Blog Posts

Implementing Multimodal GenAI Models on Modalix

This blog post was originally published at SiMa.ai’s website. It is reprinted here with the permission of SiMa.ai. It has been our goal since starting SiMa.ai to create one software and hardware platform for the embedded edge that empowers companies to make their AI/ML innovations come to life. With the rise of Generative AI already […]

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Boosting Data Quality: Simulation-based vs. Generative AI Synthetic Data Generation

This blog post was originally published at Geisel Software’s Symage website. It is reprinted here with the permission of Geisel Software. Imagine you’re tasked with boosting data quality for your AI model. You’re at a crossroads, faced with two distinct paths for generating synthetic image data. On one side, there’s Generative AI—fast, adaptable, and capable

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OpenAI’s gpt-oss-20b: Its First Open-source Reasoning Model to Run on Devices with Snapdragon

This blog post was originally published at Qualcomm’s website. It is reprinted here with the permission of Qualcomm. At Qualcomm Technologies, we’ve long believed that AI assistants will be ubiquitous, personal and on-device. Today, we’re excited to share a major milestone in that journey: OpenAI has open-sourced its first reasoning model, gpt-oss-20b, a chain-of-thought reasoning

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How High-resolution Cameras Are Transforming Traffic Enforcement and Monitoring

This blog post was originally published at e-con Systems’ website. It is reprinted here with the permission of e-con Systems. Smart traffic systems leverage embedded camera solutions to help manage roadways, record violations, and detect traffic anomalies. Get expert insights on how cameras work in these systems, their top use cases applications, and key imaging

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R²D²: Boost Robot Training with World Foundation Models and Workflows from NVIDIA Research

This blog post was originally published at NVIDIA’s website. It is reprinted here with the permission of NVIDIA. As physical AI systems advance, the demand for richly labeled datasets is accelerating beyond what we can manually capture in the real world. World foundation models (WFMs), which are generative AI models trained to simulate, predict, and

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Collaborating With Robots: How AI Is Enabling the Next Generation of Cobots

This blog post was originally published at Ambarella’s website. It is reprinted here with the permission of Ambarella. Collaborative robots, or cobots, are reshaping how we interact with machines. Designed to operate safely in shared environments, AI-enabled cobots are now embedded across manufacturing, logistics, healthcare, and even the home. But their role goes beyond automation—they

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The $2.4 Trillion Crisis: Why Hardware/Software Integration Is Your Most Critical Technical Decision

This blog post was originally published at Geisel Software’s website. It is reprinted here with the permission of Geisel Software. Hardware-software integration isn’t incidental; it can make or break your project. When hardware and software don’t evolve together, even small disconnects can derail timelines, budgets, and trust. Late-stage fixes cost exponentially more. A bug caught

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Learn to Optimize Stable Diffusion on Qualcomm Cloud AI 100

This blog post was originally published at Qualcomm’s website. It is reprinted here with the permission of Qualcomm. Dive in to learn how we achieve a 1.4x latency decrease on Qualcomm Cloud AI 100 Ultra accelerators by applying an innovative DeepCache technique to text-to-image generation. What’s more, the throughput can be further improved by 3x

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The Role of Embedded Cameras in Ensuring Perimeter Security

This blog post was originally published at e-con Systems’ website. It is reprinted here with the permission of e-con Systems. Any breach along the perimeter, from industrial plants to data centers, results in major threats. That’s why embedded vision is so important. Discover how cameras work in these systems, their must-have features, as well as

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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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