Session with Larry Pang

Quality session. Blind-tested Threadline against the client's own copywriter on three news events — the marketing lead picked Michael's drafts twice and couldn't tell on the third. Remaining gap is consistency at volume; the voice-match scorer locks that down.

Agenda

1. Blind-test results: Threadline vs the client's copywriter
2. Remaining gaps before the approval dashboard goes live

Discussion

• Three news events, two drafts each (one Threadline, one human); marketing lead picked blind. Threadline won two; the third was a coin flip — she said both 'sounded like us'.
• Gap: at volume, roughly 1 in 8 drafts drifts off-voice. The scorer will auto-reject those before a human ever sees them.
• Michael raised thread pacing on longer announcements — we'll add the client's two best long threads to the sample set.

Action items

• [ ] Michael: finish voice-match scorer + eval cases
• [ ] Michael: stage the approval dashboard on Vercel preview
• [ ] Larry: schedule the dashboard walkthrough with the client for next session