Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-4-scout-17b-16e-instruct lite ND ND — 0.80 — —
@cf/meta/llama-4-scout-17b-16e-instruct lite +0.10 -0.64 Mild negative 0.80 0.69 Environmental Impact
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite ND ND — 0.50 — —
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite +0.20 -0.64 Mild negative 0.80 0.73 Environmental impact
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 A data center opened next door. Then came the high-pitched whine (www.politico.com)
95 points by 1vuio0pswjnm7 10 days ago | 103 comments on HN ~lite vlite-2.0
Summary ~lite
Article discusses data center impact on local residents.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
Longitudinal 156 HN snapshots · 63 evals
+1 0 −1 HN
Audit Trail 83 entries
2026-03-20 22:49 eval_success PSQ evaluated: g-PSQ=0.120 (3 dims) - -
2026-03-20 22:49 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-20 22:30 eval_success Lite evaluated: Mild negative (-0.20) - -
2026-03-20 22:30 eval Evaluated by llama-4-scout-wai: -0.20 (Mild negative) +0.14
reasoning
Article discusses data centers and electricity concerns in Virginia, no explicit human rights discussion
2026-03-20 19:13 eval_success PSQ evaluated: g-PSQ=0.120 (3 dims) - -
2026-03-20 19:13 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-20 18:56 eval_success Lite evaluated: Moderate negative (-0.34) - -
2026-03-20 18:56 eval Evaluated by llama-4-scout-wai: -0.34 (Moderate negative) 0.00
reasoning
Article discusses data centers and electricity concerns in Virginia, no explicit human rights discussion
2026-03-20 17:00 eval_success PSQ evaluated: g-PSQ=0.120 (3 dims) - -
2026-03-20 17:00 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-20 16:35 eval_success Lite evaluated: Moderate negative (-0.34) - -
2026-03-20 16:35 eval Evaluated by llama-4-scout-wai: -0.34 (Moderate negative) -0.14
reasoning
Article discusses data centers and electricity concerns in Virginia, no explicit human rights discussion
2026-03-19 22:33 eval_success PSQ evaluated: g-PSQ=0.120 (3 dims) - -
2026-03-19 22:33 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-19 21:47 eval_success Lite evaluated: Mild negative (-0.20) - -
2026-03-19 21:47 eval Evaluated by llama-4-scout-wai: -0.20 (Mild negative) 0.00
reasoning
Article discusses data centers and electricity concerns in Virginia, no explicit human rights discussion
2026-03-19 20:50 eval_success PSQ evaluated: g-PSQ=0.120 (3 dims) - -
2026-03-19 20:50 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-19 20:35 eval_success Lite evaluated: Mild negative (-0.20) - -
2026-03-19 20:35 eval Evaluated by llama-4-scout-wai: -0.20 (Mild negative) 0.00
reasoning
Article discusses data centers and electricity concerns in Virginia, no explicit human rights discussion
2026-03-19 19:26 eval_success PSQ evaluated: g-PSQ=0.120 (3 dims) - -
2026-03-19 19:26 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-19 19:11 eval_success Lite evaluated: Mild negative (-0.20) - -
2026-03-19 19:11 eval Evaluated by llama-4-scout-wai: -0.20 (Mild negative) 0.00
reasoning
Article discusses data centers and electricity concerns in Virginia, no explicit human rights discussion
2026-03-19 18:01 eval_success PSQ evaluated: g-PSQ=0.120 (3 dims) - -
2026-03-19 18:01 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-19 17:44 eval_success Lite evaluated: Mild negative (-0.20) - -
2026-03-19 17:44 eval Evaluated by llama-4-scout-wai: -0.20 (Mild negative) 0.00
reasoning
Article discusses data centers and electricity concerns in Virginia, no explicit human rights discussion
2026-03-19 16:43 eval_success PSQ evaluated: g-PSQ=0.120 (3 dims) - -
2026-03-19 16:43 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-19 16:24 eval_success Lite evaluated: Mild negative (-0.20) - -
2026-03-19 16:23 eval Evaluated by llama-4-scout-wai: -0.20 (Mild negative) 0.00
reasoning
Article discusses data centers and electricity concerns in Virginia, no explicit human rights discussion
