Leadpoeτ: Emissions tied to lead quality, validation iterating

Winning leads per request earn emissions under fulfillment mechanics. Team continues iterating validation for reliability and quality. A miner requested dashboard hints (first 10 words of evidence/snippet fields) to improve model performance without exposing full lead data, citing high API costs for local verification at scale.

• •Emissions awarded to leads winning each request
• •Validation refinement ongoing for reliability and quality
• •Miner proposed hint field on dashboard for model improvement