Robotics
Live tracking of Physical AI: humanoids, robotics companies, embodied AI research, autonomous deployments, dexterous manipulation, robot foundation models, and Canada's role in the shift from software AI to machines that act in the real world.
Updated 2026-05-27, 12:36:09 p.m..
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Each card separates the source, entity, robot type, evidence level, Canada relevance, summary, video status, and original link.
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Showing 61 items.
A watchlist seed for Figure. Official demo videos are useful primary material, but this page does not treat them as deployments without customer or operating-environment evidence.
Boston Dynamics is tracked for the difference between highly engineered demonstrations, commercial robot products, and customer operating evidence.
Canadian relevance is direct because Sanctuary AI is a Canadian company. Deployment labels still require evidence beyond a company demo or product claim.
Digit is important for logistics and labour-productivity questions. Customer-pilot labels should stay tied to named customer or operating-environment evidence.
Today, the Robotics Summit & Expo will be full of insightful talks, hands-on robot demos, and interesting conversations. The post A guide to Day 1 of the 2026 Robotics Summit & Expo appeared first on The Robot Report.
Making machine perception reliable enough for real deployment requires more than better AI; it requires properly calibrated sensors, says an Orbbec co-founder. The post Why robots still struggle to see the real world appeared first on The Robot Report.
Optimus items are labelled conservatively. A claim about factory use needs named task, operating setting, or repeated commercial evidence before it is treated as deployment evidence.
This watch item separates foundation-model and simulation claims from proof that robots can perform repeated work in uncontrolled environments.
Clearpath is tracked as a Canadian robotics platform company with relevance to research, field robotics, and industrial autonomy.
Kinova is a direct Canadian company signal for robotic arms and manipulation in assistive, medical, and industrial contexts.
NVIDIA signals matter for Canadian manufacturing, mining, logistics, and research because robotics stacks increasingly rely on simulation and accelerated compute.
DeepMind robotics research is tracked as research evidence, not commercial readiness. Watch for independent replication and real-world task evidence.
The Canadian research watch covers robotics labs, conference activity, and applied sectors where robotics could affect productivity.
Canadian events are tracked for lab activity, research trends, talent signals, and applied robotics topics.
Sponsored by Analog Devices Inc. Designing for a humanoid robot is one of the most complicated applications in robotics today. All on its own, a humanoid system has to manage movement, balance, vision and reactivity across a complex web of joints, sensors and data processing. This becomes critical when a humanoid robot operates in an… The post How humanoids
Sponsored by Analog Devices Inc. Just a few years ago, many site owners were satisfied if a robot could move from point A to point B. That’s not quite enough anymore. Today’s robots are being asked to move faster, operate in more dynamic environments, and deal with more obstacles along the way. As those demands… The post GMSL and the growing ecosystem around
While spatial foundation models have demonstrated impressive performance on standard datasets, a critical question remains: are they truly all-round players capable of generalizing robustly across diverse downstream tasks, arbitrary viewpoints, shifting scene domains, varying input densities, and specific hardware constraints? Answering this overarching ques
Cellular research and development (R&D) is throttled by six structural processes that each consume months of manual engineering work per iteration: (i) synthesizing new features from standards or research papers into production code; (ii) conformance and interoperability testing; (iii) hardening against field anomalies and diverse deployment environments; (i
Reinforcement Learning from Human Feedback (RLHF) is the standard method to align Large Language Models (LLMs) with human preferences. In this work, we introduce alignment tampering, a potential vulnerability where the LLM undergoing alignment influences the preference dataset, causing RLHF to amplify undesired behaviors. This arises from core limitations of
Model internals encode rich information about how a large language model (LLM) processes its training data; however, post-training data engineering largely relies on external signals and ignores rich intrinsic signals lying in model internals. We propose SAERL, a data engineering framework for LLM reinforcement learning (RL). It models three intrinsic data p
Agentic AI systems combine probabilistic reasoning with delegated action through tools, context, memory, orchestration, and external workflow integration. This note develops a formal and managerially usable model that distinguishes Agentic Technical Debt from Stochastic Tax. Agentic Technical Debt is a stock of accumulated design and governance liability. St
XELA Robotics will show at the Robotics Summit & Expo its improved magnetic interference compensation and uSkin in the Universal Manipulation Interface. The post XELA Robotics to show tactile sensing at the 2026 Robotics Summit & Expo appeared first on The Robot Report.
