Makary has directed all FDA centers to begin deployment immediately, with the goal of full integration by the end of June. - USA FDA Press Release, 5/25 AI-Enabled Medical Devices Approved New USA are no longer the exception. With prefabricated modules, streamlined permitting, and vertical integration across electrical, mechanical, and software systems, new data centers are going up at speeds that Q1:24 Q1:25151 AI Developer Use Cases = Broad & Varied Note: CI / CD pipelines are continuous integration / continuous deployment pipelines. Source: IBM, ‘AI in Software Development’ (2024); Anthropic;

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Guardrails are a critical component of any LLM-based deployment, but should be coupled with robust authentication and authorization protocols, strict access controls, and standard software security measures

Neural Network acceleration in IP and SoCs from the Arm ecosystem, through collaborative seamless integration with the ecosystem of AI/ML software frameworks and librariesArm NN open source project ● Linaro-hosted