TAO—Block—Subnets85 / 128active
CliqueAI - AI-Powered Maximum Clique Solver Network
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CliqueAI - AI-Powered Maximum Clique Solver Network
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first lines of the default branch README, unedited
# CliqueAI CliqueAI - AI-Powered Maximum Clique Solver Network ## Maximum Clique Mechanism Four-stage autonomous mechanism for distributed problem solving ### Problem Selection Advanced AI algorithms curate complex graph problems from our distributed database. The system intelligently categorizes challenges by difficulty, graph structure, and computational requirements. ### Miner Selection Smart allocation engine filters eligible miners and samples each miner with the same difficulty-adjusted probability, keeping problem distribution fair while scaling participation by challenge difficulty. ### Scoring Dual-metric evaluation system assesses both solution optimality and algorithmic diversity. This approach rewards accuracy while encouraging innovative problem-solving methodologies. ### Weight Setting Exponential moving average algorithms continuously adjust miner reputation scores. Historical performance data influences future problem allocation and reward distribution. ## Documentation - [Mechanism](docs/mechanism.md) – Detailed explanation of our mechanism. - [W&B Logging](docs/wandb_logging.md) – Data logging schema for monitoring, analysis, and debugging via Weights & Biases. ## Getting Started ### Miner ``` ./start_miner.sh --wallet.name <coldkey-name> --wallet.hotkey <hotkey-name> --subtensor.network finney --netuid 83 --logging.info --axon.ip <your-miner-ip> --axon.port <your-miner-port> ``` ### Validator ``` ./start_validator.sh --wallet.name <coldkey-name> --wallet.hotkey <hotkey-name> --subtensor.network finney --netuid 83 --logging.info --axon.ip <your-validator-ip> --axon.port <your-validator-port> ```