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| Stability |
| We like clever algorithms more reliable, less intervention |
| Performance increases with complexity Just-in-time delivery, Credit card theft detection, Derivatives trading |
| Complexity improves handling of special cases |
| Robustness |
| How well do you handle the unexpected? |
| Complexity always decreases robustness |
| Well-meaning algorithms might make problems worse! |
| Tradeoff |
| The bigger they are, the harder they fall |
| You can never win |