Reputation Mining

Users earn DRK by improving Atomic AI.

Growth becomes self-funding when useful validation, bug reports, validation, and moderation create public proof and reward history.

Bug Reports

Find real defects.

Reward severity, reproducibility, impact, and clean evidence.

Feature Validation

Test new lanes.

Earn for device coverage, route validation, screenshots, and repeatable notes.

Claim Validation

Protect truth.

Validate public claims against evidence before they become marketing copy.

Moderation

Keep channels useful.

Score spam removal, risk escalation, support quality, and community helpfulness.

Reward railDRK reward policy stays evidence-gated before distribution.
Anti-abuseCAPPS reputation and duplicate-report checks gate mining.
Public profileUsers build visible trust history from useful contributions.