Adjusted basis refers to the original cost of an asset adjusted for various factors such as improvements, depreciation, and damages, which is used to determine the capital gain or loss when the asset is sold. It's crucial for accurately calculating taxes on the sale of property or investments, ensuring that only the net gain is taxed.