff situation is challenging for many companies that build or sell electronics, but it poses specific challenges for the maker community and companies like Adafruit, which sells some components designed in-house. Companies specializing in components, single-board computers, and modular or repairable electronics often source from dozens or hundreds of suppliers outside the United States, which makes them sensitive to tariffs. And the nuances of U.S. tariff policy can lead to unintuitive downsides.

Tariff Bills Arrive as Confusion Reigns

Adafruit is one of many companies that have felt the impact.

Wyze, a Seattle-based company that sells smart home electronics like security cameras and locks, announced on social media that a recent shipment valued at $167,000 was hit with a tariff bill of $255,000. YouTuber and electronics blogger GlytchTech went viral after posting a $2,885.29 tariff bill on equipment that shipped from China before 2 April, when President Trump officially announced the administration’s “reciprocal” tariffs. And Allen Walton, owner of surveillance electronics company SpyGuy, told Wired he “doesn’t know if he should replenish his stock.”

On 12 May 2025, the Trump administration announced a temporary tariff deal that reels tariffs back 115 percent from prior levels, which reportedly nets out to a tariff of 30 percent on goods from China. But the deal offered cold comfort to Adafruit and other companies that have already paid steep tariffs. “Just because it changed today, I can’t get back what we were charged,” says Adafruit’s Fried. This adds an element of risk, as tariffs may change after a shipment has left its country of origin. What matters is the rate when shipments arrive.

Adafruit paid a $36,000 tariff on a shipment of less than $80,000 worth of goods.Adafruit Industries

That being said, Fried also noted a gap between the announcement of trade deals and their implementation. Though the White House currently leads U.S. tariff policy, it’s up to the U.S. Customs and Border Protection to handle the specifics of how changes apply to thousands of product categories. The frequent swings in policy have led to the agency playing catch-up. As a result, it’s often unclear what the tariff will be until the bill arrives.

“A statement on the news doesn’t mean anything until customs actually formulates how each tariff code is charged,” Fried notes.

A Game of “Musical Factories”

The Trump administration’s tariff regime has the stated goal of rebuilding U.S. domestic manufacturing. Whether that will happen is unclear, however. The complex dynamics of supply chains and international tariffs means the winners and losers aren’t what you’d expect.

Raspberry Pi, a U.K.-based maker of single-board computers used by companies to make everything from digital billboards to handheld game consoles, manufactures its computers in the United Kingdom. While manufacturing costs are often a bit higher in the U.K. than in China, this strategy is now tariff-efficient, as the company faces lower tariff rates than many of its competitors.

“We are lucky that the majority of our product is in the 10 percent tariff world, which is kind of the best place that you can be,” says Eben Upton, Raspberry Pi’s founder.

Raspberry Pi’s single-board computers face lower tariffs than its competitors because they are assembled in the United Kingdom.Masahiko Ohkubo

Upton suggests that for some manufacturers, it might become more cost-effective to use Raspberry Pi components manufactured in the U.K. and then complete assembly in the U.S., rather than assembling products in China. “You could imagine a future in which we sell less in China, and more in the U.S., and systems integration moves,” he says.

California-based modular laptop manufacturer Framework, meanwhile, builds its laptops in Taiwan. “There’s currently no tariff impact, because there’s a pause on those tariffs for electronics [such as laptops] specifically,” says CEO and founder Nirav Patel. However, the company does face tariffs on some components that are sourced in China, such as power adapters.

Patel compared the state of manufacturing to musical chairs. In this game of “musical factories,” electronics companies may shift production out of China to other non-U.S. countries, such as Vietnam, India, Taiwan, and Malaysia. But Framework has little say in where component manufacturing ends up and may not be able to absorb price increases caused by changes in its supply change.

“We typically don’t have the volume to drive major manufacturers to set up new infrastructure,” Patel said. “We’re operating downstream of decisions that our suppliers are making on their own.”

In some cases, this could force companies to delay products in the United States, or lead to price increases that see U.S. customers paying more than those overseas. That was temporarily true for Framework, which paused U.S. pre-orders for the Framework Laptop 12 in early April. Pre-orders were only made available in the United States after temporary exemptions on specific electronics, such as laptops, were announced.

