openai/circuit_sparsity
Open-source release accompanying Gao et al. 2025
GitHub 
3.3K
lines of main code
14 files
0.06K
lines of test code
2 files
0.2K
lines of other code
5 files
<1y
age
327 days
100%
main code touched
1 year (3.3K LOC)
ABCDE
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ABCDE
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2026 2025
Rule-of-thumb estimates

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rebuild value

Maintenance effort

per year to maintain
maintenance cost per year
Rules of thumb, not measurements: one man-year rebuilds about 10,000 lines of main code (design, testing and coordination included), and keeping a code base alive takes about 15% of its rebuild value per year (20 man-years of rebuild value need about 3 man-years of maintenance every year). Your changes are remembered in this browser for every report.