
Why AI Safety Auditors Are Flooding Reviewers With False Alarms
AI auditors catch errors but trigger false alarms
Enter the amount, the period and hours per week to convert between hourly, monthly and yearly.
Useful for comparing an 'hourly' offer with a 'monthly' one, or understanding what a monthly salary really adds up to per year — the conversion uses the real average of weeks per month (52 weeks ÷ 12 months), not a fixed 4-week month, which would underestimate the value.
Common full-time standard: 40 hours per week (varies by role and country).
Pure mathematical conversion based on the weekly hours entered — it doesn't account for bonuses, paid time off, benefits or deductions, which change the actual net amount received.
Because a month averages 4.33 weeks (52 weeks ÷ 12 months), not exactly 4. Using a fixed 4 weeks underestimates the monthly value by almost 8%.
No. It's a pure mathematical conversion between the three periods, without accounting for benefits, bonuses, paid time off or tax deductions — which change the actual net amount received.
It works as a first comparison of gross value per period, but for a complete comparison (with taxes and benefits factored in), it's worth using a dedicated employee-vs-contractor calculator.

AI auditors catch errors but trigger false alarms

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