Stipends and fellowships are both taxable, “tuition reduction” is not taxable.
If no tax is withheld going forward, you might consider making Estimated Tax Payments.
If you can estimate your tax bracket, you can estimate the amount you should send in quarterly.
Tax are due "as you earn" so you can get a penalty if you wait until you file to pay.
For 2021 was the tuition reduction reported on your W2?
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