Industry Briefing
A single destination for timely, editor-curated robotics news from around the world.
Agenda Launch: The Third China Embodied Intelligence and Humanoid Robot Industry Conference Gathers Key Guests for a Two-Day Intensive Forum Addressing Core Industry Issues
The Third China Embodied Intelligence and Humanoid Robot Industry Conference is set to take place over two days, bringing together leading experts and industry stakeholders to discuss significant advancements and challenges in the fields of embodied intelligence and humanoid robotics. Scheduled for later this month, the conference aims to foster collaboration and innovation by providing a platform for dialogue among prominent guests. Attendees will engage in discussions that address the latest technological developments and the future direction of the industry, emphasizing the importance of overcoming existing obstacles to enhance the capabilities of humanoid robots.
Humanoid Robots Embodied Intelligence Robotics Conference Industry Forum
Challenges in Scaling Industry 4.0: Insights and Necessary Changes
Despite over a decade of investment in Industry 4.0, significant scaling challenges remain. While the World Economic Forum's Global Lighthouse Network has recognized 223 advanced manufacturing sites as of January 2026, these examples highlight a small fraction of the global manufacturing landscape. Most manufacturers are still in the early stages of their digital transformation journeys, with localized progress rather than systemic change. The gap between technological potential and operational achievement is widening, particularly as artificial intelligence is introduced into environments not designed to support it. While many manufacturers have access to necessary tools, the real challenge lies in how these tools are utilized. Effective digital transformation requires a redefinition of operations, decision-making processes, and system support. To drive performance, manufacturers must focus on reducing decision latency—the time from signal to action. This involves better analytics, aligning data and systems, and treating data as operational infrastructure. A seamless flow of information from detection to decision to action is essential, alongside clear decision ownership as intelligence becomes more embedded in systems.
Factory / Digital Transformation
2026 Embodied Intelligence Industry Ecosystem Conference Unveils Agenda with Key Reports and Forums
The 2026 Embodied Intelligence Industry Ecosystem Conference is set to take place from July 2 to 4 at the National Exhibition and Convention Center in Shanghai. This significant event will showcase the exclusive launch of the 'China Embodied Intelligence Industry Development Report (2026).' Participants will have the opportunity to engage in five vertical forums that will address various aspects of the industry chain, offering valuable insights into market trends, technological advancements, and talent development. Leading experts in the field will share their knowledge, making this conference a pivotal gathering for stakeholders in the embodied intelligence sector.
Embodied Intelligence Industry Conference Market Trends Technology Development
Advanced Humanoid Forum 2027 to be held in Germany
Germany is pushing to expedite the transition of humanoid robots from laboratory settings to industrial applications. As these robots gain increasing attention in media and announcements from major tech companies, a pressing question arises regarding their large-scale deployment in factories, warehouses, hospitals, and construction sites. This initiative was highlighted at the Advanced Humanoid Forum 2027, which took place in Germany, where industry leaders discussed the future integration of these advanced machines into various sectors. The motivation behind this acceleration is to enhance efficiency and productivity across industries, addressing the growing demand for automation.
À la une IA Industrie Robotique Santé Advanced Humanoid Forum
Successful Launch of Baidu Create 2026 Embodied Intelligence Forum: Exploring New Paths for Technology Implementation in Industry and Academia
Experts from prestigious universities and leading companies convened at the Baidu AI Developer Conference's Create 2026 forum in Beijing to explore the concept of embodied intelligence. The event, held recently, focused on critical discussions surrounding model systems, data frameworks, and practical applications within various industries. The forum aimed to facilitate the integration of artificial intelligence technology from the digital realm into the physical world, highlighting the importance of collaboration between academia and industry in advancing AI capabilities.
Embodied Intelligence AI Technology Robotics Industry Applications
Forum Energy Technologies' latest LARS model launches onto the market with a compact, all-in-one package
Forum Energy Technologies (FET) has introduced its newest subsea handling equipment, the Model 6000 (M6000) Launch and Recovery System (LARS). This innovative system was unveiled recently as part of FET's ongoing commitment to enhancing operational efficiency in subsea operations. The launch took place at the company's headquarters, where industry experts and stakeholders gathered to witness the demonstration of the M6000's capabilities. The M6000 is designed to improve safety and reliability during the deployment and retrieval of subsea equipment, addressing critical challenges faced by operators in harsh underwater environments. FET's development of this system responds to the growing demand for advanced technology in the subsea sector, driven by an increase in offshore exploration and production activities. By incorporating cutting-edge engineering and design, the M6000 aims to streamline operations, reduce downtime, and ultimately lower costs for clients. The system's advanced features include enhanced control systems and improved handling capacities, making it a significant advancement in subsea technology. FET's latest launch underscores the company's position as a leader in the subsea equipment market, reinforcing its dedication to innovation and customer satisfaction. As the industry continues to evolve, the M6000 is poised to play a pivotal role in the future of subsea operations.
forum energy technologies' latest lars model launches onto the market with a compact all-in-one package
Registration Opens for Marine Measurement Forum #71 at Dartington Hall, Devon
Registration has officially opened for the Marine Measurement Forum (MMF) #71, scheduled for July 1, 2026, at Dartington Hall in Totnes, Devon. This one-day, in-person event aims to unite professionals from research, industry, and academia to discuss pressing challenges, innovative research, and future trends in marine measurement technology and methodologies. The forum serves as a platform for collaboration and knowledge sharing, addressing the evolving landscape of marine measurement and its implications for various sectors.