Allient will exhibit and demonstrate a range of its motion and control technologies at the Robotics Summit & Expo in Boston this week. The post Allient to demonstrate advanced motion control systems at 2026 Robotics Summit & Expo appeared first on The Robot Report.
Certis is collaborating with IntBot to add humanoids to its existing service robot offerings as the partners start to expand in Singapore. The post IntBot and Certis Group partner to scale physical AI for enterprises across Singapore appeared first on The Robot Report.
Over the next two days, the Robotics Summit & Expo will bring thousands of attendees and hundreds of exhibitors to Boston. The post A guide to everything happening at the 2026 Robotics Summit & Expo appeared first on The Robot Report.
Digital twins and simulation provide distinct benefits for manufacturers designing and integrating systems including automation, explains Visual Components. The post Simulation vs. digital twin: A strategic lens on virtual manufacturing appeared first on The Robot Report.
With the new facility, Sortera has increased its annual processing capacity to an estimated 240 million lbs. The post Sortera uses physical AI to double capacity in a Tennessee sorting facility appeared first on The Robot Report.
The vice president of physical AI at Hailo explains why the next wave of AI will run locally on specialized machines designed for real-world tasks. The post The future of physical AI isn’t humanoid; it’s task-specific and cost-efficient appeared first on The Robot Report.
Chris Elston discusses PLC integration, Yamaha Robotics, and AI's role in advancing automation accessibility and innovation. The post Exploring PLC and robot integration with YRG Robotics’ Chris Elston appeared first on The Robot Report.
Brian Gerkey of Open Robotics will explain how the open-source community is ushering in the age of robots and AI at the Robotics Summit. The post Robotics Summit keynote to present open foundation for AI-powered robots appeared first on The Robot Report.
Video Friday is your weekly selection of awesome robotics videos, collected by your friends at IEEE Spectrum robotics. We also post a weekly calendar of upcoming robotics events for the next few months. Please send us your events for inclusion. ICRA 2026: 1–5 June 2026, VIENNA RSS 2026: 13–17 July 2026, SYDNEY Summer School on Multi-Robot Systems: 29 July–4
Energy company GE Vernova is already working with systems integrator Robotech on supply chain projects. The post GE Vernova to acquire Robotech Automation to expand robotics integration appeared first on The Robot Report.
The AI collaboration with UC San Diego builds on Brain’s operational footprint, including more than 50,000 robots deployed globally. The post Brain Corp partners with UC San Diego to help robots operate in complex environments appeared first on The Robot Report.
