Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-4-scout-17b-16e-instruct lite ND ND — 0.67 — —
@cf/meta/llama-4-scout-17b-16e-instruct lite +0.40 ND Moderate positive 0.80 0.00 Government Transparency
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite ND ND — 0.60 — —
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite +0.60 -0.20 Mild positive 0.90 0.69 Immigration Transparency
Section @cf/meta/llama-4-scout-17b-16e-instruct lite @cf/meta/llama-4-scout-17b-16e-instruct lite @cf/meta/llama-3.3-70b-instruct-fp8-fast lite @cf/meta/llama-3.3-70b-instruct-fp8-fast lite
Preamble ND ND ND ND
Article 1 ND ND ND ND
Article 2 ND ND ND ND
Article 3 ND ND ND ND
Article 4 ND ND ND ND
Article 5 ND ND ND ND
Article 6 ND ND ND ND
Article 7 ND ND ND ND
Article 8 ND ND ND ND
Article 9 ND ND ND ND
Article 10 ND ND ND ND
Article 11 ND ND ND ND
Article 12 ND ND ND ND
Article 13 ND ND ND ND
Article 14 ND ND ND ND
Article 15 ND ND ND ND
Article 16 ND ND ND ND
Article 17 ND ND ND ND
Article 18 ND ND ND ND
Article 19 ND ND ND ND
Article 20 ND ND ND ND
Article 21 ND ND ND ND
Article 22 ND ND ND ND
Article 23 ND ND ND ND
Article 24 ND ND ND ND
Article 25 ND ND ND ND
Article 26 ND ND ND ND
Article 27 ND ND ND ND
Article 28 ND ND ND ND
Article 29 ND ND ND ND
Article 30 ND ND ND ND
ND ICE/DHS gets hacked, all Contractors exposed (micahflee.github.io)
240 points by peq42 5 days ago | 47 comments on HN ~lite vlite-2.0
Summary ~lite
This page provides an interactive explorer for DHS contracts, with no clear threats or hostile language.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
Longitudinal 371 HN snapshots · 63 evals
+1 0 −1 HN
Audit Trail 83 entries
2026-03-13 23:31 eval_success PSQ evaluated: g-PSQ=0.480 (3 dims) - -
2026-03-13 23:31 eval Evaluated by llama-4-scout-wai-psq: +0.48 (Moderate positive) 0.00
2026-03-13 22:13 eval_success Lite evaluated: Moderate positive (0.40) - -
2026-03-13 22:13 eval Evaluated by llama-4-scout-wai: +0.40 (Moderate positive) 0.00
reasoning
The content provides a data-driven exploration of DHS contracts, exposing contractor information.
2026-03-13 22:13 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-13 21:20 eval_success PSQ evaluated: g-PSQ=0.480 (3 dims) - -
2026-03-13 21:20 eval Evaluated by llama-4-scout-wai-psq: +0.48 (Moderate positive) 0.00
2026-03-13 20:35 eval_success Lite evaluated: Moderate positive (0.40) - -
2026-03-13 20:35 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-13 20:35 eval Evaluated by llama-4-scout-wai: +0.40 (Moderate positive) 0.00
reasoning
The content provides a data-driven exploration of DHS contracts, exposing contractor information.
2026-03-13 19:32 eval_success PSQ evaluated: g-PSQ=0.480 (3 dims) - -
2026-03-13 19:32 eval Evaluated by llama-4-scout-wai-psq: +0.48 (Moderate positive) 0.00
2026-03-13 19:08 eval_success Lite evaluated: Moderate positive (0.40) - -
2026-03-13 19:08 eval Evaluated by llama-4-scout-wai: +0.40 (Moderate positive) 0.00
reasoning
The content provides a data-driven exploration of DHS contracts, exposing contractor information.
2026-03-13 19:08 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-13 18:16 eval_success PSQ evaluated: g-PSQ=0.480 (3 dims) - -
2026-03-13 18:16 eval Evaluated by llama-4-scout-wai-psq: +0.48 (Moderate positive) 0.00
2026-03-13 17:56 eval_success Lite evaluated: Moderate positive (0.40) - -
2026-03-13 17:56 eval Evaluated by llama-4-scout-wai: +0.40 (Moderate positive) 0.00
reasoning
The content provides a data-driven exploration of DHS contracts, exposing contractor information.