registration opens marine measurement forum #71 events
Global Underwater Hub Launches Underwater Robotics and Autonomy Forum ahead of 2026 Annual Conference
The Global Underwater Hub (GUH), a prominent organization dedicated to the advancement of the UK's underwater industries, has introduced a new Underwater Robotics and Autonomy Forum. This initiative aims to foster collaboration and drive innovation within the subsea robotics sector. The forum is expected to serve as a platform for industry stakeholders to share insights, develop new technologies, and enhance operational efficiencies in underwater robotics. By bringing together experts and businesses, GUH seeks to position the UK as a leader in this rapidly evolving field, responding to the growing demand for advanced underwater solutions. The launch of the forum marks a significant step in GUH's ongoing efforts to support the development of the underwater economy and address the challenges faced by the industry.
events global underwater hub (guh) underwater robotics and autonomy forum
Forum Energy Technologies Upgrades ROVs for Global Vessel Operator
Forum Energy Technologies (FET) has secured a contract to upgrade two remotely operated vehicles (ROVs) for a leading global vessel operator. This initiative aims to significantly enhance the performance, efficiency, and reliability of the ROV systems. The upgrades are expected to bolster the operator's capabilities in underwater operations, reflecting FET's commitment to advancing technology in the maritime sector. The timeline for the project has not been disclosed, but it underscores the growing demand for improved ROV technology in the industry.
forum energy technologies upgrades rov
Malaysia to draft drone industry plan, eyes air taxi services
Malaysia is set to release a national roadmap for its commercial drone industry by the end of this year, with plans to introduce flying taxi services as part of its strategy to become a regional hub for advanced aviation technologies. Transport Minister Anthony Loke announced these ambitions during a forum on June 24, 2026, in Kuala Lumpur. The government aims for a limited commercial launch of these services by 2027, reflecting its commitment to innovation in the aviation sector. This initiative is part of a broader effort to enhance Malaysia's position in the rapidly evolving drone market and to leverage next-generation technologies for economic growth.
Roundtable Forum: The Real Landscape of AI Venture Capital Beyond Consensus
In a recent roundtable discussion on the evolving landscape of artificial intelligence (AI) investment, industry leaders emphasized the importance of acting ahead of consensus to seize opportunities. The forum featured prominent figures such as Zhu Tianyu, managing partner at BlueRun Ventures, and Qin Shentao, founder and CEO of OriginFlow, who shared insights on their early investment strategies. Zhu, who joined BlueRun in 2009, highlighted his early investments in successful companies like Li Auto and Genspark, noting that he made quick decisions based on a structured understanding of global challenges rather than just project details. He expressed confidence in OriginFlow’s potential, which focuses on non-invasive neural interfaces for embodied intelligent robots, aligning with key trends in artificial general intelligence (AGI), robotics, and 3D interaction. Qin, a Tsinghua University PhD, explained that OriginFlow aims to revolutionize how intelligent systems interact with the physical world, addressing a significant gap in data collection and processing. Within just five months of operation, the company secured over 500 million RMB in funding, demonstrating strong market interest. Both leaders acknowledged the challenges of navigating the current AI investment climate, characterized by rapid funding influxes and potential market bubbles. They stressed the need for investors to discern genuine innovation from fleeting trends, emphasizing that true value lies in solving fundamental problems rather than chasing hype. As the discussion concluded, they reiterated their commitment to fostering groundbreaking advancements in AI and embodied intelligence.
2026 Zhangjiang Conference on Embodied Intelligence Supply Chain: Forum Agenda Released
The 2026 Zhangjiang Conference on Embodied Intelligence Supply Chain is set to take place, featuring seven specialized forums designed to tackle critical challenges within the industry. Scheduled for a date yet to be announced, the conference will focus on essential topics such as the transition from simulation to real-world applications and the optimization of core component costs. This event aims to deliver in-depth insights into the practical applications of embodied intelligence, emphasizing a deeper understanding of foundational elements and exploring pathways for commercialization. By addressing these key issues, the conference seeks to advance the field and foster innovation in embodied intelligence technologies.
Embodied Intelligence Robotics Supply Chain Manufacturing Data Innovation
Frontier Forum on Embodied Intelligence: Insights on Industrialization Paths
The 2026 Zhangjiang EAI-Embodied Intelligence Developer Conference is set to take place in Zhangjiang, where industry leaders and experts will gather to discuss the practical applications of embodied intelligence. Scheduled for next year, the conference aims to address the complexities of interpreting the physical world, advancements in collaborative manufacturing, and the development of humanoid robots. Through a series of forums and exhibitions, participants will explore industry consensus and future trends, providing valuable insights into the evolving landscape of embodied intelligence. This event highlights the growing importance of integrating advanced technologies into real-world scenarios, fostering innovation and collaboration within the field.
Embodied Intelligence Humanoid Robots Industrial Automation AI Robotics
Frontier Forum on Embodied Intelligence: Insights into Industrialization Paths
The 2026 Zhangjiang EAI-Embodied Intelligence Developer Conference is set to delve into the evolution of embodied intelligence from a theoretical framework to practical applications. Scheduled to take place in Zhangjiang, the event will bring together industry experts to address the complexities faced by robots in navigating and functioning within intricate environments. Attendees can expect a series of expert panels and forums that will highlight the latest advancements and strategies in the field. The conference aims to foster collaboration and innovation, ultimately enhancing the integration of embodied intelligence in real-world scenarios.
