Brilliant Industries claims that its calculators last longer on a single charge than the calculators of its competitor AOPS Corporation. Lauren wants to test this claim by conducting an observational study. It is known that AOPS Corporation calculators last on average 10 hours on a single charge, with a standard deviation of 1 hour. Lauren's observation of 20 calculators manufactured by Brilliant Industries shows that the average duration on a single charge is 12 hours, and the p-value is 0.10. At a significance level of what can Lauren conclude?
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