news, politics, and corporations feed you segmented data. we give you the full dataset—interactive, transparent, and explorable. so you can decide what makes sense.
news outlets show you one quarter's results, not the full timeline. politicians cite one study, not the contradicting research.
"record breaking." "unprecedented growth." "historic decline." what do these mean when you can't see the actual numbers?
statements are made across years. promises and outcomes are separated. contradictions go unnoticed.
we collect public statements, link them to outcomes, track contradictions, and present everything in one interactive dataset.
every public statement, promise, and prediction from the subject—timestamped and sourced.
actual outcomes, financial data, and verifiable results. no interpretation, just facts.
automated detection of conflicting statements and outcomes. severity-rated and categorized.
interactive timelines, relationship graphs, and explorable datasets. see the patterns yourself.
deep dives into public figures and companies where statements and reality diverge.
tracking claims across tesla, spacex, twitter, and neuralink against actual performance, timelines, and fundamentals.
we're building the framework to apply this methodology to any public figure or company. suggest subjects via our community.
we present data, you draw conclusions. every claim is sourced. every metric is verifiable.
live data pipeline. as we verify claims and detect contradictions, they appear instantly.
our contradiction detection, severity ratings, and categorization logic are transparent and documented.