Question: A diagnostic review of development errors shows that 95% come from the score-estimation component, while 5% come from the search procedure that tries to optimize the score. Explain how this breakdown should shape the team's next improvement efforts. Also state what the 5% figure tells you about the most error reduction the search procedure could contribute if it were made perfect.

Sample answer: This kind of breakdown shows where the missed opportunities are. If only 5% of the errors are caused by the search procedure, then even a flawless search method can remove only about 5% of the total error, because that is the portion tied to that part of the system. The larger 95% share belongs to the score-estimation component, so that is where the biggest potential gain lies. In practice, the team should direct most of its effort toward improving the score estimate rather than polishing the search routine.

Key points:

• The diagnostic splits errors between score estimation and the search procedure
• A 5% share means perfecting the search can only yield about a 5% total-error improvement
• A 95% share indicates the higher-value target for work
• The score-estimation component should receive priority
• The diagnosis should guide where engineering time goes

Rubric: Full credit requires saying that the error share limits the possible gain, identifying score estimation as the main priority, and using the 95% and 5% figures correctly.