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TII Releases Falcon Perception: A 0.6B-Parameter Early-Fusion Transformer for Open-Vocabulary Grounding and Segmentation from Natural Language Prompts

In the current landscape of computer vision, the standard operating procedure involves a modular ‘Lego-brick’ approach: a pre-trained vision encoder for feature extraction paired with a separate decoder for task prediction. While effective, this architectural separation complicates scaling and bottlenecks the interaction between language and vision. The Technology Innovation Institute (TII) research team is challenging […]

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Agentic AI, AI Infrastructure, Artificial Intelligence, Editors Pick, Language Model, Large Language Model, Machine Learning, Staff, Technology, Tutorials

Step by Step Guide to Build an End-to-End Model Optimization Pipeline with NVIDIA Model Optimizer Using FastNAS Pruning and Fine-Tuning

In this tutorial, we build a complete end-to-end pipeline using NVIDIA Model Optimizer to train, prune, and fine-tune a deep learning model directly in Google Colab. We start by setting up the environment and preparing the CIFAR-10 dataset, then define a ResNet architecture and train it to establish a strong baseline. From there, we apply […]

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Agentic AI, AI Shorts, Applications, Artificial Intelligence, Editors Pick, Language Model, Large Language Model, Machine Learning, New Releases, Open Source, software-engineering, Staff, Tech News, Technology

Arcee AI Releases Trinity Large Thinking: An Apache 2.0 Open Reasoning Model for Long-Horizon Agents and Tool Use

The landscape of open-source artificial intelligence has shifted from purely generative models toward systems capable of complex, multi-step reasoning. While proprietary ‘reasoning’ models have dominated the conversation, Arcee AI has released Trinity Large Thinking. This release is an open-weight reasoning model distributed under the Apache 2.0 license, positioning it as a transparent alternative for developers […]

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Agentic AI, AI Agents, AI Infrastructure, AI Shorts, Applications, Artificial Intelligence, deep-learning, Editors Pick, Hardware, Language Model, Large Language Model, Machine Learning, New Releases, Promote, Small Language Model, Sponsored, Staff, Tech News, Technology

Defeating the ‘Token Tax’: How Google Gemma 4, NVIDIA, and OpenClaw are Revolutionizing Local Agentic AI: From RTX Desktops to DGX Spark

Run Google’s latest omni-capable open models faster on NVIDIA RTX AI PCs, from NVIDIA Jetson Orin Nano, GeForce RTX desktops to the new DGX Spark, to build personalized, always-on AI assistants like OpenClaw without paying a massive “token tax” for every action. The landscape of modern AI is shifting rapidly. We are moving away from […]

The post Defeating the ‘Token Tax’: How Google Gemma 4, NVIDIA, and OpenClaw are Revolutionizing Local Agentic AI: From RTX Desktops to DGX Spark appeared first on MarkTechPost.

AGV safety, amr safety, automation news, digital twin systems, forklift safety systems, industrial safety technology, Logistics, logistics automation, mixed fleet robotics, proximity sensing, real-time location systems, robotics and automation, robotics and automation news, robotics news, rtls, Technology, Transportation, warehouse automation

Why the World’s First Pure-Play RTLS Integrator, LocaXion, Chooses Redpoint When it Comes to Forklift Safety

A conversation between LocaXion CEO Viren Mathuria and Redpoint CEO Chunjie Duan on safety-grade RTLS, what genuine precision demands, and the architecture built for what’s coming. RTLS (Real-Time Location System) refers to wireless technology used to …

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