*This report was compiled by @igorsyl. I fetched the GitHub repository URLs for each Bittensor subnet, downloaded the latest default branch, and used Google's Gemini 1.5 Flash to analyze the codebases. The model was prompted to explain the incentivized task, validation, and mining mechanics for each subnet. Data is current as of April 23, 2025.
The motivation behind this project was to explore the depth, breadth, and diversity of incentivized compute within the Bittensor ecosystem, and to inspire the creation of new subnets by showcasing existing approaches to incentive design and validation.*
- Subnet 001: Incentivized large language model subnet for diverse text generation and reasoning tasks.
- Subnet 002: Omron: A decentralized AI subnet rewarding miners for fast, verifiable AI predictions using zero-knowledge proofs.
- Subnet 003: Decentralized large language model training incentivized by loss reduction and timely participation.
- Subnet 004: Targon incentivizes large language model miners for speed and accuracy through deterministic verification by validators.
- Subnet 005: Decentralized text embedding generation incentivized by contrastive learning loss evaluation.
- Subnet 006: Predicting future events via a peer-scored LLM-powered Bittensor subnet.
- Subnet 007: SubVortex: A decentralized Bittensor subnet incentivizing reliable and globally distributed subtensor node operation.
- Subnet 008: Decentralized proprietary trading network incentivizing high-return, low-drawdown trading signals.
- Subnet 009: Bittensor Subnet 9 incentivizes the continuous pretraining of foundation models on the Falcon Refined Web dataset via a competitive, validator-scored loss minimization mechanism.
- Subnet 010: Decentralized yield farming optimized through competitive miner algorithms rewarded for maximal returns.
- Subnet 011: Dippy SN11: Decentralized collaborative development of a state-of-the-art open-source roleplay LLM, rewarded based on community evaluation.
- Subnet 012: ComputeHorde: Decentralized, scalable GPU compute for trusted Bittensor subnet validation.
- Subnet 013: Decentralized data collection and storage subnet rewarding diverse, fresh, and desirable information.
- Subnet 015: De-Val: Decentralized, competitive evaluation of LLMs using a tiered reward system that incentivizes high-quality RAG pipelines.
- Subnet 016: BitAds.ai: Decentralized marketing rewarding miners for real sales, not clicks.
- Subnet 017: Decentralized 3D asset generation powered by text prompts and AI-based validation.
- Subnet 018: Decentralized environmental forecasting subnet using AI models to predict future temperatures, rewarding accurate predictions and penalizing invalid responses.
- Subnet 019: Decentralized AI inference subnet incentivizing volume, speed, and quality of LLM and image generation tasks.
- Subnet 020: BitAgent incentivizes large language model fine-tuning for accurate and efficient tool-call generation through a competitive Bittensor subnet.
- Subnet 021: Decentralized multimodal video understanding and captioning, incentivized by a multifaceted evaluation and reward system.
- Subnet 022: Desearch: Decentralized AI search delivering unbiased, verifiable results via a community-driven network of miners and validators.
- Subnet 023: NicheImage: A decentralized network for high-quality image generation incentivized by prompt-accurate, fast, and high-volume production.
- Subnet 024: Decentralized Multimodal Video Dataset Creation via Incentivized YouTube Scraping.
- Subnet 025: Decentralized protein folding powered by Bittensor, rewarding accurate and reproducible simulations.
- Subnet 026: Storb: A decentralized object storage subnet incentivized by validator-scored miner performance.
- Subnet 027: Rewarding community contributions to a decentralized GPU compute market through a bounty program.
- Subnet 029: Coldint: A Bittensor subnet incentivizing collaborative, distributed training of causal language models.
- Subnet 030: Bettensor: A Bittensor subnet incentivizing accurate sports predictions through a simulated wagering system.
- Subnet 031: Could not extract summary from
reports/report-031.txt. - Subnet 032: Decentralized AI text detection subnet rewarding accurate human vs. AI text classification.
- Subnet 033: ReadyAI uses AI-powered fractal mining to create a low-cost, high-quality structured data pipeline from raw conversational data, incentivized by validator-scored cosine similarity.
- Subnet 034: Decentralized deepfake detection network rewarding accurate AI-generated content classifiers.
- Subnet 035: LogicNet: A decentralized AI subnet incentivizing precise and efficient solutions to complex mathematical problems.
- Subnet 036: Autoppia's Bittensor subnet incentivizes the development of high-performing, adaptable web agents through a reward system based on task completion speed and accuracy.
- Subnet 037: The Finetuning subnet incentivizes continuous Large Language Model (LLM) fine-tuning through a winner-takes-all reward mechanism based on validator-evaluated performance on synthetic datasets.
- Subnet 038: Decentralized distributed training subnet incentivizes causal language model training via validator-scored cosine similarity and all-reduce participation.
- Subnet 039: EdgeMaxxing: Decentralized AI model optimization for consumer devices, rewarding speed and accuracy.