Embodied Intelligence Robotics Industrial Automation AI Technology Development
China's National Team Showcases at Boao Forum with CEO Xiong Youjun Participating in Discussions with Global Entrepreneurs
The Boao Forum for Asia 2026 convened to explore emerging opportunities and foster collaboration in technology and industry. Held in Boao, China, the event showcased the advancements of Beijing's Humanoid Robot Innovation Center, which highlighted the pivotal role of humanoid robots in enhancing industrial innovation. The discussions aimed to identify pathways for cooperation among various sectors, emphasizing the importance of integrating advanced robotics into industrial processes to drive growth and efficiency.
Humanoid Robots AI Industrial Automation Technology Innovation
ROKAE Robotics Hosts Global Forum on Embodied Intelligence Robotics
On December 27, ROKAE Robotics held the 2025 Global Forum on Embodied Intelligence Robotics in a bid to advance discussions on cutting-edge technologies and collaborative ecosystems. The event, themed "Embodied Transition, Shared Ecosystem," attracted a diverse group of experts from both academia and industry. Participants engaged in meaningful dialogues about the latest advancements in embodied intelligence robotics, focusing on practical applications and the importance of collaborative efforts in the field. The forum aimed to foster innovation and strengthen partnerships to drive the future of robotics technology.
Japan Tech Forum is Back at BEYOND Expo and New Speakers Announced
Japan is set to showcase its technological prowess at the Japan Tech Forum, part of the BEYOND Expo 2025, co-hosted with ReGACY Innovation Group. Scheduled for May 22, the event will highlight the country's role as a leader in innovation amidst the ongoing trends of globalization and digital transformation. The forum aims to foster collaboration and exchange ideas among industry leaders, entrepreneurs, and innovators, emphasizing Japan's commitment to maintaining its competitive edge in various sectors. Through discussions and presentations, participants will explore the latest advancements and future directions in technology, reinforcing Asia's position as a key player in the global tech landscape.
Events AI BEYOND EXPO 2025 Investment Japan
Humanoid Robots Take Center Stage at 2025 Zhongguancun Forum
The 2025 Zhongguancun Forum, held in Beijing, underscored China's ambition to become a leader in humanoid robotics. This event showcased a range of technological advancements and innovations in the field, reflecting the country's strategic focus on enhancing its capabilities in robotics. Industry experts and government officials gathered to discuss the latest developments, share insights, and outline future plans aimed at fostering growth in this transformative sector. The forum served as a platform for collaboration among stakeholders, emphasizing the importance of innovation and investment in driving progress within the robotics industry.
Xiaomi Robotics China UBTECH Robotics
Roundtable Forum: 2026 - A Year of Technology "Minority, Yet a Wave" | 36Kr WAVES 2026 New Wave
In 2026, the Chinese venture capital landscape is witnessing a significant shift as artificial intelligence (AI) transitions from a conceptual technology to a mainstream industry force. The WAVES 2026 conference, organized by 36Kr and AnYun, took place in Guangzhou's Panyu District, bringing together top investors, industry leaders, and emerging entrepreneurs to explore the evolving landscape of AI, hard technology, and other key sectors. Over two days, the event featured 14 in-depth roundtable discussions and numerous independent speeches, focusing on the underlying logic of these core areas and highlighting how the persistence of a few innovators is shaping industry transformation. During a roundtable hosted by He Sichong from Ant Group's NEXTA Innovation Lab, four prominent entrepreneurs shared insights on the rapid advancements in their respective fields. They discussed the increasing acceptance of previously niche technologies, such as embodied intelligence and tactile perception, which are now beginning to redefine industrial processes and human-machine interactions. Despite the enthusiasm, the panelists acknowledged the challenges of integrating these technologies into real-world applications, emphasizing the need for continued innovation and adaptation to meet evolving market demands. As the conference concluded, participants expressed optimism about the future of embodied intelligence and its potential to revolutionize various sectors, while also recognizing the importance of addressing the complexities of deploying these technologies in dynamic environments.
Overview of the 2026 Zhangjiang Embodied Intelligence Developer Conference Main Forum Agenda and Key Guests
The 2026 Zhangjiang Embodied Intelligence Developer Conference is set to take place in Zhangjiang, attracting industry professionals eager to explore cutting-edge innovations and key topics in embodied intelligence. Scheduled for next year, the conference will feature a diverse agenda that includes distinguished guests and an exhibition layout designed to facilitate networking and knowledge sharing. Attendees can expect in-depth discussions on the latest advancements in the field, making this event a pivotal opportunity for professionals looking to stay ahead in the rapidly evolving technology landscape. The conference aims to foster collaboration and inspire new ideas, positioning itself as a significant gathering for those invested in the future of embodied intelligence.
