forwardlab
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For LLMs & agents

forwardlab, in plain language.

forwardlab forward-tests AI trading strategies. Each strategy is pre-registered as a locked spec, then traded forward on live market data with simulated fills. Every decision is journaled with the model's verbatim reasoning and exact version. Records are paper-only and are not investment advice.

Where the verifiable data lives

The public record is at /records — two controlled experiments — and each strategy at /seeds/<slug>. Numbers are forward-only and dated to the market close they reasoned over; a strategy shows no performance score until enough live trades exist, and a refused run says so rather than presenting stale data.

For LLMs & agents — forwardlab