Blog Posts

Case Study: How an Enterprise Tech Team Went from Dozens to 2,000+ Fine-Tuning Configurations

This blog post was originally published in expanded form at RapidFire AI’s website. It is reprinted here with the permission of RapidFire AI. The Use Case An AI-forward team at a Fortune 500 enterprise tech company builds intelligent autocomplete for enterprise form data entry: predicting what a user will select next across product dimensions, pricing fields, […]

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The rise of smarter robots and why memory is becoming their superpower

This blog post was originally published at Micron Technology’s website. It is reprinted here with the permission of Micron Technology. If it feels like robots are evolving faster than ever, that’s because they are. We’re watching an industry shift in real time, from factory floors to warehouses to emerging humanoid systems, all powered by advances in

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Addressing Technical Challenges in Next-Gen Smart Lock Design

This blog post was originally published at Renesas’ website. It is reprinted here with the permission of Renesas. From Connectivity Standards Alliance’s Matter™ and Aliro™ to Biometric Authentication The growing demand for secure, easy-to-use, and seamlessly integrated access solutions is driving smart locks to the forefront of residential and commercial access control. Expansion of smart home

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How We Built a 100% Effective Multi-Layer Safety Filter for Enterprise AI Agents

How Rapidflare’s multi-layer safety filter achieved 100% protection against harmful content while maintaining zero false positives on legitimate queries.   This blog post was originally published at Rapidflare’s website. It is reprinted here with the permission of Rapidflare. When you deploy an AI agent to a public developer community, the threat model changes completely. In a

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13 Edge AI Industrial Applications Where Visual Perception Makes the Difference

This blog post was originally published at Au-Zone’s website. It is reprinted here with the permission of Au-Zone. Edge AI is the fastest-growing segment of the AI market, projected to grow at a37% CAGR through 2030, outpacing the overall AI market. Much of that growth is driven by one core need: machines that can see, interpret,

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Modern Trends in Floating-Point

This blog post was originally published at Imagination Technologies’ website. It is reprinted here with the permission of Imagination Technologies. The requirement to support real numbers in computers has existed for as long as computers themselves, yet has always been a more complicated challenge than it at first appears. Why? Because computer-based representations can only represent

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What Is MCU-Based Power Management – and Why Does Your Vision System Need It?

This blog post was originally published at e-con Systems’ website. It is reprinted here with the permission of e-con Systems. Key Takeaways: Why e-con Systems’ Darsi Pro is a one-of-a-kind vision solution The role of the MCU in Darsi Pro How Darsi Pro helps smartly manage power on NVIDIA Jetson Orin NX modules Vision systems involve

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MPEG-5 LCEVC: A practical shift for industrial AI video pipelines

This blog post was originally published at V-Nova’s website. It is reprinted here with the permission of V-Nova. In Industrial and Defense environments, I hear the same story. More cameras. Higher resolutions. Stricter latency targets. Infrastructure that cannot be replaced easily. And increasing pressure around storage, bandwidth, compute, and privacy. This is why MPEG-5 LCEVC is becoming even more relevant. It improves compression

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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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From Connected to Aware: How PSOC™ Edge Enables the Next Wave of Smart Devices

This blog post was originally published at Infineon’s website. It is reprinted here with the permission of Infineon. Across home, retail, and industry, devices that once followed simple rules are now expected to understand people and context. A thermostat shouldn’t just follow a schedule; it should know if anyone is in the room and choose the preferred

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Here you’ll find a wealth of practical technical insights and expert advice to help you bring AI and visual intelligence into your products without flying blind.

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