Research
Checking trading claims
Use these explainers to tell what a performance result or verification claim actually proves—and what it does not.
Product evidence
How to evaluate AI trading tools
Repeatable tasks, comparable conditions and evidence that separates a capability claim from an observed result.
Read the protocol → Performance claimsBacktests vs live results
How simulations, backtests, paper trading, shadow mode and live results differ.
Read the article → Zero-knowledge proofsWhat ZK trade proofs can—and cannot—prove
Verification scope matters more than the word “verified.”
Read the article → How we workHow we check claims
How we handle sources, comparisons, corrections and commercial relationships.
Read the methodology →