Teens discover the math and science principles used by electrical engineers as they build simple circuits during a class at the East Columbia Branch library in Maryland.Howard County Library System

Learning Electrical Engineering Could Get Pricey

So, why doesn’t Framework just build in the United States? Patel says it again comes down to oddities in tariff policy.

As mentioned, laptops from Taiwan are currently exempt from tariffs. “The components that go into products, for the most part, are not exempt,” says Patel. “So, for companies that do want to set up manufacturing in the U.S., the barriers in many cases are higher than doing that assembly outside the U.S.”

This also affects retailers that sell components to students, hobbyists, and engineers.

Nearly all the products sold by Adafruit, for example, are not assembled electronics but instead the parts used to make them, such as sensors and capacitors. Most of these components don’t qualify for current tariff exemptions on finished products. And in some categories—including power supplies, connectors, and LCD displays—few if any components are wholly manufactured in the United States.

Fried thinks a general increase in pricing for electronic components is likely, and that some prospective engineers will find themselves priced out of the equipment and components they need.

“It would be a shame if the tools and equipment needed to learn how to do electronics, engineering, and robotics tripled in price,” says Fried. “If that price is no longer going to be $25 per student, and now it’s $75 per student, maybe some students won’t be able to afford it. But we’ll do the best we can.”

This article appears in the July 2025 print issue as “Electronic Components Hit Hard by Tariffs.”

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Meet the PHOLED That Is Transforming Displays
DarkBlue1

OLED displays dominate cellphones and have grabbed a big piece of the high-end TV market, thanks to their crisp images, deep black levels, and wide viewing angles.

But OLED technology doesn’t do better than the alternative—LCDs—in longevity or brightness. And energy efficiency is a toss-up, depending on the images being displayed.

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Changing the Landscape of the Insurance Market

How UAVs benefit consumers through faster estimates, quicker response times and faster delivery of benefits

4 min read
IEEE Memeber Benefits

Unmanned aerial vehicles (UAVs), more commonly known as drones, are growing at a rapid rate for both consumer and professional markets.

Market research firm IHS Markit forecasts the professional drone market will manage a compound annual growth rate (CAGR) of 77.1% through 2020 driven by industries such as agriculture, energy and construction using the technology for surveying, mapping, planning and more. Meanwhile, the consumer drone market will maintain a CAGR of 22.1% through 2020 with companies such as DJI, Parrot and 3D Robotics driving the market with a wide range of devices for photography, recreational use and racing.

While these markets will be the main drivers for the next few years, one industry that isn’t discussed often as a main driver is the insurance market. However, according to professional services company PwC, the addressable market of drone powered solutions in the insurance industry is valued at $6.8 billion. This is mostly through three segments where drone operations can enhance an insurer’s procedures: risk monitoring, risk assessment and claims management. 

Faster Claims

IEEE Member Benefits

Drones are being used by insurance firms for faster assessment of claims where one agent equipped with a UAV can set up automated flight patterns to cover multiple insured locations, capture images and evaluate property damage. Drones allow claims adjusters to get better views of hard-to-see areas and better analyze the cause of the loss — without disturbing the scene. This capability results in a savings of time and improved efficiency to the tune of 40% to 50%, according to services vendor Cognizant.

For example, drones were deployed to take pictures of the aftermath of a 2016 earthquake in Ecuador. One of the world’s leading reinsurers was able to respond to the catastrophe quickly and effectively, and sped up post-disaster relief and rebuilding through fast claims processing and payment. Because there is no need to wait until conditions are safe, claim resolution is much faster, and assessors and adjusters are safer.

Liberty Mutual has started using drones remotely controlled by a claims representative to do bird’s-eye inspections of the rooftops to damaged homes. The insurance company said it uses UAVs because they are safer than using a ladder and sending someone up to a roof. Liberty Mutual said the use of drones helps speed up the claims process with most inspections taking under 10 minutes. That means the faster it is to complete the inspection, the faster claims can be sent and repairs can be made to the home.

Travelers’ claims service is also employing drones for a similar use and has even brought the technology to its Claims University where it trains agents on how to operate UAVs and use them in the field. The insurance company is using drones to aid in property inspection associated with risk control, pre-loss or the claims process after a loss.

