Researchers are addressing the complexities of Embodied Question Answering (EQA) through the development of Situational Queries (S-EQA) within household environments. This initiative aims to enhance the capabilities of artificial intelligence in understanding and responding to more nuanced inquiries that go beyond simple object-based questions. Unlike traditional EQA, which focuses on straightforward queries like identifying the color of an object, situational queries demand a more sophisticated comprehension of context and multiple elements within a setting. For instance, a question such as "Is the house ready for sleeptime?" requires the AI to assess various conditions and objects in the environment to provide an accurate response. This research is significant as it seeks to improve AI interaction in everyday scenarios, making technology more intuitive and responsive to human needs. The study is ongoing and aims to refine the processes involved in situational understanding, ultimately enhancing the functionality of AI in domestic settings.
Is the house ready for sleeptime? Generating and evaluating situational queries for embodied question answering
Robotics needs a service framework.
RSF defines a common language for robot service capability, lifecycle operations, certification pathways, and service-provider networks.
New Quantum Hermite Transform Algorithm Enhances AI and Scientific Computing Potential
Researchers from the U.S. Department of Energy’s Brookhaven National Laboratory, Northeastern University, Google Quantum AI, and the University of Texas at Austin have introduced a new quantum computing algorithm called the quantum Hermite transform (QHT). This algorithm aims to broaden the scope of problems that future quantum computers can address, part...
AI and Robotics
Nous Research Secures New Funding Talks at $1.5 Billion Valuation for Hermes Agent
Nous Research, the creator of the open-source Hermes agent, is in discussions to secure a new funding round led by Robot Ventures, aiming for a valuation of $1.5 billion. The company is looking to raise at least $75 million, following a previous $50 million Series A funding announced just three months prior. This funding round is significant as it reflect...
AI Startups Venture
The Escalating AI Arms Race in Software Engineering Technical Interviews
The landscape of software engineering job interviews is rapidly evolving due to the increasing use of AI by both candidates and employers. Applicants are employing AI assistants to enhance their performance during remote technical interviews, while companies are countering with AI tools designed to detect such assistance. This dynamic creates a competitiv...
Hiring-trends Interviews Ai-bias
KISS Institute Launches BotBall to Enhance STEM Education with Student-Led Robotics
The KISS Institute for Practical Robotics (KIPR) has introduced BotBall, a robotics program designed to foster creativity and critical thinking among students. This initiative emphasizes student-led engineering, allowing participants from elementary to high school to engage in hands-on learning using a standardized kit. The program ensures a level playing...
Autonomous Mobile Robots (AMRs) Educational News
RoboDK Launches CAM Software to Reduce Robotic Machining Deployment Time by 40%
RoboDK has introduced its new CAM software, enabling robotic machining programs to be generated directly from CAD files. This innovation, showcased at the Automate Show, promises to reduce deployment time by up to 40%, allowing users to create toolpaths and collision-free motions without manual coding. The software aims to simplify the robotic machining p...
News Robot simulation Software
Physical AI Landscape: From Digital Intelligence to the Embodied Physical World
A comprehensive industry analysis of Physical AI — covering Embodied AI, Field AI, Factory AI, VLM, World Model, VLA, and the VLA vs WAM architecture debate. Includes 20+ companies, 28 references, and the RobotToday Physical AI Landscape diagram. July 2026.
Artificial Intelligence
InDro Robotics Introduces Axiom Humanoid Platform to Enhance Physical AI Research Accessibility
InDro Robotics has launched the Axiom, a modular humanoid-style robotic platform aimed at facilitating Physical AI research. Announced on July 10, 2026, this budget-friendly solution is designed to lower the barriers for researchers and academic institutions in developing advanced robotics applications. Initial customer units are already being shipped, in...
NASA and Rice University Launch Open-Source Simulator for Space Robotics Research
Rice University and NASA have introduced the iMETRO Dynamic Simulation, the first open-source platform for developing robots for spacecraft and habitats. Unveiled at the 2026 IEEE International Conference on Robotics and Automation in Vienna, this simulator creates a digital twin of NASA's iMETRO facility, enabling global researchers to test intravehicula...
AI and Robotics
RoboDK Enhances Manufacturing with Digital Twin and OLP Software Features
RoboDK has introduced advanced features in its digital twin and offline programming (OLP) software, enabling manufacturers to simulate robotic cells virtually. This software allows users to model robots, tooling, and surrounding equipment, facilitating pre-installation testing of automation systems. Key functionalities include accurate robot simulation, c...
2026H2 Robotics Events Briefing: Tailored Recommendations for Robotics Readers
Discover the ultimate directory of global robotics events in 2026. Tailored briefings for engineers, investors, and founders on humanoid robots, AI, and industrial automation by RobotToday.
Events Market and Business News
Future Pulse 2026 | The Dutch Robotics Conference
Explore Future Pulse 2026, the Netherlands' leading robotics conference bringing together AI, automation, robotics, industry, research, and government in Eindhoven.
Events
Faraday Future Completes Six-Series EAI Robot Lineup, Launches Faber Mobile Manipulator
Faraday Future unveils its full six-series EAI Robot World portfolio at Automate 2026, featuring the $89,900 All-New Futurist humanoid and the commercial release of the Faber mobile manipulator.
Market and Business News
HERL (Human Engineering Research Lab)
United States
Joint University of Pittsburgh and US Department of Veterans Affairs laboratory conducting rehabilitation engineering research. Develops mobility devices, assistive technologies, and medical-grade products for people with disabilities.
Joanneum Research Assoc (AT)
Austria
Joanneum Research Institute for Robotics and Flexible Production conducts applied R&D in industrial robot systems, production automation and robot safety, offering feasibility analysis, consulting and testing in a robotics solution centre.
St Petersburg National Research U of ITMO
Russian leading research university (ITMO University) specializing in information technology, optical engineering, and photonics. Active research programs in AI, robotics, computer vision, and cyber-physical systems.
Patten Studio
United States
Patten Studio is an interactive design studio based at MIT Media Lab roots, creating technology-driven art installations and experiential environments for brands and public spaces. Work involves sensing, embedded computing, and responsive physical interfaces, with peripheral relevance to human-machine interaction.
Shenzhen Macrotellect Technology (CN)
Macrotellect develops BrainLink EEG headsets and brainwave sensing devices for consumer and research applications. The company focuses on brain-computer interface technology enabling non-invasive neural signal acquisition and human-machine interaction.
Soul Machines
New Zealand
New Zealand AI company (now in receivership as of February 2026) that developed lifelike digital human avatars powered by large language models for customer service and enterprise deployment. Created Digital Workers and Workforce Connect platforms.
Green Hills Software
United States
Independent embedded software provider delivering RTOS, compilers, IDEs, and debuggers for safety- and security-critical systems. Serves automotive, avionics, defence, and industrial domains with certified real-time operating system platforms since 1982.
Scorpion Vision Software (UK)
Norwegian-based 2D and 3D industrial machine vision software platform (marketed under Tordivel AS). Offers sub-pixel and micron-level non-contact measurement, configurable inspection tools, and advanced calibration capabilities without programming.
Acquired Data Solutions, Inc.
United States
Provides systems engineering, embedded software development, automation integration, and cybersecurity services for government and commercial defense clients. Capabilities include OT/IT convergence, edge computing, and mission-critical system integration across a 28-year operational history.
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