Before it becomes obvious.
Information de-spun, propagation made visible, a calibrated future β explained to anyone, provable to anyone.
The problem
Data and alerts are not decisions. Traditional platforms are expensive and opaque: they hand you bare numbers, don't understand what moves what, don't separate signal from propaganda, and nobody knows why they should trust them.
What ANTESIGNA does
De-spins
De-spin and truth-anchoring: every claim weighted for originality, credibility and coordination. Salience is not truth.
Shows propagation
A navigable network: origin, brokers, injected perturbations, narrative R0. Click and see who/how/how much.
Forecasts with honest uncertainty
Probabilities with explicit uncertainty (credal interval, NATO confidence class) and a verifiable track record: we measure whether, when we say 70%, the event happens about 7 times out of 10 β and we publish the calibration as forecasts resolve.
Models reality
An explicit world model: multi-scale causal hierarchy and actor models (escalation ladder, talk-deny-repeat).
Why it's different
| Traditional platforms | ANTESIGNA | |
|---|---|---|
| Interpretation | Dashboards of bare numbers | Self-narrated, dual register (Manager / Expert) |
| Provenance | Binary or absent source rating | Navigable graph, no double counting |
| Forecasting | Point estimate without uncertainty | Credal, with a track record verifiable over time |
| Propaganda | Not measured | De-spin + truth-anchoring before the predictors |
| Trust | βTrust usβ | Evidence chain + audit, copyright-safe |