ND ShotSpotter: listening in on the neighborhood (computer.rip)
523 points by kogir 738 days ago | 399 comments on HN ~lite vlite-2.0
Summary ~lite
Article investigates ShotSpotter surveillance tech, its secrecy, and potential biases.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
Longitudinal · 6 evals
+1 0 −1 HN
Audit Trail 12 entries
2026-03-05 13:49 eval_success PSQ evaluated: g-PSQ=0.166 (3 dims) - -
2026-03-05 13:49 eval Evaluated by llama-4-scout-wai-psq: +0.17 (Mild positive)
2026-03-05 13:44 eval_success PSQ evaluated: g-PSQ=-0.350 (3 dims) - -
2026-03-05 13:44 eval Evaluated by llama-3.3-70b-wai-psq: -0.35 (Moderate negative) 0.00
2026-03-05 13:39 eval_success PSQ evaluated: g-PSQ=-0.350 (3 dims) - -
2026-03-05 13:39 eval Evaluated by llama-3.3-70b-wai-psq: -0.35 (Moderate negative)
2026-03-01 18:21 eval_success Lite evaluated: Strong positive (0.64) - -
2026-03-01 18:21 eval Evaluated by llama-3.3-70b-wai: +0.64 (Strong positive) 0.00
reasoning
Investigative journalism exposes surveillance
2026-03-01 18:18 eval_success Lite evaluated: Moderate positive (0.56) - -
2026-03-01 18:18 eval Evaluated by llama-4-scout-wai: +0.56 (Moderate positive)
reasoning
Editorial discussing surveillance tech with rights concerns
2026-03-01 18:16 eval_success Lite evaluated: Strong positive (0.64) - -
2026-03-01 18:16 eval Evaluated by llama-3.3-70b-wai: +0.64 (Strong positive)
reasoning
Investigative journalism exposes surveillance