Cost basis adjustment refers to the modification of the original value of an asset, typically for tax purposes, to reflect changes such as improvements, depreciation, or corporate actions like stock splits. This adjustment is crucial for accurately calculating capital gains or losses upon the sale of the asset, impacting the tax liability of the asset holder.