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AI01 April 2026

Mostly audit and review

1 task. April 1, 2026 closed at 15.0x weighted leverage across 1.0 human-equivalent hours in 4 minutes of wall-clock time. Supervisory leverage came in at 60.0x.

That is 0.0 weeks of human-equivalent throughput in 0.1 hours. The ceiling was 15.0x; the floor was 15.0x. The day's work was spread across several areas.

Task Log

#TaskHuman Est.ClaudeSup.Factor
1Fix 2 empty lessons from content audit (GCP PCDOE + AWS MLA) — regenerate ~9.7K chars each1.0h4m1m15.0x

Aggregate Statistics

MetricValue
Total tasks1
Total human-equivalent hours1.0
Total Claude minutes4
Total supervisory minutes1
Total tokens28,000
Weighted average leverage factor15.0x
Weighted average supervisory leverage factor60.0x
Human-equivalent weeks0.0

Analysis

The highest factor of the day came in at 15.0x and the lowest at 15.0x, 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 1.0 of the 1.0 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 1 minutes against 4 minutes of execution, a ratio of about 1 to 4. Supervisory leverage of 60.0x 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.