Vision Language to Actions: A practical guide (4/22/26 Forum 5 Gen Edge AI by Danilo Pau)
PAU_VLA_Forum_5Download
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Mercedes-Benz and Liquid AI have entered a multi-year strategic partnership as of April 2026.
The collaboration focuses on integrating Liquid AI’s Liquid Foundation Models (LFMs) into Mercedes-Benz vehicles, specifically for the North American market. Unlike traditional cloud-based AI, this partnership emphasizes on-device generative AI for the MBUX (Mercedes-Benz User Experience) system. Key highlights of the partnership include: On-Board Processing: The AI models will run directly on the vehicle’s hardware,
WG bi-weekly meeting April 17 2026
MoM 2026-4-17Download
Gen Edge AI Forum 5 Agenda April 21-22 2026
GenEdgeAI meeting 26-4-2026 MoMDownload
PrismML 1-bit Bonsai LM
Here is a brief executive summary of the article provided by @Mike Stauffer: Core Breakthrough: Caltech-led startup PrismML has developed a mathematical framework for 1-bit large language models, achieving radical compression of high-fidelity AI without sacrificing reasoning performance. Performance Gains: Their flagship Bonsai 8B model reduces memory requirements from 16GB to 1GB, boosts processing speeds by up to 8x,
From Feasibility to Ecosystems:How Generative AI at the Edge Has Evolved
Poster at EdgeAI San Diego 2026 EDGE AI - From Feasibility to Ecosystems How Generative AI at the Edge Has Evolved – RobertoDanilo_TBPDownload
Benchmarking Small Language Models on an Industry-grade, High-end Microcontroller
Presentation at the Research Forum EdgeAI San Diego 2026 EdgeAI_RS_SLM_on_MP2_PAUDownload
Practical Design and Training of Edge Deployable VQA in a Natural Interaction Generative Edge Pipeline
Workshop at EdgeAI 2026 San Diego Workshop VQA Danilo PauDownload
