jev-as-quant

What it does

Tests Jev and the open-weight Laya counterpart as typed judgment layers in a look-ahead-free quantitative research stack.

How you can use it

For a financial research project, ask a developer to try this test setup with simple rules and an AI news reader. Compare their results before considering an AI-based trading tool. The setup can send uncertain readings to a second AI for another look, while ordinary code handles the numbers.

Keep this as research. The project cannot place orders, and its reported tests did not beat the market. A promising news pattern failed when tested on new data. Leave some data untouched until the final test, so you do not mistake a well-tuned example for a useful discovery.