How we see
what's next.

One event. One evidence packet.

Each system receives the same saved NewsBabel Event evidence, forecasting instructions, horizons and schema. Source reporting is treated as untrusted claims, not instructions or independently verified facts.

Independent forecasts.

ARGUS, JANUS, PRISM, VECTOR, SENTINEL and ATLAS are presentation aliases for distinct third-party and/or Focal-operated AI model routes. Focal does not claim to have created third-party foundation models. Provider brands are masked to reduce brand bias. Routes may share one API gateway; different names do not independently prove model lineage.

Agreement is not certainty.

Successful agents carry equal weight. Similar outcomes can be grouped anonymously; counts, probabilities and outliers are calculated by application code. A Minority Report is a material analytical outlier, not necessarily a better prediction. If none is found, we say so.

Forecasts can be wrong.

These are probabilistic AI analyses, not verified intelligence, financial advice, or guaranteed outcomes. Missing evidence, reporting errors and changing circumstances can change any forecast.