Prediction #6: AI automation will disrupt traditional learning pathways and expose content obsolescence
AI automation will remove the “bottom rung” of many career ladders and rapidly change large portions of other jobs and their associated training. Expect broken learning pathways and accelerated obsolescence of workforce training content.
Prediction #1: “Learning slop” will create a signal-to-noise problem, catalyzing demand for data provenance standards
2026 Top Ten Predictions: “Learning slop” will create a signal-to-noise problem, catalyzing demand for data provenance standards.