Adjusted Gross Income (AGI) is a crucial figure on a U.S. tax return that determines eligibility for various tax credits and deductions. It is calculated by taking the total gross income and subtracting specific adjustments allowed by the IRS, such as educator expenses, student loan interest, and retirement contributions.