Why AGI Won’t Save You (Yet): Building Real-World AI Systems That Work

Session Overview

Frontier model performance is hitting a soft ceiling, and it’s clear that AGI will not solve all our problems anytime soon. The next wave of progress lies in agentic AI—systems that combine large models with reasoning, tools, and guardrails to deliver real value.

While GenAI application is easy to demo, putting it into production is another story. Teams face persistent challenges around accuracy, safety and cost, all while pressure mounts to move faster. In this session, we’ll share how global enterprises are navigating these hurdles—what’s working, what’s not—and how Weights & Biases is enabling them to move from prototype to production with confidence.