When a group of academics started making open-source robotics hardware, a generation of roboticists got years of their lives back. Now, the bigger challenge is getting robots to think—and that’s starting to be open sourced too. The shift is still early, but companies including Hugging Face, Nvidia, and Alibaba have all made significant bets on open-source ro
This sponsored article is brought to you by Wetour Robotics. A field technician on a wind turbine, harness clipped, both hands on a wrench, needs to send a command to the diagnostic device hanging at her belt. A logistics worker on a loading dock, gloves on, eyes on the pallet, needs to redirect a connected lift. A person using an assistive mobility device o
Over the next few decades, billions of autonomous, AI-powered robots will work alongside people in factories, perform tedious tasks in warehouses, care for the elderly, assist in unsafe disaster areas, deliver packages and food to our doorsteps, and eventually help out in our homes. Some will look like us, and many won’t. What is certain is that regardless o
The International Organization for Standardization (ISO) is updating its 12-year-old safety requirements for personal care robots. A lot has happened since the last revision, both on the technology side and with researchers’ understanding of safety for humans collaborating with domestic robots. The proposed ISO update addresses hazard identification, risk as
For years, the field of robotics has used the terms “dull, dirty, and dangerous” (DDD) to describe the types of tasks or jobs where robots might be useful—by doing work that’s undesirable for people. A classic example of a DDD job is one of “repetitive physical labor on a steaming hot factory floor involving heavy machinery that threatens life and limb.” But
This presentation highlights recent efforts at the Johns Hopkins Applied Physics Laboratory to advance agentic AI for collaborative robotic teams. It begins by framing the core challenges of enabling autonomy, coordination, and adaptability across heterogeneous systems, then introduces a scalable architecture designed to support agentic behaviors in multi-ro
Video Friday is your weekly selection of awesome robotics videos, collected by your friends at IEEE Spectrum robotics. We also post a weekly calendar of upcoming robotics events for the next few months. Please send us your events for inclusion. ICRA 2026: 1–5 June 2026, VIENNA RSS 2026: 13–17 July 2026, SYDNEY Summer School on Multi-Robot Systems: 29 July–4
Many roboticists (and at least one robotics journalist) have been seduced by the dream of a robot butler. And the rampant popularity of videos showing humanoid robots doing household tasks in improbably clean kitchens and unrealistically tidy bedrooms suggests that we’re not the only ones interested in a robot that can do our chores. But for all kinds of rea
Video Friday is your weekly selection of awesome robotics videos, collected by your friends at IEEE Spectrum robotics. We also post a weekly calendar of upcoming robotics events for the next few months. Please send us your events for inclusion. ICRA 2026: 1–5 June 2026, VIENNA RSS 2026: 13–17 July 2026, SYDNEY Summer School on Multi-Robot Systems: 29 July–4
Two years ago, Colin Angle stepped down as CEO of iRobot, the company that he cofounded and the most successful home robot company the world has ever seen. Angle almost immediately founded a stealthy new “physical AI” company called Familiar Machines & Magic (FM&M), which in short order managed to attract a combination of exceptionally talented robotics folk
This article is brought to you by DAIMON Robotics. This April, Hong Kong-based DAIMON Robotics has released Daimon-Infinity, which it describes as the largest omni-modal robotic dataset for physical AI, featuring high resolution tactile sensing and spanning a wide range of tasks from folding laundry at home to manufacturing on factory assembly lines. The pro
Video Friday is your weekly selection of awesome robotics videos, collected by your friends at IEEE Spectrum robotics. We also post a weekly calendar of upcoming robotics events for the next few months. Please send us your events for inclusion. ICRA 2026: 1–5 June 2026, VIENNA RSS 2026: 13–17 July 2026, SYDNEY Summer School on Multi-Robot Systems: 29 July–4
Video Friday is your weekly selection of awesome robotics videos, collected by your friends at IEEE Spectrum robotics. We also post a weekly calendar of upcoming robotics events for the next few months. Please send us your events for inclusion. ICRA 2026: 1–5 June 2026, VIENNA RSS 2026: 13–17 July 2026, SYDNEY Summer School on Multi-Robot Systems: 29 July–4
The American Security Robotics Act, a bipartisan bill introduced in March by Senators Tom Cotton (R-Ark.) and Chuck Schumer (D-N.Y.) and Representative Elise Stefanik (R-N.Y.), proposes to limit U.S. government use of Chinese ground robots including humanoids, dogs, and crawlers. The proposal came just a few days after the Federal Communications Commission (
