Four Pillars highlights Pearl Labs' approach to AI data integrity

Global cryptocurrency research firm Four Pillars highlighted Pearl Labs' model for ensuring data integrity in a new report, arguing that the AI paradigm is shifting from a focus on models to one centered on data quality. According to the report, this shift creates a need for a sovereign intelligence data layer to verify data origin and integrity. Four Pillars noted that Pearl Labs uses a blockchain-based on-chain workflow to transparently record the entire process from data creation to verification and settlement. The firm also pointed out that its Solana-based infrastructure has cut pipeline construction time by over 95%, processing 1.7 million tasks and 330 million data points during its beta phase. Additionally, the report praised the project for supplying high-difficulty AI training data through an expert-focused reputation system.