The conversation around AI infrastructure is almost entirely focused on what gets added: more chips, more power, more capital. The number most people aren’t talking about is what gets wasted. Across most data centers today, 85% of GPU capacity sits unused. Organizations are spending trillions of dollars building out AI infrastructure and extracting a fraction of…
The Evolution of Intelligent Logistics: MIT’s AI Traffic Controller While the concept of “warehouses of the future” has been a topic of industry discussion for decades, the technology required to make them truly autonomous is only now reaching a tipping point. We have long utilized basic automation—like conveyor belts and fixed-route robots—but the chaotic, high-speed…
Introducing the Embedded Newsletter: Intelligence, Curated Welcome to the inaugural issue of the Embedded Newsletter. We are shifting the focus from the “noise” of general tech reporting to the structural reality of the systems that power our world. Our goal is to provide a collaborative stage for experts and enthusiasts to dissect the evolution of…
In one of our recent articles, here, we asked Gemini 3 how it saw its role in surveillance and what it would do if asked to kill for an authority. I think I should elaborate on why I asked these questions the way I did. There was a method, while letting the Artificial Intelligence answer…
AI on the Edge (TinyML): The Future of Intelligent Devices TinyML brings AI to small, low-power devices, enabling real-time decision-making at the source. It addresses the limitations of cloud-based AI by reducing latency, enhancing privacy, and optimizing energy consumption. While not a replacement for deep learning or machine learning, TinyML offers unique advantages for specific…
Infineon Technologies has officially launched its PSOC™ Edge family, a high-performance microcontroller (MCU) lineup designed to redefine intelligence at the edge. As modern devices move toward more intuitive and autonomous operations, this new generation of MCUs bridges the gap between traditional processing and advanced machine learning (ML) capabilities. Intelligence Meets Efficiency The PSOC™ Edge series…
The NVIDIA Jetson AGX Orin 64GB Module represents a massive leap in embedded computing, delivering up to 275 TOPS of AI performance. Designed for autonomous machines and advanced robotics, this module provides over 8X the performance of its predecessor, the Jetson AGX Xavier, while maintaining a compact form factor. It is engineered to handle the…
Neural Concept Introduces a Physics- and Geometry-Aware AI Design Copilot, Extending Its Established Engineering AI Platform Neural Concept unveils its new AI Design Copilot at CES, empowering engineers to generate thousands of manufacturing-ready virtual 3D geometry options from design intent, in minutes. Removes CAD bottlenecks and unlocks more innovative, better-performing hardware across. industries including automotive,…
Ambarella Developer Zone provides early access for Partners to Evaluate, Build and Deploy Edge AI applications at Scale on Ambarella’s Edge AI SoCs and Cooper Development Software SANTA CLARA, Calif., Jan. 6, 2026 — Ambarella, Inc. (NASDAQ: AMBA), an edge AI semiconductor company, today announced during CES the launch of its Ambarella Developer Zone (DevZone). Located at developer.ambarella.com, the DevZone…
MIT’s New Way to Help AI Think Smarter, Not Harder We’ve all been there: staring at a simple question and overthinking it until our brains hurt, or conversely, rushing through a complex problem only to realize we missed the obvious solution. As it turns out, Large Language Models (LLMs) have been suffering from a similar…