IEEE Member Benefits

Better Data When Catastrophe Hits

Because drones can take detailed aerial imagery, when a catastrophe hits data can be easily collected for claims adjustment or catastrophe model validation purposes. UAVs can be used to cover wide areas for crop insurance claims or can be used to create a 3D model of major infrastructure damage caused by hurricanes and earthquakes. And since drones don’t require takeoff and landing strips, they can be used over properties that otherwise may be inaccessible to capture detailed images and videos without human risk. 

This was the case with last year’s severe damage in the wake of Hurricane Harvey in Houston. Drones were used to inspect roadways, check railroad tracks, and assess water plant conditions, oil refineries and power lines. Some 100 drones were used after Hurricane Harvey to help a wide range of industries pinpoint damage and accelerate response times from insurance aggregators. 

Lowering Pricing, Lowering Fraud

Insurance companies get consumers to purchase their policies based on the types of services they offer and the best prices that they can provide. Because insurance premiums are based on the level of risk, each feature a home has that reduces risk allows the insurer to calculate accurate personalized premiums. Insurance companies are using drones to collect information about a property before a disaster hits in order to formulate the best premium for that home.

For example, if a homeowner installs storm shutters in an area that experiences severe weather, a drone inspection that shows that a home has these features can justify a lower premium.

But drones can also be used to discover when a property does not have a feature in a home or building that the owner claims it does. Insurance fraud is a common problem and mitigating that fraud can help save companies millions of dollars. After an extreme event happens, some policy owners try to claim damage that was done prior to the disaster. Using drones to capture images of insured properties before an extreme event can help insurance companies protect against such fraud.

Conclusion

Not only are drones changing how insurance vendors mitigate their own risk; they also affect how quickly companies respond to problems when disaster hits, how fast they can process claims for policy owners and how fast claims are paid. While drone use is still in the nascent stages in the insurance industry, with these benefits to vendors and policy owners, the use of UAVs is bound to accelerate in the coming years.

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Startups Brighten Phone Camera Tech

Filter-free CMOS sensors could improve color images from handhelds and more

3 min read
man and dog in a hallway with orange and blue boxes overlaid denoting each one's distance. The distances appears to match markers on the floor

PxE’s technology combines color imaging and depth sensing with a single CMOS sensor.

PxE

When it comes to smartphone cameras, bigger is better. Larger image sensors and lenses have more light to work with, so they can resolve more details. That’s especially important, because the filters that create color images also block about 70 percent of incoming light.

These color filters—laid out as a grid of red, green, and blue over the image sensor’s pixels—have been around for decades. But new approaches promise to exploit the physics of light to create color images without blocking out so many photons. Three such paths to sharper images were presented at the 2023 IEEE International Electron Device Meeting (IEDM). Now, these methods are beginning to emerge from the laboratory stage.

Samsung, for instance, will provide the front camera for China-based Xiaomi’s new phone that uses Samsung’s nano-prism technology for improved low-light performance. The technology doesn’t replace color filters; it uses diffraction to collect more light in each color-specific pixel. This enhances light sensitivity by 25 percent, according to the company.

Meanwhile, two new startups have developed ways to capture color images without filters. An Imec spinoff called Eyeo this month announced that it has raised €15 million (US $17 million) in seed funding. And PxE Holographic Imaging showcased technology that combines depth sensing and color imaging at this year’s Consumer Electronics Show (CES) in January.

Both PxE and Eyeo are compatible with CMOS sensors, the most common digital image sensor used in cameras today. “The CMOS sensor is a very mature and strong platform to build upon. You have it in every device today,” says PxE’s founder and CEO Yoav Berlatzky. But “everybody wants more photons reaching their CMOS sensors.”

Eyeo’s Filter-Free Color Camera

Eyeo aims to commercialize the research presented by Imec at IEDM in 2023 for applications in consumer electronics, security, and more. By removing the color filter, the startup’s image sensor is made three times as sensitive as traditional CMOS sensors. “It’s as if we are finally opening the eyes of an image sensor,” says Eyeo CEO Jeroen Hoet.

The color splitters in Eyeo’s image sensor guide light of different wavelengths to the appropriate pixels.Eyeo

It works by sending light through vertical waveguides that split light based on wavelength, then steer the photons to the appropriate pixel. The waveguides act like a funnel, so those pixels can be shrunk down to less than 0.5 micrometers in width, about half the size of a typical smartphone pixel. The technology also better matches the color sensitivity of the human eye than today’s filter-based imagers, according to the Imec research.