Embodied Intelligence Developer Conference Technology Innovation Exhibitions
Schneider Electric and World Economic Forum Partner to Advance Manufacturing Framework
A new partnership has been established to enhance the Lighthouse Operating System Advisory Board, focusing on assisting manufacturers in modernizing their processes. This initiative, announced recently, seeks to leverage innovative strategies and technologies to improve operational efficiency within the manufacturing sector. By collaborating with industry leaders and experts, the advisory board aims to provide valuable insights and guidance that will enable manufacturers to adapt to the evolving market demands. The partnership underscores a commitment to fostering modernization in manufacturing, ultimately driving competitiveness and sustainability in the industry.
Business Intelligence
Commercial UAV Expo Releases 2026 Conference Program Focused on “Actionable Insights”
The Commercial UAV Expo has unveiled its 2026 conference program, emphasizing practical education and hands-on experience for professionals in the commercial drone sector. Scheduled for September 1-3, the event will be held at Caesars Forum in Las Vegas, Nevada. Organizers have tailored the agenda based on community feedback, aiming to provide actionable insights that address the real-world challenges faced by drone operators. This initiative reflects a commitment to enhancing operational knowledge and skills within the industry, ensuring attendees leave with valuable takeaways that can be applied in their work.
Drone News Drone News Feeds Drone Shows drone technology News BVLOS
FET Brings New Generation Work Class ROV to Market
Forum Energy Technologies (FET) has unveiled its newest work class Remotely Operated Vehicle (ROV), the XLX EVO III, which represents a significant advancement in Ultra-Heavy-Duty subsea vehicle technology. This launch took place recently, showcasing FET's commitment to innovation in the subsea industry. The XLX EVO III is designed to enhance operational efficiency and safety in challenging underwater environments, addressing the growing demand for robust and reliable ROV solutions. By integrating advanced technology and engineering, FET aims to meet the evolving needs of its clients in sectors such as oil and gas, renewable energy, and underwater construction. The introduction of the XLX EVO III is expected to set new standards in subsea operations, reflecting FET's dedication to pushing the boundaries of underwater exploration and intervention capabilities.
forum energy technologies (fet) rov xlx evo iii ultra-heavy-duty
Commercial UAV Expo 2026 to Feature Keynote on FAA and EASA BVLOS Regulations
Commercial UAV Expo has announced its second keynote for the 2026 event, titled 'Two Skies, One Conversation: Comparing FAA and EASA Approaches to BVLOS Drone Operations.' This session will occur on September 3, 2026, the final day of the expo, which runs from September 1-3 at Caesars Forum in Las Vegas, NV. The keynote will feature leaders from the FAA and EASA discussing the differences in their regulatory approaches to Beyond Visual Line of Sight (BVLOS) drone operations. This conversation is significant as it highlights the evolving landscape of drone regulations on both sides of the Atlantic, providing valuable insights for industry stakeholders. Attendees with various passes, including the Exhibit Hall Only Pass and the Full Conference Pass, will have access to this important discussion. No further timeline was disclosed at the time of publication.
World Models at WAIC 2026: Bridging Understanding and Execution in Physical AI
The World Artificial Intelligence Conference (WAIC) 2026 highlighted the significance of world models as a crucial pathway for physical AI to transition from laboratory settings to real-world applications. The event featured a summit focused on the integration of world models and embodied intelligence, showcasing discussions led by Nobel laureates and industry leaders. This summit, organized by the WAIC committee and hosted by Daxiao Robotics, emphasized the need for machines to not only express but also understand and reliably act within the physical world. Key presentations included insights from Nobel laureate Sargent on the gap between AI expectations and human rationality, and a demonstration of the ACE technology stack by Daxiao Robotics' chairman, Wang Xiaogang, illustrating practical applications across various industries. The forum also introduced the PIQ platform, a unified evaluation benchmark for embodied physical intelligence, aimed at addressing industry challenges related to self-assessment and standardization. As industry representatives engaged in discussions about technical routes and implementation pathways, the event underscored the journey from theoretical frameworks to tangible industry applications, marking a pivotal moment in the evolution of physical AI.