- Subnet 040: The Chunking Subnet incentivizes high-quality text segmentation by rewarding miners for creating semantically coherent and accurate document chunks.
- Subnet 041: Decentralized sports prediction market incentivizes accurate, high-confidence outcome probabilities with rewards based on closing edge.
- Subnet 042: Subnet 42 incentivizes miners to provide high-quality web and Twitter data using a scoring system based on performance metrics and blockchain-based weight adjustments.
- Subnet 043: Graphite: A decentralized AI network incentivizing the efficient solution of complex graph optimization problems via validator-evaluated rewards.
- Subnet 044: Score Vision: Decentralized soccer video analysis using AI for real-time game state recognition and efficient reward distribution.
- Subnet 045: Decentralized software engineering powered by AI, rewarding developers for effective code fixes.
- Subnet 046: NeuralAI: Decentralized 3D asset generation powered by validator-scored miner contributions.
- Subnet 047: Could not extract summary from
reports/report-047.txt. - Subnet 048: Decentralized real estate market prediction subnet rewarding accurate home price and sale date forecasts.
- Subnet 049: Polaris: A decentralized GPU compute marketplace incentivized by Bittensor's consensus-based TAO token rewards.
- Subnet 050: Decentralized synthetic cryptocurrency price forecasting using CRPS-incentivized probabilistic simulations.
- Subnet 051: Decentralized GPU rental marketplace leveraging Bittensor for secure, performance-based rewards.
- Subnet 052: Dojo: An open Bittensor subnet incentivizing high-quality data generation through a novel cosine-similarity based reward mechanism.
- Subnet 053: Efficient Frontier subnet rewards crypto trading strategies based on risk-adjusted returns, using SignalPlus data for transparent performance evaluation.
- Subnet 054: WebGenieAI: A Bittensor subnet generating functional websites from text and image prompts, incentivized by visual and code quality evaluations.
- Subnet 055: Predict Bitcoin's price for rewards using CoinMetrics data in a Bittensor subnet.
- Subnet 056: Gradients on Demand subnet incentivizes large-scale model fine-tuning through weighted rewards based on validator-evaluated performance.
- Subnet 057: Gaia incentivizes accurate predictions of geomagnetic disturbances and soil moisture using a multi-task scoring and weighted reward system.
- Subnet 058: Fine-tune and compete: Earn rewards by creating the world's best open-source empathetic roleplay speech model on Bittensor.
- Subnet 060: Bitsec incentivizes AI-powered miners to detect and report code vulnerabilities in smart contracts, rewarding accurate findings based on validator assessments.
- Subnet 061: RedTeam Subnet incentivizes secure code innovation through competitive challenges and a performance-based reward system.
- Subnet 062: Agentao: A decentralized autonomous software engineering marketplace incentivizing AI-powered code generation.
- Subnet 063: Earn Alpha tokens by executing profitable trades on the Bittensor chain, evaluated and rewarded by validators.
- Subnet 064: Chutes.ai: Deploy and run custom AI applications on a decentralized GPU network.
- Subnet 066: Decentralized fake news detection subnet rewarding miners for accurate probability assignments to news articles.
- Subnet 068: NOVA: Decentralized drug discovery accelerating therapeutic breakthroughs through global compute and PSICHIC-powered virtual screening.
- Subnet 070: Vericore: A Bittensor subnet for large-scale semantic fact-checking, incentivizing accurate and timely evidence retrieval.
- Subnet 075: The Hippius subnet facilitates decentralized file storage and computation, rewarding reliable miners based on validator performance evaluations and slashing malicious actors.
- Subnet 076: SafeScan: A Bittensor subnet incentivizing the development of accurate and efficient AI-powered melanoma detection models.
- Subnet 077: Could not extract summary from
reports/report-077.txt. - Subnet 080: Decentralized collaborative LLM training and evaluation incentivized by validator-scored model performance.
- Subnet 081: Decentralized data collection subnet for crypto security investigations, rewarding miners for building accurate and timely wallet relationship graphs.
- Subnet 084: Decentralized document understanding subnet incentivizing accurate AI model outputs via competitive reward distribution.
- Subnet 087: Decentralized AI-powered product review platform using a trustless consensus mechanism to incentivize accurate LLM-based trust score predictions.
- Subnet 088: A Bittensor subnet incentivizing simple integer computations to test network functionality and reward mechanisms.
- Subnet 089: A decentralized quantitative trading subnet rewarding profitable, risk-managed strategies.
- Subnet 090: Decentralized prediction market verification using a Bittensor subnet incentivizes accurate and well-supported truth assessments.
- Subnet 091: TensorProx: Decentralized DDoS protection through incentivized, AI-powered network traffic filtering.
- Subnet 094: Eastworld subnet: AI agents compete in simulated environments, earning rewards based on performance evaluated by external validators.