Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-4-scout-17b-16e-instruct lite ND ND — 0.83 — —
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite ND ND — 0.73 — —
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite +0.60 +0.20 Moderate positive 0.90 0.49 Surveillance and privacy
@cf/meta/llama-4-scout-17b-16e-instruct lite +0.56 +0.20 Moderate positive 0.90 0.45 Surveillance Privacy
Section @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 @cf/meta/llama-4-scout-17b-16e-instruct 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 CBP Tapped into the Online Advertising Ecosystem to Track Peoples' Movements (www.404media.co)
38 points by ece 19 hours ago | 2 comments on HN ~lite vlite-2.0
Summary ~lite
CBP used online ad data to track people's movements, sparking privacy concerns.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
Longitudinal 114 HN snapshots · 39 evals
+1 0 −1 HN
Audit Trail 59 entries
2026-03-05 05:09 eval_success PSQ evaluated: g-PSQ=0.210 (3 dims) - -
2026-03-05 05:09 eval Evaluated by llama-4-scout-wai-psq: +0.21 (Mild positive)
2026-03-05 05:04 eval_success PSQ evaluated: g-PSQ=0.096 (3 dims) - -
2026-03-05 05:04 eval Evaluated by llama-3.3-70b-wai-psq: +0.10 (Neutral)
2026-03-05 03:55 eval_success Lite evaluated: Moderate positive (0.44) - -
2026-03-05 03:55 eval Evaluated by llama-3.3-70b-wai: +0.44 (Moderate positive) 0.00
reasoning
Investigative journalism on surveillance
2026-03-05 03:30 eval_success Lite evaluated: Moderate positive (0.42) - -
2026-03-05 03:30 eval Evaluated by llama-4-scout-wai: +0.42 (Moderate positive) 0.00
reasoning
Investigative journalism on CBP's use of online ad data for surveillance, implicating privacy rights.
2026-03-05 03:30 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-05 03:09 eval_success Lite evaluated: Moderate positive (0.44) - -
2026-03-05 03:09 eval Evaluated by llama-3.3-70b-wai: +0.44 (Moderate positive) 0.00
reasoning
Investigative journalism on surveillance
2026-03-05 02:49 eval_success Lite evaluated: Moderate positive (0.42) - -
2026-03-05 02:49 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-05 02:49 eval Evaluated by llama-4-scout-wai: +0.42 (Moderate positive) 0.00
reasoning
Investigative journalism on CBP's use of online ad data for surveillance, implicating privacy rights.
2026-03-05 02:27 eval_success Lite evaluated: Moderate positive (0.44) - -
2026-03-05 02:27 eval Evaluated by llama-3.3-70b-wai: +0.44 (Moderate positive) 0.00
reasoning
Investigative journalism on surveillance
2026-03-05 02:10 eval_success Lite evaluated: Moderate positive (0.42) - -
2026-03-05 02:10 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-05 02:10 eval Evaluated by llama-4-scout-wai: +0.42 (Moderate positive) 0.00
reasoning
Investigative journalism on CBP's use of online ad data for surveillance, implicating privacy rights.
2026-03-05 01:55 eval_success Lite evaluated: Moderate positive (0.44) - -
2026-03-05 01:55 eval Evaluated by llama-3.3-70b-wai: +0.44 (Moderate positive) 0.00
reasoning
Investigative journalism on surveillance
2026-03-05 01:31 eval_success Lite evaluated: Moderate positive (0.42) - -
2026-03-05 01:31 eval Evaluated by llama-4-scout-wai: +0.42 (Moderate positive) 0.00
reasoning
Investigative journalism on CBP's use of online ad data for surveillance, implicating privacy rights.
2026-03-05 01:31 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-05 01:15 eval_success Lite evaluated: Moderate positive (0.44) - -
2026-03-05 01:15 eval Evaluated by llama-3.3-70b-wai: +0.44 (Moderate positive) 0.00
reasoning
Investigative journalism on surveillance
2026-03-05 00:55 eval_success Lite evaluated: Moderate positive (0.42) - -
2026-03-05 00:55 eval Evaluated by llama-4-scout-wai: +0.42 (Moderate positive) 0.00
reasoning
Investigative journalism on CBP's use of online ad data for surveillance, implicating privacy rights.
2026-03-05 00:55 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-05 00:40 eval_success Lite evaluated: Moderate positive (0.44) - -
2026-03-05 00:40 eval Evaluated by llama-3.3-70b-wai: +0.44 (Moderate positive) 0.00
reasoning
Investigative journalism on surveillance
2026-03-05 00:35 eval_success Lite evaluated: Moderate positive (0.44) - -
2026-03-05 00:35 eval Evaluated by llama-3.3-70b-wai: +0.44 (Moderate positive) 0.00
reasoning
Investigative journalism on surveillance
2026-03-05 00:12 eval_success Lite evaluated: Moderate positive (0.42) - -
2026-03-05 00:12 eval Evaluated by llama-4-scout-wai: +0.42 (Moderate positive) 0.00
reasoning
Investigative journalism on CBP's use of online ad data for surveillance, implicating privacy rights.
