The short answer is no. Unsupervised learning leads to "garbage in, gospel out"—where a user believes an inaccurate simulation because they don't see the warning flags.
| | Untrained User | Trained User | | :--- | :--- | :--- | | Setup Time | 8 hours (trial/error) | 2 hours (systematic) | | Solve Accuracy | 60-70% (misses splits) | 90-95% (correlates to shop floor) | | Die Tryout hits | 5-10 iterations | 1-2 iterations | | Cost per part | High (scrap + labor) | Optimized (minimal waste) | autoform training
A formal AutoForm training course pays for itself in . The short answer is no