What This Shows: A matrix mapping 2906 AI failures by type (rows) and response pattern (columns). Cell color indicates response type; intensity shows frequency.
Why It Matters: How we respond to failures shapes learning. Green cells show problem-solving; red cells reveal denial or blame-shifting where the field may be stuck.
How to Interpret: Click cells to view articles. Filter by category or source. Large dark cells in red columns indicate concerning patterns where failures aren't being addressed constructively.
Are we learning or repeating? · 2906 failures analyzed