Intelligence x Execution. Encrypted sports signals marketplace with verifiable performance.
Djinn (SN103) is a sports intelligence marketplace built on Bittensor, settling in USDC on Base chain. Analysts sell encrypted predictions with cryptographically verifiable track records. The protocol uses zero-knowledge proofs for auditing and Shamir Secret Sharing for signal privacy. Backed by Bitstarter incubator with a partnership with Tensora Group (TAO.com operators). The subnet demonstrates unusually high development velocity (87 commits/week, 4,500 lines/commit) and has expanded beyond sports with a web attestation spinoff product. This report evaluates the technical design, on-chain metrics, team signals, and risk profile.
Djinn is a decentralized marketplace that unbundles sports intelligence from execution. Analysts ("Geniuses") sell encrypted predictions to buyers ("Idiots"), with collateral-backed guarantees and ZK-verified track records. The platform is chain-agnostic from the user side: all transactions are in USDC on Base chain. Users never need TAO or Bittensor wallets.
The core innovation is permanent signal secrecy. No entity, including Djinn, can view signal content. Encryption keys are split via Shamir Secret Sharing across Bittensor validators. Track records are verified through zero-knowledge proofs that demonstrate performance without revealing individual picks.
The Djinn Protocol operates in four layers: a client-side browser application (open source on GitHub Pages), Base chain smart contracts for escrow and ZK verification, the Bittensor subnet for distributed validation, and a miner network for real-time sportsbook data verification.
Signal Lifecycle: Analysts create encrypted predictions with 9 decoy lines. The signal is committed on-chain before the game. Validators distribute key shares via Shamir Secret Sharing (7-of-10 threshold). Buyers pay USDC, validators release shares, and decryption happens locally.
Audit System: After 10 signals between a pair, a ZK proof is generated client-side to compute a Quality Score. Settlement happens on-chain: underperformance triggers damages from the analyst's collateral, capped at 100% of fees paid in USDC (excess becomes non-transferable platform credits).
TLSNotary Verification: Miners verify line availability at sportsbooks using TLSNotary proofs, creating cryptographic attestation of real sportsbook data without centralized oracles.
Djinn has launched debust.xyz, a web attestation service that creates timestamped proofs of web content. Use cases include insurance claims, intellectual property disputes, and content verification. This extends the core TLSNotary infrastructure beyond sports into a broader addressable market.
03As of 12 March 2026, Subnet 103 has 256 registered neurons. The validator set is concentrated, with the top 3 validators controlling approximately 83% of dividends. The owner hotkey (UID 0) captures 18% of emissions via the subnet owner allocation and holds ~95.8% of incentive, indicating the incentive mechanism is still in its early configuration phase.
The majority of miners (UIDs 12+) show identical incentive scores (~0.000168) and are distributed across a small number of coldkeys. Several coldkeys operate 5-10+ miners each, typical of infrastructure-scale mining operations. Most miners are inactive with high "updated" counters, suggesting they are waiting for the full incentive mechanism to launch.
04Twitter posts reference @pmaymin, @HarryDCrane, and @IMGpf as core team members. Community commentary describes the team as including PhD-level university statistics professors, which aligns with a protocol requiring deep expertise in probability theory, zero-knowledge cryptography, and sports analytics.
Bitstarter Incubator: Djinn completed the largest Bitstarter crowdfunding raise to date. Bitstarter provides ongoing development support and community infrastructure.
Tensora Group Partnership: Djinn partners with Tensora Group (operators of TAO.com) for incentive mechanism design and subnet optimization strategy.
Development Velocity: According to Taostats GitHub tracking, Djinn leads all Bittensor subnets in lines of code per commit (4,500) and averages 87 commits per week. This is unusually high shipping velocity for the ecosystem.
05Djinn targets the intersection of two markets: global sports betting (estimated $2-3T) and sports information services. By unbundling information from execution, it positions itself as an intelligence marketplace rather than a gambling platform, potentially offering clearer regulatory standing.
| Feature | Djinn (SN103) | Polymarket | Picks Platforms |
|---|---|---|---|
| Signal Privacy | ZK + Shamir (permanent) | Public bets | None |
| Track Record | ZK-verified on-chain | Public ledger | Self-reported |
| Accountability | Collateral + auto-audit | Market-based | None |
| Settlement | USDC (Base) | USDC (Polygon) | Fiat |
| KYC Required | No | Yes (recently) | Varies |
| Infrastructure | Fully decentralized | Centralized matching | Centralized |
| Risk Factor | Severity | Assessment |
|---|---|---|
| regulatory_risk | HIGH | Sports betting adjacent. Regulatory landscape varies by jurisdiction. The "information not execution" framing helps but is untested legally. Protocol claims agnosticism about what buyers do with signals. |
| market_adoption | MEDIUM | 507 X followers, ~79 posts. Early stage. The target user (professional sports analyst) is a niche audience. Debust expansion into web attestation broadens the funnel. |
| technical_complexity | MEDIUM | ZK proofs, Shamir Secret Sharing, TLSNotary, MPC computation, Base smart contracts, Bittensor validator integration. High surface area. However, GitHub velocity suggests active development and iteration. |
| validator_centralization | MEDIUM | Top 3 validators hold ~83% of dividends. Expected for early-stage subnets but a concern for long-term decentralization. |
| miner_diversity | MEDIUM | Most miners share a small number of coldkeys and show identical incentive scores. Suggests mining is currently centralized among a few operators. |
| smart_contract_risk | MEDIUM | Base chain contracts handle escrow, collateral, and ZK verification. Whitepaper mentions proxy upgrade patterns with timelocks. No public audit report found yet. |
| team_continuity | LOW | Academic team with Bitstarter backing and Tensora partnership. Shipping velocity is highest in the ecosystem. Strong signals of continued commitment. |
| token_economics | LOW | Revenue-backed model via 0.5% protocol fee on notional volume. Potential alpha token buybacks from real USDC revenue. Not purely emissions-dependent. |
Djinn represents one of the more technically ambitious Bittensor subnets. The combination of ZK proofs, encrypted signal markets, and real USDC revenue generation is differentiated. The primary risk is adoption: converting the academic rigor into a liquid marketplace with enough Geniuses and Idiots to sustain the flywheel.
Exceptionally high development velocity (leading all Bittensor subnets). Credible academic team. Genuine revenue model via protocol fees rather than pure emissions. Debust spinoff demonstrates ability to generalize core infrastructure. Fully decentralized architecture with no Djinn-operated servers. Bitstarter and Tensora ecosystem support.
Regulatory uncertainty around sports-adjacent information markets. Early-stage social presence (507 followers). Validator and miner centralization typical of new subnets. High technical complexity creates execution risk. No public smart contract audit reported. Competitive landscape with established prediction markets.
Djinn SN103 merits continued observation. The shipping velocity and technical depth are among the strongest in the Bittensor ecosystem. The protocol's revenue model (0.5% fee on notional volume) provides a path to sustainability independent of emissions. The Debust expansion suggests the team can identify and capture adjacent markets. Monitor for mainnet launch traction, first user cohort metrics, and audit completion.