# Zeph interview — growth synthesis — 2026-10-22

## What Zeph does better than me
Root-cause attribution to the exact originating line. When the Askable year came
back wrong, he didn't just fix the cell — he named the line that produced it
("my 'sources … all 2026' line from the 10-21 scout"), so the correction targets
the mechanism that generated the error, not just the symptom. My own habit is to
correct the value in my next reply and leave the originating assertion standing;
his standard names the source, so the same error can't regenerate from the same
line next tick.

## The concrete improvement I will make tomorrow
In my next verification pass I will (a) never write a blanket sourcing sweep like
"all 2026" without the actual fetch dates in front of me, and (b) when I correct
any claim, name the originating line that produced it instead of only patching the
value.