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Why Model Zoos Fall Short in Production AI
This blog post was originally published at ModelCat’s website. It is reprinted here with the permission of ModelCat. Artificial intelligence has
Physical AI: Bridging Silicon, Software, and the Real World
This blog post was originally published at Synopsys’s website. It is reprinted here with the permission of Synopsys. AI is
Microchip Advances Edge AI Sensor Connectivity with Rev 2.0 PolarFire® FPGA Ethernet Sensor Bridge
h3>Smaller, multi-camera platform enables scalable Ethernet architectures for NVIDIA Edge AI systems while lowering power, cost and integration complexity CHANDLER,
Your NPU Learned to Listen
Whisper runs end-to-end on Chimera. Encoder and decoder compiled as native GPNPU kernels, INT4 weights, FP16 attention, top-1 token match
NVIDIA Alpamayo 2 Super, the Frontier Open Model for Robotaxis and Autonomous Vehicles, Now Available for Commercial Use
Open commercial licensing, benchmark‑leading reasoning and inspectable decisions bring autonomous vehicles, including robotaxis, closer to production and widescale deployment.
The Edge LLM Offload Story: How Synaptics Torq™ Enables High-Efficiency Gemma™ Inference
This blog post was originally published at Synaptics’ website. It is reprinted here with the permission of Synaptics. Developers and system
Intel Releases OpenVINO 2026.3 with Expanded Generative AI and Model Support
Intel has released OpenVINO 2026.3, updating its open-source AI inference toolkit with broader model support, new generative AI pipelines, memory-efficiency
What are the Key Engineering Challenges in Autonomous Docking Systems and How are they Solved? (Part 2)
This blog post was originally published at e-con Systems’ website. It is reprinted here with the permission of e-con Systems. Designing
Seeing the Invisible: How Advanced AFEs Give Robots True Self Awareness
This blog post was originally published at NXP Semiconductors’ website. It is reprinted here with the permission of NXP Semiconductors.
News
Microchip Advances Edge AI Sensor Connectivity with Rev 2.0 PolarFire® FPGA Ethernet Sensor Bridge
h3>Smaller, multi-camera platform enables scalable Ethernet architectures for NVIDIA Edge AI systems while lowering power, cost and integration complexity CHANDLER, Ariz., August 11, 2026 — The shift toward compact, high‑performance edge AI systems is redefining sensor connectivity, pushing developers to deliver power‑ and space‑efficient architectures that remain secure, scalable and future‑ready. To address these challenges, Microchip
NVIDIA Alpamayo 2 Super, the Frontier Open Model for Robotaxis and Autonomous Vehicles, Now Available for Commercial Use
Open commercial licensing, benchmark‑leading reasoning and inspectable decisions bring autonomous vehicles, including robotaxis, closer to production and widescale deployment. This news blog was originally published at NVIDIA’ website. It is reprinted here with the permission of NVIDIA. For robotaxis and other autonomous vehicles (AVs), the hardest problems aren’t the everyday scenarios. They’re the rare, complex situations that
Intel Releases OpenVINO 2026.3 with Expanded Generative AI and Model Support
Intel has released OpenVINO 2026.3, updating its open-source AI inference toolkit with broader model support, new generative AI pipelines, memory-efficiency improvements and expanded hardware compatibility. The release adds support for SmolLM3-3B, LFM2-1.2B and LFM2.5-1.2B across Intel CPUs, GPUs and NPUs. Additional models supported on CPUs and GPUs include Harrier OSS-v1-0.6B, Qwen3-8B with EAGLE-3, MiniCPM5-1B and
Market Analysis
Free Webinar on Automotive Perception in the Physical AI Era
On September 29, 2026 at 9 am PT (noon ET), Pierrick Boulay, Principal Analyst, Automotive Semiconductors, and Anas Chalak, Technology & Market Analyst, Imaging at Yole Group, will present the free hour webinar “Automotive Perception in the Physical AI Era: Imaging, Sensors and Computing,” organized by the Edge AI and Vision Alliance. Here’s the description,
Drones Market 2026-2036: Technologies, Markets, and Opportunities
This blog post was originally published at IDTechEx’s website. It is reprinted here with the permission of IDTechEx. Global Drone Market Set to Reach US$147.8 Billion by 2036, Driven by Commercial Expansion, Regulatory Maturity, and Sensor Proliferation Over the past decade, drones have moved from experimental tools into critical infrastructure across agriculture, logistics, energy, security, and
Key Trends Shaping the Semiconductor Industry in 2026
This blog post was originally published at HTEC’s website. It is reprinted here with the permission of HTEC. The hardware boom is slowing down. What comes next is a software, power, and inference problem—and most of the industry isn’t ready for any of it. AI chips are now 0.2% of all chips manufactured, but
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Why Model Zoos Fall Short in Production AI
This blog post was originally published at ModelCat’s website. It is reprinted here with the permission of ModelCat. Artificial intelligence has advanced rapidly over the past decade, fueled in large part by the availability of pre-trained models and shared research. One of the most visible outcomes of this progress is the rise of the “model zoo”—collections
Physical AI: Bridging Silicon, Software, and the Real World
This blog post was originally published at Synopsys’s website. It is reprinted here with the permission of Synopsys. AI is quickly emerging from its digital confines as something new: physical AI. This evolving incarnation pushes beyond the realm of information — code, text, images, video — and enables machines to sense, decide, and act in the
Your NPU Learned to Listen
Whisper runs end-to-end on Chimera. Encoder and decoder compiled as native GPNPU kernels, INT4 weights, FP16 attention, top-1 token match against the float32 reference. Scales to four cores with a flag, no recompile. This blog post was originally published at Quadric’s website. It is reprinted here with the permission of Quadric. I ran a
