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…VDA5050: Hybrid neural networks for perception combined with symbolic reasoning for planning, with VDA5050‑compliant fleet orchestration for vendor‑agnostic interoperability. Edge‑to‑cloud orchestration: NVIDIA Jetson at the edge for sub‑30 ms latency decisions, with cloud GPUs for digital twins, simulation and V2X integration. Asynchronous delivery ecosystem: Unattended pickup and drop‑off via smart receptacles and multimodal logistics combining ground robots and drones for…
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…deliver reliable and accurate 3D perception for a wide range of industrial robotics applications, including Autonomous Mobile Robots (AMRs), pick-and-place, bin-picking, palletization and depalletization robots, industrial safety and automation, and smart agriculture. Expanded perception camera portfolio e-con Systems said that this new camera is based on a 1.2MP onsemi Hyperlux ID AF0130 global shutter depth sensor, which delivers simultaneous high-resolution…
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…launched Shoebox Picker, an AI perception and robot control system with an intelligent end-of-arm gripper designed for high-reliability handling of two-piece and unsealed shoeboxes. Shoebox Picker expands Nomagic’s portfolio Nomagic said that its powerful AI software analyzes the specific characteristics of each shoebox, including size, weight, lid type and orientation, to predict the ideal movements for the pick task and…
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…allow select partners to add perception, reasoning, and physical world manipulation to diverse robotic hardware configurations.” The company said that the AI Skill Suite features a rapidly growing library of autonomous robot capabilities, including item intelligence, inspection, dexterous picking and precision placement. These skills are powered by PRIME-1, the company’s vertically-integrated AI foundation model. By utilizing advanced 3D reasoning, Ambi…
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…sensing, flight stability and onboard perception so the system could maintain autonomy and accuracy despite frost, glare, airflow and extreme temperature swings. The result is a system that performs reliably in environments that have historically defeated automation.” The company said that Corvus One for Cold Chain maintains full flight and scanning performance in sub-zero conditions using industrial-grade barcode scanners that…
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…through physical AI. By combining perception, motion planning and self-learning methods, RobCo said its platform is designed to reduce friction between today’s processes and end-to-end automation, allowing teams to focus less on setting up and maintaining systems and more on their core business processes and value drivers. “With $100 million of additional funding, we will become the dominant AI robotics…
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…as a high-precision open-source spatial perception model. Orbbec said that it provided critical depth-sensing hardware and technical support throughout LingBot-Depth’s development and testing phases. The model was jointly optimized on Orbbec’s platforms, with resulting performance validated and certified by Orbbec’s Depth Vision Laboratory. The companies said that this collaboration demonstrates the power of coupling high-fidelity sensing hardware with advanced perception…
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…AI excels at learning and perception, but today’s neural models are not inherently deterministic. Safety systems must be built so that even if AI perception fails or “hallucinates,” the underlying safety architecture behaves predictably. This is exactly the territory of functional safety: IEC 61508-1:2010 defines requirements for E/E/PE safety-related systems, and IEC 62061:2021 applies functional safety principles to machinery safety-related…
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January 2026 Robotics Recap
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…1x 5GbE RJ45. For visual perception and sensor fusion, the EAI-I351 is equipped with 8x GMSL2 deserializers, enabling direct connectivity for high-resolution automotive cameras. Additional I/O includes 4x USB 3.2 Gen1 and 4x Digital I/O (DIO) for legacy device integration. Ruggedized for physical AI deployment Designed for harsh industrial environments, Lanner said that the EAI-I351 supports a wide operating temperature…
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…including advanced robotics simulation and perception. Multiply Labs said this marks a turning point for an industry that has historically relied on manual, “artisanal” processes. Robots for cell and gene therapies Multiply Labs said that cell and gene therapies are life-changing treatments that hold the potential to address cancer and autoimmune diseases, but manufacturing remains difficult to scale with time-intensive…
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…4 cm - slashing the perception blind zone by 43%,” said Mike McSweeney, vice president of sales at Orbbec. “Paired with its expansive 88°×65° depth FOV, this ‘close-range + wide-angle’ combination substantially widens the perceptual envelope during intimate precision tasks. With one-click switching between ‘Depth + Color’ and ‘Dual RGB’ data streams, Gemini 305 delivers decisive advantages across the board…
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…advanced autonomy, rugged mobility, precise perception and high environmental resilience to enable robots to operate where traditional systems cannot. “The PUDU D5 series represents a significant leap forward in our vision for robotics. The D5 successfully brings advanced autonomy, rugged mobility and intelligent interaction into the complex outdoor and industry-grade scenarios”, said Felix Zhang, founder and CEO at Pudu Robotics.…
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…by significant AI, actuator, and perception advances. Industry leaders remain optimistic about growth - though practical deployment and cost challenges persist as engineering and safety hurdles continue to be addressed. Robotics industry leaders weigh in via 2025 predictions Now that 2026 is upon us, how did those 2025 predictions stand up? We asked over a dozen industry veterans before 2025,…
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…Time Protocol (PTP) for real-time perception and decision-making. Flexible connectivity: Dual GbE with PoE, USB 3.2, HDMI, CAN, GPIO, IMU and wireless modules for deployment across diverse environments and mobility platforms. Cloud management: e-con’s CloVis Central™ cloud-based device management platform enables secure OTA updates, remote configuration, device and health monitoring. Industrial-grade reliability: Built with a rugged enclosure for wide operating…
From geometry preparation to AI-assisted analysis, integrated CFD workflows…
Software-based GripperAI manages mixed picking through basic geometry
Safety, communication and motion control components enable smooth operation
North America’s largest robotics and automation event winds down