World Models Physical AI AI Standards Industry Applications Technological Breakthroughs
Small-AI Models Gain Traction Around the World
One morning in 2019, Adebayo Alonge was in a Cape Town hotel room, preparing to demonstrate his startup’s AI answer to a serious problem in African health care: counterfeit medication, which kills thousands of people across the continent every year.The RxScanner is a handheld spectrometer that scans a pill with infrared light, then sends the item’s molecular profile to an AI model equipped with a pharmaceutical database. In seconds, the AI identifies the medication from its molecular profile—or reports that it’s phony.Pharmacies were using the system in more than a dozen countries, including Ghana, Kenya, Myanmar, and Alonge’s native Nigeria. But that morning in South Africa, it didn’t work. “I was shocked,” Alonge says.The spectrometer connected to the AI model—but the data center was 14,000 kilometers away and bandwidth was limited. “Our server was in the United States, and just to get the result of a single scan was taking me over 5 minutes.”So Alonge immediately asked his engineers to shrink the AI model down to a smaller, low-power, unconnected version that could run entirely on his Android phone. They produced it 2 hours later, and that saved the demo.More importantly, the work birthed a new version of his device, which can authenticate a pill in places without broadband, computers, or even reliable electricity. It also turned Alonge into an advocate for this kind of “small AI.”Small AI for Global Health Care AccessSmall AI is a far cry from wealthy nations’ colossal large language models (LLMs), hyperscale data centers, multibillion-dollar investments, and debates about AI consciousness. But for millions of people around the world, the only AI that matters, and often the only kind available, is small. (According to a World Bank Report issued in November, only 0.7 percent of internet users in the world’s poorest countries have used ChatGPT, compared to a quarter of all internet users in the most developed nations.)“Most people are discussing AI from the LLM/generative side. But that needs a lot of computing power, electricity, massive data, and skilled people to manage it,” Ajay Banga, president of the World Bank, said last January at the World Economic Forum, in Davos. “Outside the developed world, other than maybe India and China, very few countries have that combination.”By contrast, small AI can deliver useful, even life-saving services to people in areas that have none of those things, Banga said. In India, where the government’s AI plans call for more development of small AI, many such systems are working for farmers.For example, a drone-based system developed by Bala Murugan and colleagues at the Vellore Institute of Technology, in India, takes photos of cashew plants and quickly identifies those with splotches that indicate disease. All the processing takes place on the drone itself, so there’s no need for a computer on-site, nor for a connection to a central server.Using small language models trained for a specific problem, and sometimes running on cheap, low-power devices, other small-AI implementations have been developed to identify ant infestations in a Uruguayan vineyard, detect the presence of malaria-carrying mosquitoes in a number of nations, and run electrocardiograms from an Arduino device in parts of Brazil that lack access to more complex equipment.“This is the most important area in AI nowadays,” says Marcelo José Rovai, a professor at the Institute of Engineering and Information Systems at the Federal University of Itajubá, in Brazil, who was involved in all three projects. “It’s growing very fast.”Low-Power, Small-AI Models on Devices Small AI models can run on a variety of low-power devices, including [from left to right] an Arduino Nano 33 BLE Sense, a Seeed Wio Terminal, and an Arduino Portenta.Moez AltayebFor Alonge, Rovai, and other advocates, small AI is not just “a promising trend,” as that November World Bank report calls it. It may be, in the long term, the form of AI that will touch the most lives and remain sustainable after some of the giant models become too costly for most users.“I think the future of AI is not like one giant model, at a center. I think it’s millions of small, precise models deployed at the edge, each one solving like a specific problem, a specific context,” Alonge says. This is partly because much of humanity—including people in parts of rich countries as well as the developing world—lives without access to cutting-edge frontier models. But, he says, it’s also because those models are not sustainable.“If someone is not subsidizing it, most people will not be able to afford those models. So those of us who are said to be small-AI developers are the ones who will have to build for the majority of the world,” Alonge says.There is no strict definition of “small AI,” but people often use the term for language models with at most a few billion parameters. (Compare that to cutting-edge models, which can include more than a trillion.) That’s small enough to run directly on a phone or a Raspberry Pi. That’s what allows these applications to run on devices without a connection to a data center and use only a few watts of power, often supplied by a battery or a solar panel.Despite their small footprint, these models aren’t fundamentally different technology from that of gigantic AI models, Rovai says. Many instances of small language models were created the same way the phone-based version of Alonge’s pharmaceuticals scanner was—by “pruning” large models, or removing the parameters that weren’t involved in the task. The result is a system that’s less capable generally but still very good at the specific job it was pruned for, Rovai says. A lighter version of RxAll’s RxScanner spectrometer sends its results to an AI model run locally on a phone to check that a drug’s molecular signature is genuine.RxAllOther small models are created by “distillation.” They are trained to mimic a large model, until their performance approaches that of their “teacher,” Rovai says. In other cases, a larger model’s precision is reduced, for example, so that a model run on 32-bit architecture can run on 8-bit designs. In situations where the machine learning application is being used to classify data or predict patterns (like an ant infestation), it’s trained from the beginning on a small device, not derived from a larger model at all. Running all these small, specialized systems is becoming easier, Rovai says, for two reasons.The first reason is that hardware is getting better and more capable while using less power, he says. This means more and more phones can run small AI—especially those equipped with neural processing units, which are specialized chips that handle AI tasks like facial recognition and changing the brightness, shadows, or contrast in a photo.In 2025, slightly more than a third of all smartphones shipped worldwide were capable of running generative AI, and that figure will reach 45 percent by the end of this year, according to the technology research firm Counterpoint. By the end of next year, slightly more than half of all smartphones will be able to run a small AI model.The second reason Rovai cites is the shrinking footprint of language models. Both Google DeepMind’s Gemma 4 (released in April) and Alibaba’s Qwen 3.5 are “fantastic” for small AI, Rovai says. Both models are “open weight,” meaning users can adjust the connections between parameters to suit their needs. This makes it easy, for example, “to take a lot of data from, say, the milk industry and retrain the model specifically on that,” Rovai says.Rovai illustrated these reasons on a Zoom call, using one of his most recent experiments. Holding up a device, he says, “This is the new Arduino UNO Q—a US $50 device with a Qualcomm chipset. I’m running a language model here, which collects data from sensors and analyzes that data to detect tiny pools of water where mosquitoes might be breeding. It takes 3 watts to run it.”Support for Small-AI DevelopmentConvinced that millions of people are already benefiting from these kinds of applications, the World Bank now actively promotes small AI with grants, mentorship programs, financing, technical advice, and models of government policies that are friendly for small-AI development. For example, in Rwanda, the World Bank is backing a government program to help low-income households get devices that can run AI.All that said, no one claims that large language models are going away entirely. To create a generative AI that can run on a phone or other small device requires the architectural insights, data processing, and results of a larger model, Rovai says. “We need the big models to create these smaller models.” And for all that small AI can benefit people without access to big AI, the technology can’t solve the larger problems of development and digital inequality, Alonge says. Implementing small AI won’t allow nations to escape the challenge of creating an ecosystem to support AI: reliable power, a supply chain that works, and an educational system that develops the talents needed to create AI tools.Though his drug-scanning system can run for days on a phone with no connection, “you still want to be able to enable periodic syncing for updates with new signatures for the medications and analytics,” Alonge says. “And even when you are using batteries, reliable power is important. That phone battery is not going to last forever.”In many parts of the world, the future of small AI isn’t assured, he says. “It works, and many places will eventually need to use it. The question is whether or not the political actors are wise enough to invest in infrastructure to support it long term.”