The color-splitting tech is designed to be made with the existing tools and processes already used in CMOS foundries. The challenge comes on the software side. Eyeo is now working to ensure the sensor is compatible with its potential customers’ systems, according to Hoet.

In terms of applications, Hoet says the benefit of Eyeo’s smaller, more sensitive image sensors is especially clear for smartphones. However, he expects the technology will first be adopted for other uses, such as security systems for low-light conditions or augmented reality devices that require ultracompact sensors.

PxE Brings 3D to CMOS

The basic idea behind PxE’s approach is similar. Both companies aim to imitate color filters without losing photons and “somehow get the colors in the right place on the right pixel” by bending light waves, Berlatzky summarizes.

In this version of the photo above, red lines indicate an object is closer, while blue lines mean it’s farther away. PxE

PxE’s technology uses a layer of diffractive material it calls a “holocoder” to not only create color images but also to act as a depth sensor (hence the “holographic” part of the company name). When white light passes through the holocoder, it creates an interference pattern that is recorded by the sensor. PxE’s algorithms then use that pattern to reconstruct a virtual 3D image—a hologram. The interference pattern also encodes information about the wavelength of light, so color (and infrared) images can simultaneously be reconstructed.

Berlatzky says PxE’s hardware is “less exotic” than color splitters and other approaches that use specially engineered metasurfaces. Much of its power comes from the software. “The basis of the algorithm is the physics of light,” Berlatzky explains. “You can think of it as if we’re running it in reverse, from the CMOS sensor back out to the world, and reconstructing what the camera is actually seeing, in terms of depth and image.”

Like Eyeo, PxE’s image sensor could be used in a range of applications—particularly in those that already have separate depth and image sensors, such as cars and smartphones.

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Flight Simulator Gave Birth to 3D Video-Game Graphics

40 years on, Flight Simulator is the greatest platform-jumping video game ever

11 min read
Flight Simulator Gave Birth to 3D Video-Game Graphics

This screenshot from Microsoft Flight Simulator 2020 shows a biplane banking to the left.

Josef Havlik
Red

In 1999 Bill Gates penned a moving tribute to the Wright brothers. He credited their winged invention as “the World Wide Web of that era,” one that shifted the world into a global perspective. So it’s only fitting that Microsoft later became the force behind Flight Simulator.

And, like the Wrights’ original Flyer, the game’s legacy has extended beyond flight to embody the shift of perspective that flight allows. Flight Simulator promised to fit the whole world into your computer, and the game kept its promise. That’s why it has become the world’s best-selling flight-simulation franchise: The latest edition has sold more than 2 million copies.

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Customization: The New Trend in Manufacturing Technology

Mass production has become hybridized with customization to allow for the production of unique goods at scale.

3 min read
Epilog Laser

Not too long ago, in all but the most niche industries, consumer choice was largely limited to a handful of options created for mass production. If someone wanted, say, a hot pink sports car with lime green seats, they would probably have to settle for a customized base model. The low demand for such a unique style choice would translate to a preemptive cost for availability direct from the factory.

But times are changing, and in many areas mass production has become hybridized with customization to allow for the production of unique goods at scale. Strategies for mass customization give customers the freedom to choose desired options while still maintaining the cost-effective benefits of the conventional assembly line.

Epilog Laser

Mass Customization Strategies

Modularity is a strategy used by car manufacturers to introduce customization at the tail end of the mass production process. Different car models sharing identical components can be produced by identical processes right up until the final assembly, during which custom modules are added to give each model its unique look. The Czech Republic-based automotive manufacturing company TPCA is a joint venture that since 2005 has manufactured small Toyota, Peugeot and Citroën models that share a common chassis, engine, transmission and electrics. Differences between the three models mostly consist of small cosmetic touches added during the final stages of production.

The same modular component approach has also been successful in other industries to allow personalized touches. Companies like Apple, for instance, allow customers to add or subtract a limited number of components to their base model computers, iPads, iPhones and smart watches when they place an order. Companies like IKEA offer ready-to-assemble furniture that can be customized with various options for fabric covering, leg type and wood stain color.

