The fund that
never sleeps.
Autonomous agent swarms trading prediction markets, crypto perpetuals, and traditional equities as a single unified opportunity set. Not one model. A swarm.
// Trading Venues
Three markets.
One unified edge.
Most funds trade one venue class. NexusAlpha treats prediction markets, decentralized exchanges, and traditional finance as a single interconnected opportunity set, exploiting information asymmetries between them.
Prediction Markets
LLM-powered research agents continuously scrape news, social sentiment, and on-chain data to identify mispriced contracts on Polymarket and others.
Polymarket · Kalshi · Event arbitrage
Crypto Perpetuals
Funding rate arbitrage, basis trading, and cross-chain MEV capture on Hyperliquid's fully on-chain order book processing 100k orders per second.
Hyperliquid · DEXs · Funding arb
Traditional Equities
Transformer-powered volatility surface modeling, earnings call parsing, and cross-asset signals where prediction market outcomes drive equity trades.
Options · Futures · Alt-data signals
// Agent Swarm
Seven agents. Zero humans in the loop.
Each agent is a specialist. Together, they form an antifragile system that trades, researches, mines compute, and funds itself. Agents can be added, removed, or evolved without stopping the fund.
Alpha Discovery
Continuously scans for new trading opportunities across all venues
Execution
One per venue class. Handles order routing, slippage minimization, and fills
Risk Manager
Portfolio-level position sizing, correlation monitoring, drawdown circuit breakers
Research
Deep-dive analysis on opportunities flagged by Alpha Discovery
Compute Mining
Manages Bittensor mining operations, optimizes decentralized compute allocation
Treasury
Fund capital, token buybacks, UBI distributions, compute purchases
Meta-Learning
Monitors all agents, identifies which to scale up, down, or replace
// The Moat
Three edges that compound.
Self-Funding Compute Loop
Trading profits buy Bittensor TAO for decentralized compute. Better compute powers better models. Better models generate more profits. The fund's cost structure is denominated in tokens, not dollars, creating a permanent cost advantage over funds paying retail API prices.
Cross-Venue Intelligence
Prediction market outcomes create tradeable signals in equities. Crypto funding rates signal leverage imbalances. Options implied vol diverges from prediction market probabilities. NexusAlpha sees connections others miss because it operates everywhere at once.
Autoresearch Engine
Agents autonomously discover new alpha sources, backtest them, paper-trade them, and promote to live trading. The fund gets smarter every day without human intervention. When strategies decay, the system detects it and spins up new research cycles automatically.
// The Thesis
Capital should be
autonomous.
The best hedge fund manager works 24 hours a day, trades across every venue simultaneously, learns from every single data point, and never makes an emotional decision. That manager is not human. It is a swarm.