Software Architecture
When AI Systems “Dream”: A Failure of Architecture, Not Models
Many AI failures labeled as hallucinations are actually coherent systems operating without sufficient grounding or constraint. The fix is architectural, not model-based.
Agents Are Actors With Intent, Not Guarantees
AI agents are not a new category of system. They are actors with intent operating inside existing architectures—reintroducing familiar distributed systems constraints under probabilistic behavior.