Truthring
Method · version history

What changed, and when

A detector that silently improves is indistinguishable from one that silently drifts. Every model version is recorded here with what changed and what it did to the measured rates — including the times a rate went down.

Why this page is load-bearing. Every verdict names the model version that produced it. If someone challenges a result from six months ago, this page is where they find out what that version was and how it differed from the current one. Nothing is edited out; corrections are appended.


[VERIFY: tr-x.y] — [VERIFY: date]

Current

[VERIFY: what changed, in plain language. New training data, a new generator signature, a threshold adjustment.]

  • Detection, clean audio: [VERIFY]% → [VERIFY]%
  • Detection, phone audio: [VERIFY]% → [VERIFY]%
  • False positive rate: [VERIFY]% → [VERIFY]%
  • Generators added: [VERIFY]

[VERIFY: if any rate got worse, say which and why you shipped anyway. That entry is the one that makes the whole page credible.]


[VERIFY: tr-x.y] — [VERIFY: date]

[VERIFY: repeat the block above for each prior version. Keep the oldest at the bottom. Never delete an entry.]


Corrections

Errors we published and then fixed, with the date of each. Kept separate from version notes so they cannot be lost among them.

DateWhat was wrongCorrection
[VERIFY][VERIFY][VERIFY]

Found something wrong on this site? corrections@aivoicedetctor.com — it gets published here with a date rather than fixed quietly.

Reviewed