belief.capital
An AI-driven trading system across prediction markets, onchain rails, and eventually traditional venues. The public work asks which quantitative methods can transfer to markets that resolve once and vanish, and where the operational constraints make that impossible.
What is available now
belief.capital is a personal research project for builders and researchers evaluating market structure, data quality, execution risk, and agent-native trading infrastructure. The public offer is access to the project's research notes and a direct channel for corrections or relevant technical context.
As of August 15, 2026, the library contains 3 long-form research notes, 0 live trading strategies, and 0 outside investors. There is no paid plan, trial, advisory service, managed account, or quote to request; belief.capital is not accepting outside capital.
The initial research compares 7 candidate strategy branches, maps the venues an autonomous agent could use, and separates trading-bot products with documented evidence from products supported mainly by marketing claims. Each note links to its underlying sources so readers can check the work rather than rely on a summary.
Principles
Many small, uncorrelated edges
No single signal is expected to carry the book. The aim is a portfolio of small, independently-verified edges across markets, not one big correct call.
Obsessive data hygiene
Bad data produces confident, wrong backtests. Cleaning and validating data sources is treated as core work, not overhead.
Rigorous backtesting
Every strategy is tested against its actual constraints: fees, slippage, liquidity, resolution risk, before it touches real capital.
Capacity discipline
An edge that stops working once it's sized up is not an edge, it's a coincidence. Strategies are sized to what the market can actually absorb.
Where this actually stands
- -Trading Adam's own capital first. This is not a fund and is not raising outside money.
- -No code is live yet. This page exists ahead of the system, not the other way around.
- -Venues under consideration: Polymarket, Kalshi, onchain/crypto rails, and eventually traditional brokers.