Fact-checking tools return results that look like answers: a match, a rating, a timestamp. Each one answers a narrower question than it appears to. A reverse image search shows where a copy appears, a published check shows what an organization concluded, and a metadata field shows what a file...
An investigation can produce hundreds of search results and still leave the team without a clear answer. Findings sit across browser tabs, spreadsheets and screenshots, relationships are hard to compare, and another analyst cannot easily reconstruct how a conclusion was reached. The problem is rarely a shortage of information. It...
Anti-human trafficking work depends on information that arrives in fragments: a job listing with inconsistent details, a tip phoned to a hotline, a payment record that does not match any registered business. Investigators, NGO analysts and compliance teams rarely receive a finished picture. They receive signals, and what happens...
In January 2020, an image of Australia spread across social media, showing a continent dotted with bright orange, apparently a satellite photograph of a country on fire. It was actually a digital visualization of NASA fire-detection data, complete with a glow effect that a real satellite photograph would not...
During Hurricane Sandy, researchers mapped the sentiment of tweets posted from within the storm's path and found something a simple read-through would have missed: sentiment shifted measurably with distance from the hurricane's center, giving emergency responders a rough proxy for where distress was concentrated in...
In late 2001, Enron's collapse triggered a federal investigation that eventually put the company's internal email archive, more than half a million messages exchanged between employees over several years, into the public record. Read one email at a time, it was an unremarkable stream of corporate...
