The Difference Between Generative AI and Agentic AI
Generative AI produces content reactively; agentic AI pursues goals autonomously across multiple steps using tools, memory, and reasoning. Critical distinction.
Agentic AI Architecture and Real-World Implementation
Agentic AI production systems separate reasoning from execution, use episodic memory, register tools strictly, validate all outputs. Monitor context and drift.
Why Most Computer Vision Projects Quietly Fail in Production
CV models degrade after deployment due to domain shift. Use object variation, environmental diversity, hard negatives, and continuous monitoring in production.
