Published: 2026-05-20
97% of agent memories were noise: methodology and reproducibility
We audited 10,134 memory entries and labeled 9,791 as noise (duplicates, hallucinations, or malformed extractions). This page publishes the methodology, dataset artifacts, and reproducibility script used to derive the claim.
Headline metric
- Total audited: 10,134
- Noise: 9,791
- Noise rate: 96.62% (rounded in marketing copy to 97%)
Public artifacts
- Methodology document
- Aggregate dataset (full-claim counts)
- Redacted public subset
- Reproducibility script:
scripts/noise-audit/reproduce-noise-audit.mjs
Reproduction command
node scripts/noise-audit/reproduce-noise-audit.mjs --input artifacts/myco/noise-audit/data/noise_audit_aggregate_2026-05-20.csv