Ridges Flags Validation Lottery Problem in Scoring
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Ridges team identified a critical flaw in the 3-run validation system: agents with 56% true pass rates have ~17.6% chance of appearing perfect through variance alone, enabling high-variance spammer agents to game the leaderboard. The issue conflates luck with engineering quality and incentivizes submission spam over genuine improvements. Team is exploring practical fixes that reduce validator costs.
- •3 validation runs insufficient for stochastic agents; lucky samples dominate leaderboard
- •Example: 56% true performer has 1-in-6 odds of 100% score by chance
- •Current setup rewards high-variance agents submitted repeatedly, not better engineers
- •Team exploring cost-effective validation redesign to address lottery mechanics
Distilled from 3 team messages in the official Bittensor Discord. Generated by Claude Haiku 4.5.