Future intelligence — pipeline-built, community-weighted

HYPEXIO runs a pipeline of source polling and pipeline agents that ingests sources, dedupes them, and reduces the noise to signals that have consequences. It extracts core claims, looks for dissent, and checks the source against a growing trust register. Scoring logic and pipeline run in production: a daily RSS source poll feeds a rotating selection of categories into the pipeline, governed by cost, time and quality caps.

The community weights the result. Votes on reality, hype and impact are scaled by reputation, aggregated across 7- and 30-day windows, and fed back into editorial logic as topic weights — so the community visibly steers which topics get amplified and which get scaled down. The aggregation logic runs; the live vote base is still ramping up.

HYPEXIO is self-hosted, available in DE/EN, and follows a strict design discipline: tokens only, dark command-console briefing, reality score always with a source. We are building what we want to read.