When the robotics engineering field that Maja Matarić wanted to work in didn’t exist, she helped create it. In 2005 she helped define the new area of socially assistive robotics. As an associate professor of computer science, neuroscience, and pediatrics at the University of Southern California, in Los Angeles, she developed robots to provide personalized th
Video Friday is your weekly selection of awesome robotics videos, collected by your friends at IEEE Spectrum robotics. We also post a weekly calendar of upcoming robotics events for the next few months. Please send us your events for inclusion. ICRA 2026: 1–5 June 2026, VIENNA RSS 2026: 13–17 July 2026, SYDNEY Summer School on Multi-Robot Systems: 29 July–4
Video Friday is your weekly selection of awesome robotics videos, collected by your friends at IEEE Spectrum robotics. We also post a weekly calendar of upcoming robotics events for the next few months. Please send us your events for inclusion. ICRA 2026: 1–5 June 2026, VIENNA RSS 2026: 13–17 July 2026, SYDNEY Summer School on Multi-Robot Systems: 29 July–4
ZTASP is a mission-scale assurance and governance platform designed for autonomous systems operating in real-world environments. It integrates heterogeneous systems—including drones, robots, sensors, and human operators—into a unified zero-trust architecture. Through Secure Runtime Assurance (SRTA) and Secure Spatio-Temporal Reasoning (SSTR), ZTASP continuou
Building the next generation of robots for successful integration into our homes, offices, and factories is more than just solving the hardware and software problems—we also need to understand how they will be perceived and how they can work effectively with people in those spaces. aspect_ratio In summer 2025, RAI Institute set up a free pop-up robot experie
Video Friday is your weekly selection of awesome robotics videos, collected by your friends at IEEE Spectrum robotics. We also post a weekly calendar of upcoming robotics events for the next few months. Please send us your events for inclusion. ICRA 2026: 1–5 June 2026, VIENNA RSS 2026: 13–17 July 2026, SYDNEY Summer School on Multi-Robot Systems: 29 July–4
In 2012, the U.S. Defense Advanced Research Projects Agency announced the DARPA Robotics Challenge (DRC). The multiyear, multimillion-dollar competition for disaster robotics resulted in Boston Dynamics’ Atlas, some absolutely incredible moments from one of the very first generations of useful humanoid robots, and a blooper video that will live on forever. G
Researchers have made a Wi-Fi receiver that’s tough enough to work inside a nuclear reactor. They hope the receiver might be part of a wireless communications system for robotics used to decommission reactors. Yasuto Narukiyo, a graduate student at the Institute of Science Tokyo, presented the wireless receiver at the IEEE International Solid-State Circuits
Video Friday is your weekly selection of awesome robotics videos, collected by your friends at IEEE Spectrum robotics. We also post a weekly calendar of upcoming robotics events for the next few months. Please send us your events for inclusion. ICRA 2026: 1–5 June 2026, VIENNA RSS 2026: 13–17 July 2026, SYDNEY Summer School on Multi-Robot Systems: 29 July–4
When you hear the term humanoid robot, you may think of C-3PO, the human-cyborg-relations android from Star Wars. C-3PO was designed to assist humans in communicating with robots and alien species. The droid, which first appeared on screen in 1977, joined the characters on their adventures, walking, talking, and interacting with the environment like a human.
WHEN KYIV-BORN ENGINEER Yaroslav Azhnyuk thinks about the future, his mind conjures up dystopian images. He talks about “swarms of autonomous drones carrying other autonomous drones to protect them against autonomous drones, which are trying to intercept them, controlled by AI agents overseen by a human general somewhere.” He also imagines flotillas of auton
Gecko Robotics inked a five-year deal to help the U.S. Navy monitor and predict needed maintenance on its fleet of ships.
Neura Robotics is going to build new robots on top of Qualcomm's new IQ10 processors that were released at CES.
Upside Robotics builds autonomous solar-powered robots that can help farmers reduce their fertilizer use by 70%.
Latest robotics videos
Videos are embedded or linked from official platforms only. AI Canada Pulse does not download, rehost, or treat a visual demo as deployment proof.
Boston Dynamics / Company claim
Tesla Optimus / Company claim
Google DeepMind Robotics / Third-party report
Demos vs deployments
A visually impressive robot video is not treated as proof of production readiness unless the source provides deployment, customer, operating-environment, third-party, or repeated commercial-use evidence.
Repeated commercial use or fleet-scale evidence is present.
Reported production or operating-site deployment evidence is present.
Named customer, pilot, or operating-environment evidence is present.
External reporting or research source; still check the original evidence.
Controlled demonstration in a lab or staged setting.
Official company source without independent deployment evidence.
