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Build GenAI Apps from Scratch — UCSB PaCE Certificate Program
Overview
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Explore COMPASS, a groundbreaking framework from Google that addresses the critical challenge of context drift in AI agents performing complex, long-horizon tasks. Learn how this innovative architecture introduces a dedicated strategic brain to supervise agent work and a smart context manager to maintain focus throughout extended reasoning processes. Discover the technical foundations of this new approach to multi-agent AI systems, including how COMPASS enhances agent coherence and enables sustained long-term reasoning capabilities. Understand the research collaboration between Google Cloud AI and the University of Virginia that produced this significant advancement in AI agent architecture. Examine the practical implications of context engineering and how COMPASS represents a paradigm shift from traditional agent designs to more sophisticated, cognitively-enhanced systems capable of maintaining strategic oversight and contextual awareness across complex task sequences.
Syllabus
COMPASS: The Cognitive Upgrade for Multi-Agent AI
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