The honest map of where the field is.

CrowLingo's position on every contested claim is in this pillar. We separate demonstrated capability from emerging evidence from science fiction. We publish the ethics floor and treat it as non-aspirational. We document the open-dataset plan even when the dataset isn't yet available.

And we tell the truth about the contribution surface in v0: email and a Google Form. The proper citizen-scientist upload pipeline lands in v3. If you have CC-BY recordings to share, the easiest path right now is the human one.

The four sub-pages below should be read together. They are short on purpose.