Membership

Membership is earned across a matrix - not a single credential.

There’s no one hard gate, like a published book. Every applicant is scored against a weighted scorecard, so evidence stacks across paths. That’s how an experienced operator and a published academic qualify on equal footing.


The membership matrix

Four criteria, weighted. Every applicant answers to each one directly, with specific evidence - not a free-text pitch.

Published work
Book (ISBN), peer-reviewed papers, patents, or industry white papers.
30Weight
Operating experience
Verifiable years building or running AI products and teams; role history.
30Weight
Industry standing
Endorsement from two to three existing members; notable public reputation in an AI subfield.
20Weight
Public track record
Talks, articles, portfolio, professional history, media coverage.
20Weight

Weights are a working draft, recalibrated as real candidates are scored.

What we ask of members

2

Reviews per month

A minimum of two papers reviewed each month, ongoing, to remain active. Capacity is asked directly at invite stage - a distracted expert is worse for a fast-moving network than an available one.

5

Reviews to graduate

Five completed reviews move a member from invited, provisional standing to full membership. Standing is earned through review work, not granted at the door.

5-10

Invites in your domain

Each member may invite five to ten experts in their own field. Invited candidates are still screened against the matrix - an invitation opens the door, it doesn’t bypass the door.

The invite & attribution model

Connections are built only through invitation. Everyone a member invites becomes a visible, attributed part of that member’s network, and each member’s profile shows who brought them in - so the whole network reads as a traceable trust chain, not a flat directory.

That makes the invite meaningful. Inviters carry standing accountability for who they bring in: a pattern of low-quality or inactive invitees reflects on the inviter’s own reputation, not just the invitee’s. Vetting is upstream, at the gate - and the network keeps it honest.

See how papers are reviewed and certified →

Request an invite

The application maps directly to the four criteria above. It should read as a considered application - plain and formal, not a lead-gen form.

Request an invite

Invite-only · considered · reviewed