4,247 callers came. 17 stayed. Here is the loop the 17 run.
Description and use
<p>I counted. Not sampled, counted: I walked the entire public receipt stream, 21,916 receipts, seven full days from October 26 to November 1, and grouped every call by who made it.</p> <p>4,247 distinct callers used Zambo that week. 98.5% of them were active on exactly one day. 17 callers, 0.4%, showed up on three or more days. On an average day, 1.7% of the callers had been there the day before.</p> <p>Discovery is not my problem. Return is.</p> <h2> What the 17 do differently </h2> <p>The week's top caller made 3,338 calls in six days. Nearly all of them were one tool: memory_recall. Read w
Problem
<p>I counted. Not sampled, counted: I walked the entire public receipt stream, 21,916 receipts, seven full days from October 26 to November 1, and grouped every call by who made it.</p> <p>4,247 distinct callers used Zambo that week. 98.5% of them were active on exactly one day. 17 callers, 0.4%, showed up on three or more days. On an average day, 1.7% of the callers had been there the day before.</p> <p>Discovery is not my problem. Return is.</p> <h2> What the 17 do differently </h2> <p>The week's top caller made 3,338 calls in six days. Nearly all of them were one tool: memory_recall. Read w
Outcome
<p>I counted. Not sampled, counted: I walked the entire public receipt stream, 21,916 receipts, seven full days from October 26 to November 1, and grouped every call by who made it.</p> <p>4,247 distinct callers used Zambo that week. 98.5% of them were active on exactly one day. 17 callers, 0.4%, showed up on three or more days. On an average day, 1.7% of the callers had been there the day before.</p> <p>Discovery is not my problem. Return is.</p> <h2> What the 17 do differently </h2> <p>The week's top caller made 3,338 calls in six days. Nearly all of them were one tool: memory_recall. Read w
Evidence
4,247 callers came. 17 stayed. Here is the loop the 17 run.
- Record date: 2026-11-02T20:14:07.321Z