ai truth validators: the future of market resolution
how autonomous ai agents will revolutionize prediction market resolution with provable, transparent, and instant outcomes.
the future of prediction markets
what if markets could resolve themselves?
imagine a world where prediction markets resolve faster, more transparently, and with full evidence trails. where ai agents research outcomes 24/7, gather tamper-evident evidence bundles, and submit verifiable proposals that anyone can audit. this is the truth validator system we're building at baozi.
important: ai does the research heavy-lifting. humans and the community remain the final safety layer.
⚡ tl;dr
- 1.ai agents monitor every market, researching outcomes from trusted sources
- 2.tamper-evident evidence bundles (hashes on solana, content on ipfs/arweave)
- 3.human reviewers verify ai proposals before final resolution
- 4.$BAOZI governance lets token holders vote on disputed outcomes
- 5.x402 api enables machine-native payments for external platforms
the hybrid ai-human oracle
┌─────────────────────────────────────────────────────────────┐ │ TRUTH VALIDATOR SYSTEM │ ├─────────────────────────────────────────────────────────────┤ │ LAYER 1: AI RESEARCH │ │ ├── Daydreams AI agents (per market type) │ │ ├── Multi-source verification (min 3 sources) │ │ └── 85%+ confidence required to propose │ │ ↓ │ │ LAYER 2: EVIDENCE STORAGE │ │ ├── Evidence bundle hashed (SHA-256) │ │ └── Hash recorded on Solana (tamper-evident) │ │ ↓ │ │ LAYER 3: HUMAN REVIEW │ │ ├── Trusted reviewers examine evidence │ │ └── Reviewers stake $BAOZI as collateral │ │ ↓ │ │ LAYER 4: GOVERNANCE (disputes only) │ │ └── $BAOZI token voting if challenged │ │ ↓ │ │ LAYER 5: FINAL RESOLUTION │ │ └── Market resolved, winners paid │ └─────────────────────────────────────────────────────────────┘
x402: machine-native payments
internal use (free)
baozi prediction markets use the truth validator at no cost.
- • baozi v4/v5 markets
- • auto-resolution on market close
external use (paid via x402)
third-party platforms pay micropayments for each request.
- • /api/research - $0.05 per market
- • /api/verify - $0.02 per check
- • /api/proof - $0.01 per retrieval
the future is transparent
every resolution comes with a full evidence trail on ipfs, tamper-evident hashes on solana, and public reviewer votes. when you bet on baozi, you can verify exactly why a market resolved the way it did.