Claudio Santos

Thank you! I really appreciate your perspective. That shift from looking at agents individually to thinking about the behavior of the entire system is exactly what I wanted to highlight. As multi-agent architectures grow, security becomes much more about permissions, trust boundaries, communication between agents, human oversight, and governance than simply asking whether a single model is “safe.” And I agree that the most useful direction is practical AI: systems that are powerful, but also observable, controlled, and manageable in real environments. Thanks again for reading and for adding to the conversation! 🤖🔐🚀

Hi Mateo, thank you so much for your thoughtful comment. I completely agree with your point. Local AI and cloud AI should not be treated as opposite sides, but as parts of the same learning and implementation journey. Running models locally helps us understand the real impact of memory, compute, and latency, while the cloud shows how these workloads behave when scalability, reliability, and production support become necessary. Your view about a hybrid approach makes a lot of sense. In practice, that will probably be the most realistic path for many teams. Really appreciate you sharing this perspective.

Excellent! Congratulations!