57
Laura Friedman
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: 5 x 1.0
- Delivered in a later elected term: 0 x 0.8
- Partial delivery: 4 x 0.4
- Never delivered: 1 x 0.0
- Disputed claims tracked separately: 0
- Reviewed promises in current record: 10
- Confidence: 45%
- Current claim count: 11
- Current evidence count: 50
Office History
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U.S. Representative
California 30th · current
Historical elected offices still need research.
- Will hold the FCC accountable with hearings, subpoenas, and legislation if Democrats take back the majority.
- Will advance the Next Gen Road Safety Act to give law enforcement modern tools to de-escalate high-speed pursuits.
- Will continue to fight to bring federal tax dollars home to invest in community infrastructure.
- Will help lead the RELIEF Act to provide automatic refunds to small businesses for illegal tariff taxes.
- Will support California Attorney General Rob Bonta's independent, thorough review of the proposed Paramount-Skydance acquisition of Warner Bros. Discovery and urge scrutiny of its effects on workers and consumers.
- Will support the San Vicente-Fairfax alignment for the Metro K Line Northern Extension.
- Will demand unredacted versions of the Epstein files be made available for Congressional review and request an explanation for the redactions.
- Will fight for a federal production tax credit to support American film and television jobs.
- Will keep fighting to pass the No Masks for ICE Act, end legal immunity for ICE agents, and require warrants for arrests and searches.
- Will continue to hold the line and drive back future attacks on the lives and rights of LGBTQ Angelenos.
- Will work to lower housing costs by cutting red tape, building more homes, protecting tenants, delivering relief, and expanding families' ability to purchase a home.
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.