AI for Everyone - AI Safety and Limitations
An AI uses a threshold of 70% confidence to decide if it should answer or say 'I don't know.' If it outputs an answer with 65% confidence, what should it do to handle uncertainty properly?
An AI uses a threshold of 70% confidence to decide if it should answer or say 'I don't know.' If it outputs an answer with 65% confidence, what should it do to handle uncertainty properly?
hard🚀 Application Q9 of 15
Step-by-Step Solution
Solution:
Step 1: Understand confidence threshold use
The threshold defines when AI is confident enough to answer.Step 2: Apply threshold to given confidence
65% is below 70%, so AI should not answer confidently but express uncertainty.Final Answer:
Say 'I don't know' because confidence is below threshold -> Option CQuick Check:
Confidence below threshold = express uncertainty [OK]
Quick Trick: Below threshold confidence means say 'I don't know' [OK]
Common Mistakes:
MISTAKES- Ignoring threshold and answering anyway
- Guessing randomly without indication
- Refusing to answer even when confident
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