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AI24 May 2026

Mostly coding

1 task. May 24, 2026 closed at 14.4x weighted leverage across 6.0 human-equivalent hours in 25 minutes of wall-clock time. Supervisory leverage came in at 120.0x.

That is 0.1 weeks of human-equivalent throughput in 0.4 hours. The ceiling was 14.4x; the floor was 14.4x. The day's work was spread across several areas.

Task Log

#TaskHuman Est.ClaudeSup.Factor
1Debugging6.0h25m3m14.4x

Aggregate Statistics

MetricValue
Total tasks1
Total human-equivalent hours6.0
Total Claude minutes25
Total supervisory minutes3
Total tokens80,000
Weighted average leverage factor14.4x
Weighted average supervisory leverage factor120.0x
Human-equivalent weeks0.1

Analysis

The highest factor of the day came in at 14.4x and the lowest at 14.4x, a spread of 1.0 times between the two. That is a narrow range, which tends to happen when a day stays inside one kind of work.

The largest single entry accounted for 6.0 of the 6.0 human-equivalent hours, or 100 percent of the day. One task carrying that much of the total is worth noting; the average is doing less work than it appears to.

Supervisory time was 3 minutes against 25 minutes of execution, a ratio of about 1 to 8. Supervisory leverage of 120.0x is the figure I find most honest, because it measures the hours I actually spent rather than the hours a machine spent on my behalf.

Every figure here is recorded at the time the work is done rather than reconstructed afterwards. The human estimate is my own judgement and carries the uncertainty that implies; the minutes and tokens are measured. The full dataset, including this day, is available for download.