A validity proof cryptographically shows that a batch of transactions was executed correctly.
ZK rollups rely on validity proofs instead of fraud challenge games.
In research workflows, Validity proof is usually interpreted with ZK rollup, Layer 2, and Fraud proof rather than as a standalone signal. Throughput, finality, and fee markets determine user experience and where activity migrates during congestion.