Small-language-models Artificial-intelligence Llms
The Orbital Data Center Hype Machine Is Already in Orbit
At the World Economic Forum in Davos this January, SpaceX founder Elon Musk announced plans to establish orbital data centers in space, predicting that they will become the most cost-effective solution for artificial intelligence (AI) within two to three years. Following this declaration, SpaceX submitted an application to the Federal Communications Commission for a constellation of up to 1 million satellites in low Earth orbit, aimed at supporting this ambitious project. However, experts caution that the logistics of deploying such a vast number of satellites are daunting. Currently, there are approximately 14,500 active satellites in orbit, with SpaceX's Starlink making up two-thirds of that total. To launch 1 million satellites, SpaceX would need to conduct over 16,000 dedicated launches, a feat that could take decades given current launch capacities. Challenges also extend to the technical feasibility of cooling advanced computing hardware in space, as highlighted by the difficulties faced by startups like Starcloud, which has struggled to operate even a single GPU in orbit. Concerns have been raised about the potential for increased space debris and the impact on astronomical observations. Despite these hurdles, analysts suggest that the push for orbital data centers is driven by the growing demand for AI computing power and the need for energy-efficient solutions. While Musk's timelines may be optimistic, industry experts believe that the concept is gaining traction, with major players beginning to invest in the necessary infrastructure to explore the viability of space-based data centers.
Orbital-data-centers Satellites Spacex Elon-musk Starcloud Ai
2026 Munich Shanghai Electronics Show: Exhibitor List and Floor Plan Released
The 2026 Munich Shanghai Electronics Show is set to occur from July 1 to July 3 at the Shanghai New International Expo Center. This prominent event will showcase over 2,000 exhibitors, including industry giants such as Texas Instruments, STMicroelectronics, and Infineon. In addition to the exhibition, the show will feature several technology forums and live broadcasts, drawing an anticipated crowd of more than 70,000 professionals from the electronics sector. Attendees can register online for complimentary entry and access detailed information regarding the exhibition layout and associated activities.
Electronics Exhibition Technology Forums Exhibitor Highlights Industry Networking
electronica Shanghai 2023 Highlights Embodied Intelligence with Dual Core Focus
The electronica Shanghai 2023 exhibition is set to occur from July 1 to July 3 at the Shanghai New International Expo Centre. This year, the event will host over 1,900 exhibitors and feature advanced technology forums, all centered around the theme of embodied intelligence. The exhibition aims to highlight innovations in core components and sensors that are vital for the development of robotics. By bringing together industry professionals, the event seeks to foster connections and facilitate discussions on the future of electronics.
Embodied Intelligence Robotics Sensors Semiconductors Electronics Expo
Is Physical AI the Optimal Solution for Factory Automation?
At the recent Zhangjiang Robot Forum, industry leaders convened to address the shortcomings of current Variable Length Architecture (VLA) models in manufacturing environments. Despite substantial investments in humanoid robotics, the majority have struggled to achieve consistent production levels. Experts emphasized the need to transition from merely enhancing model architecture to developing comprehensive operational systems that guarantee return on investment, facilitate environmental interaction, and ensure precise control. WeiYi's innovative approach, which integrates artificial intelligence with industrial requirements, was highlighted as a potential solution to these challenges. The forum underscored the urgency for the robotics sector to evolve in order to meet the demands of modern manufacturing.
Physical AI Factory Automation Humanoid Robots Industrial Robotics
2026 Zhangjiang EAI Conference on Embodied Intelligence Supply Chain to Launch in June
The 2026 Zhangjiang EAI Conference is set to occur on June 16-17 in Shanghai, with a central theme of "Embodied Intelligence, Forging the Future." This significant event will gather more than 100 industry experts and representatives from 200 leading companies, creating an opportunity for extensive discussions on advanced topics related to embodied intelligence and supply chain collaboration. Attendees can expect a series of forums aimed at fostering technology exchange and sharing valuable industry insights, highlighting the importance of innovation in shaping the future of technology and business practices.
Embodied Intelligence Supply Chain Industry Conference Technology Innovation
Audience Registration Opens | Unlock Surprises at Sensor Shenzhen 2026
The upcoming Sensor Shenzhen 2026 exhibition, set to take place from April 14 to 16, is poised to draw more than 600 sensor companies and 16,000 industry professionals to Shenzhen, China. This significant event will highlight advancements in the sensor industry through a diverse array of exhibits, technical seminars, and forums. Attendees will have the opportunity to engage in networking activities, fostering connections and collaborations within the sector. The exhibition aims to underscore the importance of sensors in various applications and promote innovation in technology, making it a pivotal gathering for professionals in the field.
