SHIRO & Co.

Visible World Audit

Observatory

Visible World Audit

See what your algorithm chooses to make visible.

  1. Signal
  2. Ranking
  3. Exposure
  4. Behavior
  5. Next Exposure

Active experiments

OBSERVED

This observatory records exposure, ranking, and subsequent observed change. It does not guess hidden scores.

INFERENCE

Later reports may note that ranking changed after an observed action. That is not a causal finding.

UNKNOWN

Internal ranking logic and exact weighting remain unknown unless the target system states them.

NOT ESTABLISHED

A sequence or correlation may have been observed, but causality has not been demonstrated.