An inspection report reveals that $20\%$ of portable power banks produced in a certain factory do not meet safety standards. A quality analyst needs at least one defective unit for further testing. If the analyst randomly selects $15$ power banks from a larger batch, what is the probability that at least one of them is defective? Is this probability high enough for the analyst to reasonably expect at least one defective item?

• A. $0.965$Yes, the analyst can be reasonably sure of finding at least one defective unit
• B. $0.452$No, it is unlikely that any of the selected units will be defective
• C. $0.735$No, the probability is too low to expect a defective unit with confidence
• D. $0.118$No, the analyst will likely not find a defective unit

Answer: (A)