Kyutai TTS Redefines Real-Time Voice AI. Local LLMs: Hardware, Frontends, and Multi-User Agents. Retrieval-Augmented Generation: Local RAG and Offline Knowledge. AI in Code: IDEs, Rule Engines, and Agentic Learning. AI for Science: Curie and Domain-Specific AutoML