Rethinking data labeling through a decentralized lens opens up an intriguing possibility. What if we eliminated the centralized intermediaries controlling the process? By anchoring attribution directly on-chain, we'd create transparent, immutable records of who labeled what and when. Then compensate the domain experts who do the actual work—pay them in crypto rather than funneling everything through traditional gatekeepers.

Here's where it gets interesting: performance consistency could be minted as soulbound tokens, creating verifiable credentials tied to individual contributors. This approach transforms how we validate expertise and build trust at scale.

Someone's already executed this playbook with precision. The result? Human-driven workflows suddenly become unstoppable. Quality gates shift from centralized approval to distributed verification, and incentives align with actual value creation.