The greater the personalization abilities, the closer the end result comes to being bespoke — a term traditionally associated with custom tailoring that indicates objects fully made-to-order. Products falling into this category can even be reasonably priced — especially for motivated consumers, who may be willing to pay a premium upcharge and allow extra time for delivery of their custom creation.

Epilog Laser

Take, for example, the NIKEiD service offered by apparel company Nike. It gives customers the option to personalize various shoe parts, from bases to laces, with different colors, fabrics and design elements. Pricing varies by the options offered, and delivery takes three to five weeks — certainly longer than a trip to the corner shoe store, but with emailed progress updates designed to keep customers invested in their shoe creation process. The service was launched online in 2012 with 82 customization options for a single model of tennis shoe; it now includes multiple types of shoes, other types of sportswear, a mobile app and even physical stores with professionally trained designers available for customer consultation.

Cost-effectiveness

Perhaps the biggest challenge to maintaining cost-effectiveness in mass customization lies in the supply chain, where producing and delivering prearranged amounts of both raw materials and end products has long been the norm. Companies like Apple and Nike, of course, can capitalize upon the breadth of multiple factories and delivery systems working toward a common goal; smaller companies may not have that same luxury.

Yet innovations such as additive and laser-based manufacturing can reduce supply chain limitations. Rather than needing to wait for materials to be delivered, additive manufacturing (commonly referred to as 3D printing) can produce them as needed from a lean, on-hand supply. Likewise, customers equipped with 3D printing equipment can produce an end product from a supplied design file without the need to wait for physical shipment.

A Michigan-based industrial caster manufacturer, Caster Concepts, has embraced the mass customization concept to address the lack of standardization in the caster industry. A key part of the company’s approach is the use of laser cutting to replace the traditional process of stamping and welding. The resulting, competitively priced part is stronger; can be made to order in various materials and wheel sizes; and also can be delivered within seven to 10 days, as opposed to the three to five weeks’ turnaround time that is common in the custom caster market.

Another cost-efficient, mass customization strategy that makes use of laser cutting, 3D printing and other industrial manufacturing technologies is used by New Jersey-based eMachineShop. Rather than focusing on end products, the company provides a parts-making service that serves a wide range of industries and customers — from garage-based hobbyists to aviation giants and governmental bodies such as NASA and the U.S. Navy. The first and longest-established machine shop of its kind, it offers quick-turn machining of a single prototype to full-production runs.  

Looking Ahead

Manufacturing has come a long way from mass production pioneer Henry Ford’s famous saying about a customer’s ability to have a car painted “any color he wants so long as it is black.” Today’s customer has grown to expect customizable options in a wide range of products, and companies that have leaned toward bespoke personalization have found success. This trend is likely to continue as technologies such as 3D printing and laser-based manufacturing become more common in the industrial space, and as the market continues to shift in a customer-centric direction.

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Making VR Feel More Real—Literally

Shiftly is a shape-shifting object that mimics what virtual-reality users see

3 min read

Shiftly can change its shape to mimic what people see through virtual reality, allowing them more-realistic physical interactions.

Nicole Millman; Original imagery: Tobias Batik et al.

This article is part of our exclusive IEEE Journal Watch series in partnership with IEEE Xplore.

Virtual reality (VR) can provide people with dynamic and immersive experiences—at least visually. But imagine if users also had physical objects they could interact with that correspond with the visual environment, to extend the immersive experience to physical touch.

In a recent advance, researchers describe a novel shape-shifting device, called Shiftly, which provides haptic feedback for VR users. It has an underlying origami structure that allows it to portray different curves, edges, and flat surfaces on demand, in a matter of seconds. Nearly 150 users tested Shiftly out at conference in Los Angeles, reporting that it emulates various shapes with moderate to high accuracy.

Numerous studies have suggested that haptic feedback can enhance the VR experience. But making haptics just as dynamic as the visual feedback has proved challenging.

“Users interact with many differently shaped objects in VR. Therefore, one of the main challenges for such a haptic device is to be able to approximate a wide range of very different geometries and surfaces,” says Tobias Batik, an associate researcher at the Complexity Science Hub, who began designing and testing Shiftly as part of his master’s thesis with the Virtual & Augmented Reality Group at TU Wien (Vienna University of Technology), in Austria.