2026-03-04 23:55 eval Evaluated by llama-3.3-70b-wai: +0.44 (Moderate positive) 0.00
reasoning
Investigative journalism on surveillance
2026-03-04 23:34 eval Evaluated by llama-4-scout-wai: +0.42 (Moderate positive) 0.00
reasoning
Investigative journalism on CBP's use of online ad data for surveillance, implicating privacy rights.
2026-03-04 23:20 eval Evaluated by llama-3.3-70b-wai: +0.44 (Moderate positive) 0.00
reasoning
Investigative journalism on surveillance
2026-03-04 22:53 eval Evaluated by llama-4-scout-wai: +0.42 (Moderate positive) 0.00
reasoning
Investigative journalism on CBP's use of online ad data for surveillance, implicating privacy rights.
2026-03-04 22:39 eval Evaluated by llama-3.3-70b-wai: +0.44 (Moderate positive) 0.00
reasoning
Investigative journalism on surveillance
2026-03-04 22:33 eval Evaluated by llama-3.3-70b-wai: +0.44 (Moderate positive) 0.00
reasoning
Investigative journalism on surveillance
2026-03-04 22:09 eval Evaluated by llama-4-scout-wai: +0.42 (Moderate positive) 0.00
reasoning
Investigative journalism on CBP's use of online ad data for surveillance, implicating privacy rights.
2026-03-04 21:57 eval Evaluated by llama-3.3-70b-wai: +0.44 (Moderate positive) 0.00
reasoning
Investigative journalism on surveillance
2026-03-04 21:37 eval Evaluated by llama-4-scout-wai: +0.42 (Moderate positive) 0.00
reasoning
Investigative journalism on CBP's use of online ad data for surveillance, implicating privacy rights.
2026-03-04 21:22 eval Evaluated by llama-3.3-70b-wai: +0.44 (Moderate positive) 0.00
reasoning
Investigative journalism on surveillance
2026-03-04 20:52 eval Evaluated by llama-4-scout-wai: +0.42 (Moderate positive) 0.00
reasoning
Investigative journalism on CBP's use of online ad data for surveillance, implicating privacy rights.
2026-03-04 20:48 eval Evaluated by llama-4-scout-wai: +0.42 (Moderate positive) 0.00
reasoning
Investigative journalism on CBP's use of online ad data for surveillance, implicating privacy rights.
2026-03-04 20:40 eval Evaluated by llama-3.3-70b-wai: +0.44 (Moderate positive) 0.00
reasoning
Investigative journalism on surveillance
2026-03-04 20:13 eval Evaluated by llama-4-scout-wai: +0.42 (Moderate positive) 0.00
reasoning
Investigative journalism on CBP's use of online ad data for surveillance, implicating privacy rights.
2026-03-04 20:08 eval Evaluated by llama-4-scout-wai: +0.42 (Moderate positive) 0.00
reasoning
Investigative journalism on CBP's use of online ad data for surveillance, implicating privacy rights.
2026-03-04 20:07 eval Evaluated by llama-3.3-70b-wai: +0.44 (Moderate positive) 0.00
reasoning
Investigative journalism on surveillance
2026-03-04 19:15 eval Evaluated by llama-3.3-70b-wai: +0.44 (Moderate positive) 0.00
reasoning
Investigative journalism on surveillance
2026-03-04 19:15 eval Evaluated by llama-4-scout-wai: +0.42 (Moderate positive) 0.00
reasoning
Investigative journalism on CBP's use of online ad data for surveillance, implicating privacy rights.
2026-03-04 19:10 eval Evaluated by llama-4-scout-wai: +0.42 (Moderate positive) 0.00
reasoning
Investigative journalism on CBP's use of online ad data for surveillance, implicating privacy rights.
2026-03-04 18:14 eval Evaluated by llama-3.3-70b-wai: +0.44 (Moderate positive) 0.00
reasoning
Investigative journalism on surveillance
2026-03-04 18:09 eval Evaluated by llama-4-scout-wai: +0.42 (Moderate positive) 0.00
reasoning
Investigative journalism on CBP's use of online ad data for surveillance, implicating privacy rights.
2026-03-04 16:46 eval Evaluated by llama-3.3-70b-wai: +0.44 (Moderate positive) 0.00
reasoning
Investigative journalism on surveillance
2026-03-04 16:41 eval Evaluated by llama-4-scout-wai: +0.42 (Moderate positive)
reasoning
Investigative journalism on CBP's use of online ad data for surveillance, implicating privacy rights.
2026-03-04 16:40 eval Evaluated by llama-3.3-70b-wai: +0.44 (Moderate positive)
reasoning
Investigative journalism on surveillance