According to the IRS, the period of limitations is the “period of time in which you can amend your tax return to claim a credit or refund, or the IRS can assess additional tax.”
Especially in the digital age, where everything can be saved on a hard drive or backed up in the cloud, there’s no reason to toss your actual tax returns.