An AI project has spent heavily but repeatedly misses its agreed quality and value thresholds. What is the best portfolio response?

1. Use the agreed evidence to stop, redesign, or narrow the initiative and redirect resources where justified.
2. Hide the failed results from the sponsor.
3. Continue indefinitely because stopping would reveal the earlier spending.
4. Change every metric after failure until the project appears successful.