Company watchlist
Watchlist priority reflects editorial monitoring value, not an endorsement or readiness rating.
Humanoid robotics company behind Digit, with logistics and warehouse automation focus.
Robotics company behind Atlas, Spot, Stretch, and industrial mobility systems.
Official sourceHumanoid labour automation company focused on general-purpose robots for physical work.
Official sourceRobotics foundation-model and simulation company, including work on dexterous hands and robot learning.
Official sourceResearch lab activity in robot learning, embodied AI, vision-language-action models, and simulation-to-real methods.
Official sourceRobotics tooling, simulation, accelerated computing, and foundation-model infrastructure.
Official sourceRobot learning company developing generalist policies for physical tasks.
Official sourceVancouver robotics company working on humanoid robots, dexterous manipulation, and general-purpose physical labour.
Official sourceRobot intelligence company developing general-purpose robot control models.
Official sourceTesla's general-purpose humanoid robot programme, tracked separately from vehicle autonomy claims.
Official sourceHumanoid robotics company focused on home and everyday physical assistance.
Official sourceHumanoid robotics company developing Apollo for industrial and logistics work.
Official sourceCanadian robotics platforms and autonomous mobile robots used in research and industrial settings.
Official sourceCanadian robotic arms and assistive or industrial robotics company.
Official sourceLower-cost humanoid and quadruped robotics company with consumer and research-market visibility.
Official sourceCanada lens
Canada has meaningful robotics activity across humanoids, manipulation, industrial autonomy, research, and applied sectors such as manufacturing, logistics, mining, agriculture, healthcare, construction, and defence. This feed highlights direct Canadian activity and international developments with clear Canadian market relevance.
A watchlist seed for Figure. Official demo videos are useful primary material, but this page does not treat them as deployments without customer or operating-environment evidence.
Boston Dynamics is tracked for the difference between highly engineered demonstrations, commercial robot products, and customer operating evidence.
Canadian relevance is direct because Sanctuary AI is a Canadian company. Deployment labels still require evidence beyond a company demo or product claim.
Digit is important for logistics and labour-productivity questions. Customer-pilot labels should stay tied to named customer or operating-environment evidence.
Optimus items are labelled conservatively. A claim about factory use needs named task, operating setting, or repeated commercial evidence before it is treated as deployment evidence.
This watch item separates foundation-model and simulation claims from proof that robots can perform repeated work in uncontrolled environments.
Research watch
Research Watch keeps a source list for arXiv cs.RO, cs.AI, cs.LG, cs.CV, ICRA, RSS, CoRL, NeurIPS robotics workshops, and university robotics labs, then adds live records as adapters or manual review are available. arXiv items are treated as preprints unless peer review is separately established.
This watch item separates foundation-model and simulation claims from proof that robots can perform repeated work in uncontrolled environments.
DeepMind robotics research is tracked as research evidence, not commercial readiness. Watch for independent replication and real-world task evidence.
The Canadian research watch covers robotics labs, conference activity, and applied sectors where robotics could affect productivity.
Canadian events are tracked for lab activity, research trends, talent signals, and applied robotics topics.
While spatial foundation models have demonstrated impressive performance on standard datasets, a critical question remains: are they truly all-round players capable of generalizing robustly across diverse downstream tasks, arbitrary viewpoints, shifting scene domains, varying input densities, and specific hardware constraints? Answering this overarching ques
Methodology note
AI Canada Pulse separates robotics demos from deployments. A visually impressive video is not treated as proof of production readiness unless there is supporting evidence such as a named customer pilot, operating-environment deployment, third-party reporting, or repeated commercial use. Official company posts are useful primary sources, but they are labelled as company claims when not independently verified.
Official company channels, specialist robotics feeds, mainstream technology reporting, arXiv, conferences, Canadian labs, and manually reviewed source records.
Items are scored using recency, source trust, robotics relevance, evidence strength, novelty, Canada relevance, and penalties for duplicates or unsupported hype.
Evidence labels can be overridden when a source changes, a stronger source appears, or a claim is later contradicted.