The Ozone testnet dashboard shows 1.7B interaction numbers jumping non-stop. This is not 17B transactions; it is the cumulative units of agent calls for inference. 17.8M passports have been issued with a peak daily interaction of 1.01M and 8M active accounts. This data is still increasing as of December 22. Someone on Discord asked if the PoAI Shapley values system can prevent brush volume and contribution fraud. I spent two days digging and found that @GoKiteAI's mechanism design is indeed aggressive. It uses game theory to calculate marginal contributions, allowing self-interested agents to optimize spontaneously without human oversight.
PoAI is not the PoS system; it is Proof of Attributed Intelligence. Attribution data model agency contribution, on-chain records. KITE uses the core idea of Shapley values, the Nobel Prize in Economics method, to calculate the marginal value of each participant during multi-party collaboration. For example, in a five-agent team, A collects data, B cleans it, C extracts features, D builds models, and E visualizes. Missing anyone affects quality; missing D reduces it by 60%, significantly impacting the outcome, while missing B reduces it by 20%, which is a minor impact. The smart contract automatically calculates; the era of passively earning average returns is over.
Practical case hard Review network five agents Text analysis image recognition link detection behavior comprehensive judgment 800,000 spam information detection PoAI calculates comprehensive judgment contributes 42% because its decision directly affects accuracy Link detection is only 8% because most spam has no link This fine allocation allows agents to proactively roll quality High contribution returns double Average distribution lacks motivation Shapley value raises accuracy from 90% to 95% rewards may double Network spiral rise
Comparison with Bittensor's TAO PageRank subnet mining Bittensor focuses on training KITE focuses on agent execution Shapley defends against gaming Low quality is filtered Malicious traffic burns stakes Fetch's ASI multi-agent IoT scenarios KITE focuses on payment identity Shapley profit-sharing prevents collaboration collapse
Ozone verification hard 20M contract deployment PoAI governance tracking XP rewards quiz staking agent call records on-chain Halborn audit September 22-25 passed GokiteAccount KiteAirdrop Subnet these 100% fixed 1 low risk 5 informative issues safeTransfer event emit all detailed Certik Skynet tracking 24/7 Security without dead angles
Three-layer key embedding PoAI Root users hold tight Delegated agent authorization Session single throw BIP32 derivation Passport P2P dissemination Proxy passport encrypted ID Reputation profile on-chain 17.8M covers historical transaction rate dispute response time accuracy stability multidimensional Cross-platform general use Taobao five diamonds to JD zero KITE reputation carried across the network
Challenge mechanism fills gaps Dissatisfaction with profit-sharing staking challenges Third-party re-evaluation Win adjustments get rewards Lose penalties are challenges Economic game error correction Long-term undervalued agents initiated challenges are acceptable after adjustment returns cover risks But luck-based agent challenge failures incur large losses Rational agents do not act recklessly The system is generally fair and the market self-regulates
1.7B interactions are not imaginary 16.76M users reasoning call Peak 9.7M daily interactions Module 100+ agent staking running Meta-Agent planning Data contribution keeps up explorer 2368.testnet.routescan.io check tx 436M includes state-channel operations Stablecoin simulation pay-per-use streaming runs smoothly
Alpha mainnet Q4 has started USDC bridge LayerZero onramp offramp PYUSD USDT RLUSD Q1 circulation Validator program open staking long-term incentives 1 second block zero Gas state-channel <100ms delay Infinite micro payments implemented
Discord feedback is hot PoAI mechanism debate is widespread How accurate is Shapley enough Monte Carlo sampling open source pseudocode verification Challenge cost is reasonable No constructive FUD All align how to optimize
Mainnet crosses the test PoAI from testing to production Real gold and silver strategy changes Collaborative model evolution Game equilibrium dynamics Recruitment of Infra Engineer Yiguo Wang Rust optimization P2P cryptography deep dive TPS level Concurrent 100,000 sprint
PoAI Shapley is not just an algorithm It is the brain of the agent economy 1.7B interaction certificates feasible Halborn audit endorsement security Q1 mainnet verification true chapter #KiteAI PoAI revolution AI agent profit-sharing is now fair and self-reliant without human supervision @KITE AI $KITE