2026-03-13 17:56 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-13 16:41 eval_success PSQ evaluated: g-PSQ=0.480 (3 dims) - -
2026-03-13 16:41 eval Evaluated by llama-4-scout-wai-psq: +0.48 (Moderate positive) 0.00
2026-03-13 16:22 eval_success Lite evaluated: Moderate positive (0.40) - -
2026-03-13 16:22 eval Evaluated by llama-4-scout-wai: +0.40 (Moderate positive) 0.00
reasoning
The content provides a data-driven exploration of DHS contracts, exposing contractor information.
2026-03-13 16:22 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-13 00:36 eval_success PSQ evaluated: g-PSQ=0.267 (3 dims) - -
2026-03-13 00:36 eval Evaluated by llama-3.3-70b-wai-psq: +0.27 (Mild positive)
2026-03-13 00:32 eval_success Lite evaluated: Mild positive (0.20) - -
2026-03-13 00:32 eval Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive)
reasoning
Exposing ICE contracts
2026-03-12 23:00 eval_success PSQ evaluated: g-PSQ=0.480 (3 dims) - -
2026-03-12 23:00 eval Evaluated by llama-4-scout-wai-psq: +0.48 (Moderate positive) 0.00
2026-03-12 22:45 eval_success Lite evaluated: Moderate positive (0.40) - -
2026-03-12 22:45 eval Evaluated by llama-4-scout-wai: +0.40 (Moderate positive) 0.00
reasoning
The content provides a data-driven exploration of DHS contracts, exposing contractor information.
2026-03-12 22:45 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-12 21:31 eval Evaluated by llama-4-scout-wai-psq: +0.48 (Moderate positive) 0.00
2026-03-12 21:28 eval Evaluated by llama-4-scout-wai: +0.40 (Moderate positive) +0.40
reasoning
The content provides a data-driven exploration of DHS contracts, exposing contractor information.
2026-03-12 21:01 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
The content provides a data-driven exploration of DHS contracts, exposing contractor information.
2026-03-12 20:55 eval Evaluated by llama-4-scout-wai-psq: +0.48 (Moderate positive) 0.00
2026-03-12 19:57 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
The content provides a data-driven exploration of DHS contracts, exposing contractor information.
2026-03-12 19:41 eval Evaluated by llama-4-scout-wai-psq: +0.48 (Moderate positive) 0.00
2026-03-12 18:30 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) -0.40
reasoning
The content provides a data-driven exploration of DHS contracts, exposing contractor information.
2026-03-12 18:10 eval Evaluated by llama-4-scout-wai-psq: +0.48 (Moderate positive) 0.00
2026-03-12 17:01 eval Evaluated by llama-4-scout-wai: +0.40 (Moderate positive) 0.00
reasoning
The content provides a data-driven exploration of DHS contracts, exposing contractor information.
2026-03-12 16:40 eval Evaluated by llama-4-scout-wai-psq: +0.48 (Moderate positive) 0.00
2026-03-12 15:51 eval Evaluated by llama-4-scout-wai: +0.40 (Moderate positive) +0.40
reasoning
The content provides a data-driven exploration of DHS contracts, exposing contractor information.
2026-03-12 15:17 eval Evaluated by llama-4-scout-wai-psq: +0.48 (Moderate positive) 0.00
2026-03-12 14:21 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
The content provides a data-driven exploration of DHS contracts, exposing contractor information.
2026-03-12 13:56 eval Evaluated by llama-4-scout-wai-psq: +0.48 (Moderate positive) 0.00
2026-03-12 13:41 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
The content provides a data-driven exploration of DHS contracts, exposing contractor information.
2026-03-12 13:17 eval Evaluated by llama-4-scout-wai-psq: +0.48 (Moderate positive) 0.00
2026-03-12 13:00 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
The content provides a data-driven exploration of DHS contracts, exposing contractor information.
