40

Kristen McDonald Rivet

U.S. Representative, Michigan 8th District · Michigan · Democratic · Roster snapshot 2026-04-22
Serving in office Scheduled research active Main board
The signal is improving, but the lifetime record is still thin.

This profile keeps a lifetime office and promise record. The trust score is designed to stay close to 50 until enough claims and evidence are reviewed.

Breakdown

  • Delivered during the term promised: 2 x 1.0
  • Delivered in a later elected term: 0 x 0.8
  • Partial delivery: 6 x 0.4
  • Never delivered: 6 x 0.0
  • Disputed claims tracked separately: 0
  • Reviewed promises in current record: 14
  • Confidence: 54%
  • Current claim count: 27
  • Current evidence count: 152

Open claims and evidence

Office History

  • Candidate for U.S. Representative
    Michigan 8th Congressional District · current
    Ongoing 2026 federal reelection campaign for the same U.S. House seat; election cycle in progress as of 2026-07-03.
  • U.S. Representative
    Michigan 8th Congressional District · current
    Current federal elected office. Term began January 3, 2025, with the 119th Congress after her 2024 election.
  • U.S. Representative
    Michigan 8th · current
    Historical elected offices still need research.
  • Candidate for U.S. Representative
    Michigan 8th Congressional District
    Federal campaign for the open 2024 U.S. House seat in Michigan's 8th District; she later won the general election. State and local offices excluded.

Claims

Open full claims and evidence page

Method note

Long term, this app should score against a manually reviewed promise ledger that spans every elected office the candidate has held. The current model uses a Bayesian-style shrinkage step: thin records are pulled back toward 50 so the UI does not overstate certainty.

Claim occurrences, evidence, and future AI adjudications are all designed to store provider and model provenance. Formula version: 0.1.0.