Probabilistically checkable proofs (PCPs) are a type of mathematical proof that can be verified by checking a small, randomly selected portion of the proof, offering a powerful tool for verifying the correctness of complex computations with high confidence. This concept underpins the PCP theorem, which states that every proof can be converted into a form that is verifiable in this probabilistic manner, significantly impacting fields like computational complexity and cryptography.