← Atlas/Sheet 03/AI Agents · Responsible AI

FairGuard

Agentic investigative journalism — mapping federal revolving doors

Role

Sole engineer · Challenge entry

Timeline

2026

Year

2026

Category

AI Agents · Responsible AI

Interactive demo— simulated, runs in your browser

Survey notes

A set of reusable Agent Skills for investigative journalism, built with Claude Code for the Northwestern GAIN (Agentic AI in Newsrooms) Challenge — plus the findings they produced on a corpus of 1M+ federal lobbying records and congressional press releases (2022–Q1 2026). The anchor finding: the Artemis Group, a lobbying firm founded by former NASA Administrator Jim Bridenstine, directs 39% of its filings at NASA and is staffed by four former Bridenstine officials. The structural finding: a ranked list of comparable revolving-door patterns across 23 federal agencies.

Notable terrain

  • 01Reusable Agent Skills for investigative workflows — entity resolution, revolving-door detection, and claim extraction
  • 02Corpus of 1M+ federal lobbying records and congressional press releases (2022–Q1 2026)
  • 03Anchor finding: Artemis Group directs 39% of filings at NASA, staffed by four former Bridenstine officials
  • 04Ranked map of comparable revolving-door patterns across 23 federal agencies
  • 05Built end-to-end with Claude Code — skills are portable to any newsroom corpus

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