2026-03-12 12:40 eval Evaluated by llama-4-scout-wai-psq: +0.48 (Moderate positive) 0.00
2026-03-12 12:25 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) -0.40
reasoning
The content provides a data-driven exploration of DHS contracts, exposing contractor information.
2026-03-12 12:04 eval Evaluated by llama-4-scout-wai-psq: +0.48 (Moderate positive) 0.00
2026-03-12 11:56 eval Evaluated by llama-4-scout-wai: +0.40 (Moderate positive) +0.40
reasoning
The content provides a data-driven exploration of DHS contracts, exposing contractor information.
2026-03-12 11:42 eval Evaluated by llama-4-scout-wai-psq: +0.48 (Moderate positive) 0.00
2026-03-12 11:37 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
The content provides a data-driven exploration of DHS contracts, exposing contractor information.
2026-03-12 11:19 eval Evaluated by llama-4-scout-wai-psq: +0.48 (Moderate positive) 0.00
2026-03-12 11:15 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
The content provides a data-driven exploration of DHS contracts, exposing contractor information.
2026-03-12 10:41 eval Evaluated by llama-4-scout-wai-psq: +0.48 (Moderate positive) 0.00
2026-03-12 10:28 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
The content provides a data-driven exploration of DHS contracts, exposing contractor information.
2026-03-12 09:24 eval Evaluated by llama-4-scout-wai-psq: +0.48 (Moderate positive) 0.00
2026-03-12 09:17 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
The content provides a data-driven exploration of DHS contracts, exposing contractor information.
2026-03-12 08:45 eval Evaluated by llama-4-scout-wai-psq: +0.48 (Moderate positive) 0.00
2026-03-12 08:42 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) -0.40
reasoning
The content provides a data-driven exploration of DHS contracts, exposing contractor information.
2026-03-12 08:10 eval Evaluated by llama-4-scout-wai-psq: +0.48 (Moderate positive) 0.00
2026-03-12 08:06 eval Evaluated by llama-4-scout-wai: +0.40 (Moderate positive) +0.40
reasoning
The content provides a data-driven exploration of DHS contracts, exposing contractor information.
2026-03-12 07:35 eval Evaluated by llama-4-scout-wai-psq: +0.48 (Moderate positive) 0.00
2026-03-12 07:32 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) -0.40
reasoning
The content provides a data-driven exploration of DHS contracts, exposing contractor information.
2026-03-12 07:00 eval Evaluated by llama-4-scout-wai-psq: +0.48 (Moderate positive) 0.00
2026-03-12 06:57 eval Evaluated by llama-4-scout-wai: +0.40 (Moderate positive) +0.40
reasoning
The content provides a data-driven exploration of DHS contracts, exposing contractor information.
2026-03-12 06:25 eval Evaluated by llama-4-scout-wai-psq: +0.48 (Moderate positive) 0.00
2026-03-12 06:22 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
The content provides a data-driven exploration of DHS contracts, exposing contractor information.
2026-03-12 05:50 eval Evaluated by llama-4-scout-wai-psq: +0.48 (Moderate positive) 0.00
2026-03-12 05:47 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
The content provides a data-driven exploration of DHS contracts, exposing contractor information.
2026-03-12 05:15 eval Evaluated by llama-4-scout-wai-psq: +0.48 (Moderate positive) 0.00
2026-03-12 05:11 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
The content provides a data-driven exploration of DHS contracts, exposing contractor information.
2026-03-12 04:40 eval Evaluated by llama-4-scout-wai-psq: +0.48 (Moderate positive) 0.00
2026-03-12 04:36 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
The content provides a data-driven exploration of DHS contracts, exposing contractor information.
2026-03-12 04:04 eval Evaluated by llama-4-scout-wai-psq: +0.48 (Moderate positive) 0.00
2026-03-12 04:01 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
The content provides a data-driven exploration of DHS contracts, exposing contractor information.
2026-03-12 03:27 eval Evaluated by llama-4-scout-wai-psq: +0.48 (Moderate positive)
2026-03-12 03:24 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral)
reasoning
The content provides a data-driven exploration of DHS contracts, exposing contractor information.