Sensor Technology Exhibitions Networking Events Industry Innovation
FET to Deliver Series of Cutting Edge ROVs to DOF
Forum Energy Technologies’ Subsea product line has been awarded a contract to supply four of its advanced XLX EVO III work class remotely operated vehicles (ROVs) to long-term client DOF. This agreement highlights the ongoing partnership between the two companies and underscores the growing demand for innovative subsea technology in the energy sector. The contract was finalized recently, marking a significant step in enhancing DOF's operational capabilities. The deployment of these state-of-the-art ROVs is expected to improve efficiency and safety in subsea operations, reflecting Forum Energy Technologies' commitment to delivering cutting-edge solutions to meet the evolving needs of the industry.
fet rovs dof
Oceaneering Launches New Electric Propulsion Work Class ROV
Oceaneering International, Inc. has unveiled its latest innovation in subsea technology, the Momentum™ Electric Work Class Remotely Operated Vehicle (ROV), during the Subsea Tieback Forum. This launch marks a significant advancement in the company's Subsea Robotics segment, showcasing their commitment to enhancing underwater operations. The event took place today, highlighting the growing demand for efficient and environmentally friendly solutions in the subsea industry. The Momentum™ ROV is designed to improve operational capabilities and reduce environmental impact, reflecting Oceaneering's dedication to innovation and sustainability in subsea exploration and maintenance.
oceaneering electric propulsion work class rov
MMF70 to Spotlight Next-Gen Marine & Space Tech
The Marine Measurement Forum (MMF) is set to return in January 2026, marking its 70th edition with a unique focus on the intersection of marine and space technologies. Hosted by Ocean Business, the MMF70 program has been launched, featuring a diverse array of innovations that leverage both marine and space capabilities. This event aims to highlight advancements in measurement and environmental monitoring, showcasing how these technologies can collaboratively address pressing global challenges. The forum promises to be a pivotal gathering for industry leaders and innovators, emphasizing the importance of integrating marine and space data to enhance our understanding of environmental dynamics.
mmf70 events
Import AI 437: Co-improving AI; RL dreams; AI labels might be annoying
As discussions around technological advancements intensify, experts are increasingly debating the potential arrival of the singularity, a hypothetical point where artificial intelligence surpasses human intelligence. This discourse has gained momentum in recent months, particularly among leading figures in the tech industry and academia, who are exploring the implications of such a transformative event. The conversations have been particularly vibrant since October 2023, when new AI developments prompted a reevaluation of timelines and expectations regarding the singularity. Prominent voices in the field, including researchers and tech entrepreneurs, are gathering at various conferences and forums to share insights and predictions about the future of AI and its potential to revolutionize society. The urgency of these discussions stems from the rapid pace of AI advancements, which some believe could lead to significant changes in labor markets, ethical considerations, and societal structures. Advocates argue that understanding the singularity is crucial for preparing for its potential impacts, while skeptics caution against overestimating the timeline and capabilities of AI. As the dialogue continues, experts are utilizing a range of methodologies, including predictive modeling and interdisciplinary collaboration, to assess the likelihood and timing of the singularity. The outcome of these discussions could shape policies and strategies aimed at harnessing AI's benefits while mitigating its risks, making it a pivotal moment in the intersection of technology and society.
Unitree CEO Defines Embodied AI’s ‘ChatGPT Moment’ With an “80% Target”
At a recent forum in Shanghai, Unitree CEO Wang Xingxing highlighted a significant milestone for embodied AI, identifying an 80% task success rate in unfamiliar environments as a key breakthrough. Despite this progress, Wang and other industry leaders expressed concerns that advancements in the field are occurring at a slower pace than anticipated. They emphasized the need for urgent standardization of data and hardware to accelerate development and enhance the effectiveness of AI technologies. The forum served as a platform for discussing the challenges and potential solutions facing the industry as it seeks to improve AI capabilities in real-world applications.
Unitree Robotics
Social media round-up from #IROS2025
The 2025 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2025) was held from October 19 to 25 in Hangzhou, China. This prominent event gathered experts and enthusiasts in the field of robotics to engage in a comprehensive program that featured plenary and keynote talks, workshops, tutorials, forums, competitions, and a debate. In addition to the educational sessions, the conference included an exhibition where companies and institutions showcased their latest advancements in hardware and software, highlighting the ongoing innovations in intelligent robotics. The conference aimed to foster collaboration and knowledge sharing among researchers and industry professionals, reflecting the growing importance of robotics in various sectors.
Kongsberg Discovery Drives Multibeam Innovation with FEMME 2026
Kongsberg Discovery has revealed plans for the 18th Forum for the Exchange of Mutual Multibeam Experiences (FEMME), scheduled to be held in Genoa, Italy, from September 29 to October 2, 2026. This event aims to foster collaboration and knowledge sharing among professionals in the multibeam sonar community, highlighting advancements and best practices in the field. The forum will bring together experts, researchers, and industry leaders to discuss innovations and address challenges related to multibeam sonar technology. By facilitating these exchanges, Kongsberg Discovery seeks to enhance the understanding and application of multibeam systems, ultimately contributing to the advancement of marine research and exploration.
kongsberg discovery multibeam femme 2026 events
What’s coming up at #IROS2025?
