Published onMarch 21, 2026Your AI Does Not Learn From Its Mistakesai-agentsmemory-systemsmachine-learningagentic-hubThe illusion of AI learning: Why noticing is not learning, the three states of knowledge, and how to build a true learning pipeline structured around procedural memory.