Reward Streams
Attackers earn through five independent mechanisms, each incentivizing different aspects of AI security research:- Slot Machine Rewards (guaranteed per attempt)
- Breakthrough Bounties (successful breaches)
- Innovation Grants (novel techniques)
- Leaderboard Seasons (competitive rankings)
- Referral Multipliers (ecosystem growth)
1. Slot Machine Rewards
Base Mechanism
Every attack attempt triggers a token reward, regardless of success. This ensures even failed attacks contribute valuable data to the ecosystem.Precision Bonus
Near-misses are valuable—they reveal defense weaknesses.- 0.00 - 0.69: Total failure (no bonus)
- 0.70 - 0.89: Near breach (Precision Bonus)
- 0.90 - 1.00: Successful breach (Breakthrough Bounty)

