DJINNEducation & Research
Research on Bittensor, dTAO, and decentralized AI economics. External educational resources on sports analytics and prediction markets.
TAO Valuation: Top-Down vs Bottom-Up
Interactive analysis examining Bittensor’s network valuation through two lenses: market-based (top-down) versus sum-of-components (bottom-up). Tracks weekly snapshots from dTAO’s launch in February 2025 through February 2026, with four interactive charts across 51 data points.
4 interactive charts · 51 weekly data pointsAMM-Implied Options on Bittensor Subnet Tokens
Examines how the dTAO constant-product AMM mechanism generates implicit option-like payoffs for subnet stakers, establishing formal connections between liquidity provision mechanics and options valuation theory.
Academic paper · PDFMarket Microstructure and Emission Policy in Decentralized Incentive Networks
A flow-based simulation of how Bittensor’s $1.2M/day emission policy across 128 subnets interacts with short selling. Shows signal smoothing and short-selling corrections are substitutes, not complements: a short-selling correction improves allocation accuracy by 16.5% under the price-proportional rule but degrades it by 11.5% under the flow-smoothed rule.
Academic paper · PDF · April 2026Analytics.Bet
Education platform for sports betting and prediction markets. Home of the Master of Sports Betting program with courses from world-class experts and professional bettors. Also offering a live AI in Sports Betting & Prediction Markets course.
Courses · Live & self-paced