"A saint is not someone who never sins, but one who sins less and less
frequently and gets up more and more quickly."
― St. Bernard of Clairvaux
Here are some AI sins, and their potential cure:
- If AI generated models are too complex to understand, using symbolic methods to find regions where conclusions hold.
- If the AI need too much data, use semi-supervised learning to reduce that commissioning cost.
- If the AI tools are needlessly complicated, use epsilon domination to stop needlessly explore spurious details.
- If the AI tools need tuning, use the above to tune the models.
For more, read the doc.