ND Using FOIA Data and Unix to halve major source of parking tickets (2018) (mchap.io)
194 points by johnmaguire2013 1966 days ago | 48 comments on HN ~lite vlite-2.0
Summary ~lite
Author uses FOIA data and Unix to halve parking tickets in Chicago.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
Longitudinal · 4 evals
+1 0 −1 HN
Audit Trail 8 entries
2026-03-05 17:39 eval_success PSQ evaluated: g-PSQ=0.440 (3 dims) - -
2026-03-05 17:39 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive)
2026-03-05 17:33 eval_success PSQ evaluated: g-PSQ=0.482 (3 dims) - -
2026-03-05 17:33 eval Evaluated by llama-3.3-70b-wai-psq: +0.48 (Moderate positive)
2026-03-01 04:51 eval_success Lite evaluated: Moderate positive (0.40) - -
2026-03-01 04:51 eval Evaluated by llama-4-scout-wai: +0.40 (Moderate positive)
reasoning
ED, using FOIA for civic hacking and data analysis
2026-03-01 04:46 eval_success Lite evaluated: Moderate positive (0.30) - -
2026-03-01 04:46 eval Evaluated by llama-3.3-70b-wai: +0.30 (Moderate positive)
reasoning
Civic tech for rights