Nota AI

Nota AI Demonstration of LLM Acceleration on Mobilint NPU, Optimized with NetsPresso

Algorithms & Models, Nota AI, Software, Summit 2026, Videos /

Thibault Castells, Research Engineer at Nota AI, demonstrates the company’s latest edge AI technologies at the 2026 Embedded Vision Summit. Specifically, he demonstrates Qwen3-4B running as a real-time LLM Coding Assistant entirely on Mobilint MLA100 NPU, optimized with NetsPresso. Achieving 179–478ms Time to First Token and 8.5–10.8 tokens per second, the demo proves that high-performance […]

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Nota AI Demonstration of VLA Robotics on Dragonwing, Enhanced by NetsPresso

Algorithms & Models, Nota AI, Qualcomm, Robotics, Software, Summit 2026, Videos /

Thibault Castells, Research Engineer at Nota AI, demonstrates the company’s latest edge AI and vision technologies at the 2026 Embedded Vision Summit. Specifically, he demonstrates VLA optimization on Qualcomm Dragonwing IQ-9075, powered by NetsPresso. Using an Action Head-only optimization approach, Nota AI achieves 7x faster Action Head speed (218ms → 31ms) and 1.6x faster end-to-end

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Nota AI Demonstration of NetsPresso Agentic Optimization Platform

Algorithms & Models, Nota AI, Software, Summit 2026, Videos /

Thibault Castells, Research Engineer at Nota AI, demonstrates the company’s latest edge AI and vision technologies at the 2026 Embedded Vision Summit. Specifically, Castells demonstrates newly updated NetsPresso, Nota AI’s AI model optimization platform, which now features an agentic optimization loop that automates the entire optimization pipeline. NetsPresso supports optimization across edge and server environments,

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“Enabling “GenAI Everywhere”: Flexible Model Compatibility and Insight-Driven Workflows,” a Presentation from Nota AI

Edge AI and Vision Alliance, Nota AI, Software, Summit 2026, Tools, Videos /

Tae-Ho Kim, Co-Founder and CTO at Nota AI presents “Enabling “GenAI Everywhere”: Flexible Model Compatibility and Insight-Driven Workflows” at the May 2026 Embedded Vision Summit. As generative AI models rapidly evolve—with increasingly dynamic transformer architectures and diverse framework variations—the challenge of bringing these models to the edge has grown dramatically.… “Enabling “GenAI Everywhere”: Flexible Model

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Nota AI Wins Grand Prize at NVIDIA Nemotron Hackathon, Proving MoE Quantization Prowess with Synthetic Data Technology

Algorithms & Models, News, Nota AI, NVIDIA, Tools /

Took 1st place in Track C and Grand Prize among all 20 competing teams with synthetic data generation technology specialized for MoE quantization Built a dataset using an agent based on Nemotron 3 Super120B, presenting a data-centric rather than algorithm-centric optimization approach SEOUL, South Korea, April 24, 2026 /PRNewswire/ — Nota AI, a leading AI model compression and optimization company,

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Edge AI and Vision Alliance Announces 2026 Product Award Winners

ENERZAi, Expedera, Intel, News, Nota AI, SiMa.ai, Synaptics, Texas Instruments, Vision Product of the Year Awards, Visionary.ai /

Intel, Expedera, Synaptics, ENERZAi, Visionary.ai, SiMa.ai, Nota AI, John Deere and Starkey Take Honors   April 20, 2026 SANTA CLARA, CA, UNITED STATES, /EINPresswire.com/ — The Edge AI and Vision Alliance today announced the 2026 winners of its Edge AI and Vision Product of the Year Awards and AI Innovation Awards. The Product of the

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2026 Edge AI and Vision Product of the Year Award Winner Showcase: Nota AI (Edge AI Large Multimodal Model)

Nota AI, Vision Product of the Year Awards /

Nota AI’s Nota Vision Agent has been awarded the 2026 Edge AI and Vision Product of the Year Award in the Edge AI Large Multimodal Models category. NVA (Nota Vision Agent) is Nota AI’s flagship generative AI video monitoring solution that transforms traditional video feeds into intelligent, conversational insights. Unlike conventional computer vision (CV)-based object

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Nota AI and SiMa.ai Sign Strategic Partnership for Physical AI Technology Collaboration

News, Nota AI, SiMa.ai /

Combining AI Optimization with High Performance and Efficiency MLSoCs to Lead the Physical AI Market Nota AI’s AI Optimization Technology Meets SiMa.ai’s MLSoC™ Product Family, Maximizing On-Device AI Performance for Physical AI Joint Development and Commercialization of AI Solutions for Industrial Environments including ITS, Safety, and Security Expanding Collaboration Across the Full Spectrum of Physical

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ERGO: Efficient High-Resolution Visual Understanding for Vision-Language Models

Algorithms & Models, Blog Posts, Nota AI /

This blog post was originally published at Nota AI’s website. It is reprinted here with the permission of Nota AI. Key Takeaways: Efficient coarse-to-fine pipeline: A two-stage reasoning pipeline that first processes low-resolution inputs to identify task-relevant regions and then re-encodes them at higher resolution, reducing computational cost while preserving essential information. Reward for reasoning-driven perception:

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Nota AI Signs Technology Collaboration Agreement with Samsung Electronics for Exynos AI Optimization “Driving the Popularization of On-Device Generative AI”

News, Nota AI, Processors, Samsung Semiconductor, Software, Tools /

Nota AI’s optimization technology integrated into Samsung Electronics’ Exynos AI Studio, enhancing efficiency in on-device AI model development   Seoul, South Korea Nov.26, 2025 — Nota AI, a company specializing in AI model compression and optimization, announced today that it has signed a collaboration agreement with Samsung Electronics’ System LSI Business to provide its AI

Nota AI Signs Technology Collaboration Agreement with Samsung Electronics for Exynos AI Optimization “Driving the Popularization of On-Device Generative AI” Read More +

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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