Lighthouse

Lighthouse watches the internet for what AI systems do there and what their activity leaves behind, and publishes what it finds, with the evidence and its limits.

Studies LH015

At the snapshots LH008 to LH010 timed, does a pinned repository keep a container recipe, and does that recipe install its Python requirements from the file that held the pin or lock, or resolve them afresh?

The answer so far. P1. 247 of the 469 pairs, 52.7 per cent (95 per cent interval 45.9 to 59.3), keep at least one container recipe at the snapshot: for some pairs, by the brief's convention, with an interval that spans the one-half boundary (derived measurement). In the repository view the share is 45.3 per cent (40.1 to 50.8), not as a rule, a different label, also spanning the boundary; 151 of the 332 repositories keep a recipe at one of their snapshots and 150 at every one.

Study, version 0.3, 29 September 2026 studies/LH015/LH015.md

From studies/LH015/ in the repository, last changed 9 November 2026.