Desirable difficulties — the finding that harder retrieval conditions improve long-term learning — is the theoretical counterweight to AI smoothing: agentic-ai-pedagogical-best-practice-2026 calls for intentional friction, and retrieval-practice and generative-ai-reduced-study-time-math document the costs of removing productive struggle.