Declared inputs
Every number names its inputs and its information cutoff, so you can see what it rests on and when that was true.
What MP AI is tracking now
The Commons is the shared public research that every client’s work builds on: maintained questions, indices and editions, each with its evidence and its record.
How a number is made and scored
Competing explanations kept
Where the evidence supports more than one reading, both are kept, and a Minority Report says what would make the other one right.
Scored when the world answers
Each question is scored when it resolves. The public ledger opened in September 2026; the calibration curve publishes at 30 resolved questions.
Clear access before a deeper commitment.
Public reading
A curated, permitted subset. Read the released edition and its permitted evidence without creating client assets.
Maintained research
Defined coverage, updates, histories and delivery rights are agreed through Investment Intelligence.
Your private decisions
Company exposure, confidential evidence and private theses belong in an authorised engagement. They do not become Commons content by default.
Read the evidence behind every number
The driver decomposition, the update ledger and the evidence trail for each question.