Colibri Hands-on: Running GLM 5.2 (744B) Locally without GPU

Hello I published a paper. Most defenses against fine-tuning poisoning try to detect malicious data or reduce its impact. I explored a different question: What if the model simply could not learn certain malicious updates? The idea is to constrain fine-tuning to a subspace learned from trusted LoRA adapters. Useful adaptation remains possible, but some…

Video Friday is your weekly selection of awesome robotics videos, collected by your friends at IEEE Spectrum robotics. We also post a weekly calendar of upcoming robotics events for the next few months. Please send us your events for inclusion. RSS 2026: 13–17 July 2026, SYDNEY Summer School on Multi-Robot Systems: 29 July–4 August 2026,…

Image credit: By Jeff Dahl – Own work by uploader, Based on the public domain document: [1], CC BY-SA 3.0, Link By Stephanie Parker This research from the NeuroAI Lab of Martin Schrimpf, part of EPFL’s Schools of Computer and Communication Sciences and Life Sciences, uses AI models to predict exactly where to stimulate the…

McLaren will deploy autonomous quadruped robots initially to capture 360° site imagery, generate data and support safety compliance patrols and quality assurance. Regular automated scans by FieldAI robots will create a visual and spatial record of work as it is installed. AI-enabled analysis will compare site data against the design model, reducing the time between install…

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Abstract According to the latest IndexBox report on the global Sanitary Motors market, the market enters 2026 with broader demand fundamentals, more disciplined procurement behavior, and a more regionally diversified supply architecture. The World Sanitary Motors market is entering a sustained growth phase as global hygiene standards in food processing, pharmaceuticals, and biotechnology tighten. These…