US: Los Alamos lab’s new tool detects hallucinations in machine vision models
Researchers at Los Alamos National Laboratory have unveiled a groundbreaking tool named Prelim Attention, designed to enhance the analysis of complex data sets. This innovative tool, which leverages advanced machine learning techniques, aims to streamline the process of identifying significant patterns and insights within large volumes of information. The development was announced in October 2023, highlighting the laboratory's commitment to advancing data science and its applications in various fields. The motivation behind creating Prelim Attention stems from the increasing demand for efficient data analysis solutions in scientific research, national security, and other sectors that rely heavily on data interpretation. By improving the capability to focus on critical data points, the tool is expected to facilitate more informed decision-making and accelerate research outcomes. The researchers employed a combination of algorithms and user-friendly interfaces to ensure that Prelim Attention can be utilized effectively by both experts and non-experts alike. This approach not only enhances accessibility but also broadens the potential user base, allowing a wider range of professionals to benefit from its capabilities. The introduction of Prelim Attention marks a significant advancement in the field of data analysis, promising to transform how researchers and analysts approach complex data challenges in the future.
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.
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.
Acquire to Decide
France
A2D specializes in automated infrastructure monitoring solutions utilizing advanced photogrammetry and AI for fault detection. Our A2D Cloud and A2D Real Time platforms facilitate rapid data acquisition and processing, generating 3D digital twins with defect visualization. This technology enables proactive maintenance strategies, enhances risk management, and optimizes operational costs, ensuring precise diagnostics and timely decision-making for engineering structures.
ReSim.ai
United States
Resim develops cloud-based simulation and validation infrastructure for robotics and autonomous vehicles. Its platform supports scenario generation, data replay, system regression testing, and performance analytics to accelerate verification and continuous integration of autonomy stacks.
Disruptive Technologies (NO)
Norway
Disruptive Technologies manufactures miniature wireless IoT sensors with peel-and-stick form factor for monitoring temperature, proximity, touch, and humidity. Sensors transmit data to cloud infrastructure for asset tracking and facility management.
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