Feedback Loops and Reputation
How do we reward contribution instead of toxicity?
Toxic behavior is rewarded
What we measure becomes what we get.
Feeds reward outrage because outrage keeps people scrolling. Better feedback loops make helpful contribution legible and portable.
Why this matters
A careful explainer gets buried. A dunk goes viral. Over time, people learn that heat beats help, and communities hollow out.
- Toxicity incentives
- Gaming of likes
- Invisible stewardship
- Reputation that does not travel
Today's challenges
- Engagement metrics as reputation
- Brigading and review bombs
- Non-portable standing
- Punishment without due process
Why today's Web struggles
Platforms meter easy signals (clicks, dwell time). Meaningful contribution is harder to score, so incentives follow the cheap metrics.
Engagement beats contribution
Imagine instead
Reputation reflects stewardship, craft, and trustworthiness across communities, with context and contestability.
- Signals tied to real contribution
- Portable standing with local nuance
- Feedback that improves systems, not only posts
Reputation based on meaningful participation
Why this matters to everyone
- Moderators
Recognize care work that keeps spaces healthy.
- Creators
Build standing that is not just virality.
- Educators
Reward learning contribution over performative posting.
- Developers
Design anti-gaming reputation primitives.
Meta-Layer capabilities
- Reputation
- Trust Signals
- Community Governance
- Presence
- Civic Memory
Real-world examples
- Forums
Contribution-weighted reputation.
- Open source
Maintainer and reviewer standing.
- Civic platforms
Credit for substantive deliberation.
- Marketplaces
Context-rich seller and buyer trust.
Join the challenge
Choose how you'd like to contribute.