#uncertaintyai

Content:

If your license was suspended for medical reasons, you’ll need to submit medical documents and sometimes retake driving tests. Each province has its own reinstatement process.

AI agents often face incomplete or noisy information. Handling uncertainty is essential for accurate, reliable performance—especially in environments like autonomous navigation or medical triage.

Common approaches:

Probabilistic reasoning (e.g., Bayesian networks)

Monte Carlo simulations

Confidence scoring with fallback behaviors

Learn how uncertainty-aware agents are designed and evaluated on the AI agents page.