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On-Device LLMs in 2026: What Changed, What Matters, What’s Next

January 28, 2026
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“Sensors and Compute Needs and Challenges for Humanoid Robots,” a Presentation from Agility Robotics

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2026 Edge AI and Vision Product of the Year Awards

Honoring innovation and achievement in edge AI and computer vision building-block technologies

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2026 Edge AI and Vision Product of the Year Awards

Honoring innovation and achievement in edge AI and computer vision building-block technologies

Latest News and Market Analysis

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NanoXplore and STMicroelectronics Deliver European FPGA for Space Missions

January 28, 2026
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Voyager SDK v1.5.3 is Live, and That Means Ultralytics YOLO26 Support

January 27, 2026
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Upcoming Webinar on Challenges of Depth of Field (DoF) in Macro Imaging

January 27, 2026
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January 26, 2026
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Why DRAM Prices Keep Rising in the Age of AI

January 23, 2026
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Upcoming Webinar on Last Mile Logistics

January 22, 2026
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HCLTech Recognized as the ‘Innovation Award’ Winner of the 2025 Ericsson Supplier Awards

January 22, 2026
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NAMUGA Successfully Concludes CES Participation, official Launch of Next-Generation 3D LiDAR Sensor ‘Stella-2’

January 22, 2026
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Microchip Expands PolarFire FPGA Smart Embedded Video Ecosystem with New SDI IP Cores and Quad CoaXPress Bridge Kit

January 20, 2026
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Quadric, Inference Engine for On-Device AI Chips, Raises $30M Series C as Design Wins Accelerate Across Edge

January 15, 2026
AutomotiveNews

Quadric’s SDK Selected by TIER IV for AI Processing Evaluation and Optimization, Supporting Autoware Deployment in Next-Generation Autonomous Vehicles

January 14, 2026
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Vision Components to Present VC MIPI IMX454 Multispectral Camera Module at Photonics West

January 14, 2026
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Free Webinar Examines Autonomous Imaging for Environmental Cleanup

January 12, 2026
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Upcoming Webinar on Advances in Automatic Test Pattern Generation

January 9, 2026

If you're building AI or vision-enabled products, you've come to the right place.

The Alliance provides a wealth of practical technical insights and expert advice to help you bring AI and visual intelligence into your products without flying blind. Learn about the latest vision, AI and deep learning technologies, standards, market research and applications – and how to get involved in the community.
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Latest Technology Posts

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OpenMV’s Latest: Firmware v4.8.1, Multi-sensor Vision, Faster Debug, and What’s Next

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Faster Sensor Simulation for Robotics Training with Machine Learning Surrogates

January 28, 2026
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How Edge Computing In Retail Is Transforming the Shopping Experience

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Meet MIPS S8200: Real-Time, On-Device AI for the Physical World

January 26, 2026
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The Next Platform Shift: Physical and Edge AI, Powered by Arm

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Why Scalable High-Performance SoCs are the Future of Autonomous Vehicles

January 22, 2026
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“Depth Estimation from Monocular Images Using Geometric Foundation Models,” a Presentation from Toyota Research Institute

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“Introduction to DNN Training: Fundamentals, Process and Best Practices,” a Presentation from Think Circuits

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“Lessons Learned Building and Deploying a Weed-killing Robot,” a Presentation from Tensorfield Agriculture

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“Transformer Networks: How They Work and Why They Matter,” a Presentation from Synthpop AI

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“Virtual Reality, Machine Learning and Biosensing Advances Converging to Transform Healthcare and Beyond,” an Interview with Stanford University

October 8, 2025
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“Understanding Human Activity from Visual Data,” a Presentation from Sportlogiq

October 7, 2025
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“Multimodal Enterprise-scale Applications in the Generative AI Era,” a Presentation from Skyworks Solutions

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The Alliance supports and encourages innovations in incorporating visual and artificial intelligence in new products and applications.

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The Alliance brings together suppliers, end-product designers, and partners to speed the adoption of computer vision and artificial intelligence.

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The Alliance is a hub of timely insights into market research, technology trends, standards, and application requirements.

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