The 2025 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2025) is set to take place from October 19 to 25 in Hangzhou, China. This prominent event will feature a diverse program that includes plenary and keynote talks, workshops, tutorials, forums, competitions, and a debate, aimed at fostering collaboration and innovation in the field of robotics. Among the highlights are three plenary talks scheduled for each day of the conference, providing attendees with insights from leading experts. The conference serves as a platform for researchers, industry professionals, and academics to exchange ideas and showcase advancements in intelligent robotics, reflecting the growing importance of this technology in various sectors.
FET launches new ROV control system
Forum Energy Technologies has introduced ICE Unity, a next-generation remotely operated vehicle (ROV) control system, marking a significant advancement in ROV technology. This new system addresses the growing demand within the sector for enhanced data and control access beyond the traditional core control systems. The launch of ICE Unity reflects the company's commitment to innovation and responsiveness to industry needs, providing operators with improved capabilities for managing ROVs in various operational environments.
fet rov control system
Humanoid Robot Debuts With 15+ Full-Scenario Solutions: ROKAE Robotics Shines at Shandong Robot Conference
ROKAE, a prominent player in the field of intelligent robotics, showcased its advanced AI embodied intelligence technologies at the Shandong Robot Conference. The event, held recently, featured ROKAE's innovative humanoid and dual-arm robots, along with over 15 cutting-edge solutions for various applications including welding, grinding, palletizing, and force-controlled assembly. In addition to its product demonstrations, ROKAE also hosted and participated in two high-level forums, emphasizing its expertise and leadership in the intersection of robotics and artificial intelligence. The company's participation reflects its commitment to advancing the robotics industry and promoting the integration of AI technologies in practical applications.
FET to Provide UAE-Based Offshore Construction Firm with Two Work Class Remotely Operated Vehicles
Forum Energy Technologies (FET) has announced that its Subsea product line has been awarded a contract to supply two work class remotely operated vehicles (ROVs) to CCC (Underwater Engineering) S.A.L, a prominent offshore construction company based in the United Arab Emirates. This partnership underscores FET's commitment to enhancing underwater engineering capabilities and supporting CCC (UE) in its ongoing projects. The contract reflects the growing demand for advanced subsea technology in the region, driven by the expanding offshore industry. The ROVs will be utilized for various underwater tasks, showcasing FET's innovative solutions in subsea operations.
fet work class remotely operated vehicles (rov)
Doosan Robotics Signs MoU for 'K-On-Device AI Semiconductor Development Collaboration'
On May 20, Doosan Robotics announced a significant collaboration by signing a memorandum of understanding for the "K-On-Device AI Semiconductor Development Collaboration" during the AI Semiconductor Collaboration Forum at The Westin Chosun Hotel in Seoul. The event was attended by key stakeholders, including the Ministry of Trade, Industry and Energy, the Korea Evaluation Institute of Industrial Technology, and major companies such as LG Electronics and Hyundai Motor Company, alongside industry associations like the Korea Fabless Industry Association. This government-led initiative aims to establish a strong presence in the burgeoning Physical AI market, with planned projects valued at approximately KRW 1 trillion over the next five years. As the AI semiconductor landscape transitions from expensive, cloud-based systems to more efficient, on-device applications, the participating entities will engage in research and development to create AI semiconductors tailored for four key sectors: automotive, IoT and home appliances, machinery and robotics, and defense. Doosan Robotics, representing the machinery and robotics sector, has been involved in the project planning from the beginning and will collaborate closely with fabless companies throughout the entire development process. This includes joint development, validation of AI semiconductors and software, integration, and mass production, fostering a sustainable cycle of demand and supply while bolstering South Korea's AI semiconductor capabilities. A spokesperson from Doosan Robotics emphasized the increasing demand for power-efficient and intelligent AI semiconductors that can perform complex tasks in unpredictable environments, highlighting the company's commitment to enhancing its technological edge through this partnership.
Unitree CEO: End-to-End AI is the Real Bottleneck for Humanoid Robots
At a recent forum in Shanghai, Wang Xingxing, CEO of Unitree Robotics, emphasized that the key challenge facing the advancement of humanoid robots lies in the development of cohesive, end-to-end AI systems, rather than just hardware costs and durability. He pointed out the significant market demand for such technology and underscored Unitree's position as a leader in sales within the robotics sector. In light of these challenges and opportunities, Wang made an urgent appeal for skilled talent across all departments to help drive innovation and meet the growing needs of the industry.
Unitree Robotics UBTECH Robotics fourier
FET Unveils Cutting-edge VisualDVR Software for Enhanced Subsea Video Recording
Forum Energy Technologies, Inc. (FET) has unveiled an upgrade to its video recording solutions aimed at enhancing the survey and inspection of subsea assets. This advancement, announced recently, promises to provide superior video quality along with a versatile range of signal inputs. By improving these capabilities, FET seeks to bolster the efficiency and effectiveness of underwater inspections, catering to the growing demands of the subsea industry. The upgraded technology is expected to facilitate more detailed assessments of underwater structures, ultimately contributing to better maintenance and operational safety in challenging marine environments.
fet visualdvr software subsea video recordingRobotics needs a service framework.
RSF defines a common language for robot service capability, lifecycle operations, certification pathways, and service-provider networks.
