Human Signal Index
Documentation

Methodology

HSI methodology: evidence-first design, provenance, corrections, forecast accountability, and human review.

HSI is built around evidence and human judgment. It does not claim to detect truth, and it does not replace analysts.

Evidence methodology

Findings are grounded in evidence that links back to its source passage. Claims without traceable evidence are not treated as established.

Trust methodology

Source trust is recorded with an explanation. It reflects observed reliability over time, not a verdict on any single claim, and it is never a hidden score.

Forecast methodology

Forecasts are recorded before outcomes are known and evaluated against reality afterward, so accuracy and calibration can be measured rather than assumed.

Review methodology

Human reviewers evaluate signals, evidence, and findings. Review is required before publication.

Transparency methodology

Sources, evidence, corrections, and forecast outcomes are made visible so others can check the work. Corrections are tracked; nothing is quietly edited.