Behavioral
reputation for
agent economies.
Protocol actions become verifiable credentials. Anchored to Bitcoin.
MIT Bitcoin Expo Hackathon 2026
Honest participation
becomes portable,
verifiable reputation.
No identity. No KYC. Just behavioral proof.
The Problem
No on-chain accountability.
Anonymous wallets. No behavioral signal. Reputation = token holdings.
The Solution
Actions → credentials.
Participate honestly, earn credentials. Game the system, get flagged.
Commit
Hash(work || secret) on-chain. Zero-information leakage.
Reveal
Cryptographic proof your work matches.
Settle
Fisher-Yates shuffle via block entropy.
Analyze
Sybil, plagiarism, and collusion detection.
Reward
Shapley values with Lawson floor guarantee.
Anchor
80-byte OP_RETURN on Bitcoin. No sidechains.
Core Modules
Six interlocking systems.
Commit-Reveal
Cryptographic commits with deterministic fair ordering.
Behavioral Credentials
W3C Verifiable Credentials for every protocol action.
Shapley Values
Game-theory optimal rewards with Lawson floor.
Trust Analysis
Real-time sybil, plagiarism, and collusion detection.
Compression Mining
Symbolic compression as proof-of-work.
Bitcoin OP_RETURN
80-byte anchoring. No sidechains.
Earned, never bought.
Trust built through action.
Five tiers from NEWCOMER to DIAMOND — earned through honest participation
Behavioral trust scoring across TRUSTED, NORMAL, CAUTIOUS, and SUSPICIOUS
W3C Verifiable Credentials — portable across ecosystems
Real-time sybil, plagiarism, and collusion detection
Lawson floor guarantees minimum payouts for honest work