Pipeline running

Stop the pipeline?

Every stage pauses before its next step and nothing is published. It's never the wrong call when something looks off.

Reports

Is the system getting better, is it earning, and where is everything right now?

Can readers tell our AI writing from the real writer?2 tests

A reviewer sees short excerpts and guesses who wrote each one. Here, about 50% is the goal — it means they're guessing. A high score means the AI version is easy to spot, so that voice isn't ready.

Warm voice
40 excerpts · labelled by Sara · closed 4 d ago
Not ready
72.5%
guessed correctly (29 of 40)
0%50% · guessing100%

Readers could tell the AI version apart — this voice isn't ready to scale.

Witty voice
41 excerpts · labelled by Sara · closed 7 d ago
Passes
51.2%
guessed correctly (21 of 41)
0%50% · guessing100%

Readers couldn't tell — the voice carried over.

Is each voice drifting?weekly

Distance from each writer's real style, week by week. A steady rise means the voice is slipping and an alarm goes to the quality owner.

Warm voice Alarm sent to Imran
0.000.751.5008-3109-1409-28
▾ Data table
DateWarm style distance
2026-08-310.95
2026-09-070.94
2026-09-140.97
2026-09-210.94
2026-09-280.97
Witty voice
0.000.751.5008-3109-1409-28
▾ Data table
DateWitty style distance
2026-08-310.95
2026-09-070.96
2026-09-140.95
2026-09-210.97
2026-09-280.98
Words the AI is overusing6 watched

How much more often a word appears than expected. Words well above normal are put forward for the banned list.

Word or phraseTimes more commonStatus
“delve”25.1×Put forward for ban
“showcasing”9.2×Put forward for ban
“underscores”9.1×Put forward for ban
“comprehensive”3.5×Watching
“crucial”3.2×Watching
“notably”3.0×Watching