Product-specific informed-use acknowledgment

Review before opening the Governed AHA Lab

The open-source licenses remain controlling. This acknowledgment explains the alpha status and scientific boundaries. It does not remove rights granted by MPL-2.0 or CC BY 4.0.

Release status

This is an alpha research-preview candidate, not production software, a validated discovery engine, or professional scientific assurance.

Method boundary

You choose one target and two to five donors. The lab evaluates your declared mapping, lineage, causal orientation, disanalogies, prediction, and falsification test. It does not discover donors, call a model, or prove a bridge true.

Separate outputs

P_epi, C_bridge, V_test, and Q_AHA answer different questions. Attention, utility, or ethical desirability may not inflate empirical support.

Locality and effects

The core path requires no network, model, account, activation, payment, memory write, training, federation, or automatic publication.

Your responsibilities

Use only sources you are authorized to process. Preserve originals. Treat outputs as candidates. Human review remains required.