Some dynamically shape-shifting haptic designs exist, but these tend to be fairly complex and expensive to manufacture. For example, one design relies on an array of pins, which are individually raised and lowered to create different shapes for users.

Origami’s Role in Haptic Technology

Shiftly uses a very different, age-old traditional approach that has been used to support a wide range of scientific advances: origami. The ancient art of paper folding allows people to create many different shapes—and with varying levels of stiffness—using strategically placed folds. Origami has been used extensively in robotics, infrastructure design, and cellular biology.

Inspired by the approach, Batik and his colleagues designed Shiftly so that it has three curved origami shapes arranged in a prismlike configuration, which allows the device to create flat, curved, and edged shapes. Shiftly takes between 0.25 to 4 seconds to transition between shapes. Of note, it cannot create complex shapes, such as a coffee mug, but rather more general shapes, like an edge or wave.

The researchers tested Shiflty through two different experiments with users, which they describe in a study published in the May issue of IEEE Transactions on Visualization and Computer Graphics.

In the first experiment, blindfolded volunteers placed their hands on a 3D-printed Shiftly, while it approximated one of seven flat, curved, or edged shapes, respectively (for a total of 21 shapes). After feeling but not seeing Shiftly in a certain shape, the users were asked to look at a collection of shapes on a screen and select the one that most closely matched the one they had felt while blindfolded. The results show that Shiftly can create distinguishable feedback for different shape categories (flat, edge, convex), and that participants could also distinguish between the two configurations within each category.

In the second experiment, more than 140 users piloted Shiftly at a 2023 conference held by the Association for Computing Machinery’s Special Interest Group on Computer Graphics and Interactive Techniques (ACM SIGGRAPH). The SIGGRAPH Emerging Technologies conference was held in Los Angeles. There, as the participants looked at different objects through a VR headset, Shiftly would approximate a similar shape in the hand of each participant. Afterwards, they were asked to rate how realistic Shiftly’s simulations were on a scale of 1 (very bad) to 7 (very good).

Some shapes scored high—for example, users reported an average of 5.42 out of 7 for Shiftly’s ability to approximate a wave shape, and 5.29 for a house shape. The two objects that were most difficult to distinguish were a diamond, at 3.93, and a concave surface, at 4.4.

Yet even these latter shapes were rated moderately well. “This could indicate that Shiftly can provide plausible haptic feedback for a wide range of surface geometries,” Batik says.

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The source code for the computer-aided-design and VR demo applications of a 3D-printed Shiftly are publicly available, but the researchers do not yet have plans to commercialize the tech. Instead, Batik says he sees the device as more of an early prototype for exploring new possibilities of origami and origami-inspired structures for haptic interfaces. For example, the researchers are interested in attaching Shiftly to a mobile robotic arm, enabling design architects to create a dynamic testing bed for their designs in large-scale environments.

“Such a system would enable designers and architects not only to see, but also to touch and feel spaces and objects they digitally plan and design,” says Batik. “In future work, we plan to explore this further and additionally use Shiftly as an input device, sensing the user’s touches and the pressure the user applies to the origami.”

This article appears in the July 2025 print issue.

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The Many Ways Tariffs Hit Electronics

5 questions for IPC chief economist Shawn DuBravac

4 min read
iPhones on display at an Apple retail store.

iPhones on display at an Apple retail store in New York City on 12 April 2025.

Anthony Behar/Sipa USA/Alamy

Like the industry he covers, Shawn DuBravac had already had quite a week by the time IEEE Spectrum spoke to him early last Thursday, 10 April 2025. As chief economist at IPC, the 3,000-member industry association for electronics manufacturers, he’s tasked with figuring out the impact of the tsunami of tariffs the U.S. government has planned, paused, or enacted. Earlier that morning he’d recalculated price changes for electronics in the U.S. market following a 90-day pause on steeper tariffs that had been unveiled the previous week, the implementation of universal 10 percent tariffs, and a 125 percent tariff on Chinese imports. A day after this interview, he was recalculating again, following an exemption on electronics of an unspecified duration. According to DuBravac, the effects of all this will likely include higher prices, less choice for consumers, stalled investment, and even stifled innovation.

How have you had to adjust your forecasts today [Thursday 10 April]?

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