ODSC East 2025 promises to showcase emerging trends in data science and AI through an extensive agenda featuring workshops and talks. Key themes identified include the transition of autonomous agents from experimental to foundational tools in business automation, an increasing reliance on graph-based retrieval and multimodal RAG systems for enhanced intelligence, and the shift from proofs of concept to production-ready AI solutions focusing on safety and audibility. The conference reflects a significant evolution towards effective, efficient AI systems that address real-world challenges.
The rise of autonomous agents marks a significant shift in AI, as they transition from experimental projects to essential components for automation and decision-making in various businesses.
Graph-based retrieval and multimodal RAG systems are becoming crucial, enhancing context-awareness by integrating various data types alongside LLMs for more intelligent applications.
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