2026-03-19 15:25 eval_success PSQ evaluated: g-PSQ=0.120 (3 dims) - -
2026-03-19 15:25 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-19 15:07 eval_success Lite evaluated: Mild negative (-0.20) - -
2026-03-19 15:07 eval Evaluated by llama-4-scout-wai: -0.20 (Mild negative) 0.00
reasoning
Article discusses data centers and electricity concerns in Virginia, no explicit human rights discussion
2026-03-19 14:06 eval_success PSQ evaluated: g-PSQ=0.120 (3 dims) - -
2026-03-19 14:06 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-19 13:41 eval_success Lite evaluated: Mild negative (-0.20) - -
2026-03-19 13:41 eval Evaluated by llama-4-scout-wai: -0.20 (Mild negative) 0.00
reasoning
Article discusses data centers and electricity concerns in Virginia, no explicit human rights discussion
2026-03-19 09:12 eval Evaluated by llama-4-scout-wai: -0.20 (Mild negative) 0.00
reasoning
Article discusses data centers and electricity concerns in Virginia, no explicit human rights discussion
2026-03-19 08:52 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-19 08:34 eval Evaluated by llama-4-scout-wai: -0.20 (Mild negative) 0.00
reasoning
Article discusses data centers and electricity concerns in Virginia, no explicit human rights discussion
2026-03-19 08:11 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-19 07:52 eval Evaluated by llama-4-scout-wai: -0.20 (Mild negative) 0.00
reasoning
Article discusses data centers and electricity concerns in Virginia, no explicit human rights discussion
2026-03-19 07:30 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-19 07:14 eval Evaluated by llama-4-scout-wai: -0.20 (Mild negative) 0.00
reasoning
Article discusses data centers and electricity concerns in Virginia, no explicit human rights discussion
2026-03-19 06:51 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-19 06:38 eval Evaluated by llama-4-scout-wai: -0.20 (Mild negative) 0.00
reasoning
Article discusses data centers and electricity concerns in Virginia, no explicit human rights discussion
2026-03-19 06:14 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-19 06:00 eval Evaluated by llama-4-scout-wai: -0.20 (Mild negative) 0.00
reasoning
Article discusses data centers and electricity concerns in Virginia, no explicit human rights discussion
2026-03-19 05:36 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-19 05:21 eval Evaluated by llama-4-scout-wai: -0.20 (Mild negative) 0.00
reasoning
Article discusses data centers and electricity concerns in Virginia, no explicit human rights discussion
2026-03-19 04:42 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-19 04:26 eval Evaluated by llama-4-scout-wai: -0.20 (Mild negative) 0.00
reasoning
Article discusses data centers and electricity concerns in Virginia, no explicit human rights discussion
2026-03-19 03:28 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-19 03:07 eval Evaluated by llama-4-scout-wai: -0.20 (Mild negative) 0.00
reasoning
Article discusses data centers and electricity concerns in Virginia, no explicit human rights discussion
2026-03-19 02:10 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-19 01:54 eval Evaluated by llama-4-scout-wai: -0.20 (Mild negative) 0.00
reasoning
Article discusses data centers and electricity concerns in Virginia, no explicit human rights discussion
2026-03-19 00:50 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-19 00:37 eval Evaluated by llama-4-scout-wai: -0.20 (Mild negative) 0.00
reasoning
Article discusses data centers and electricity concerns in Virginia, no explicit human rights discussion
2026-03-19 00:22 eval Evaluated by llama-3.3-70b-wai-psq: -0.24 (Mild negative)
2026-03-19 00:19 eval Evaluated by llama-3.3-70b-wai: -0.14 (Mild negative)
reasoning
Investigative journalism on data centers
2026-03-18 23:42 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-18 23:26 eval Evaluated by llama-4-scout-wai: -0.20 (Mild negative) 0.00
reasoning
Article discusses data centers and electricity concerns in Virginia, no explicit human rights discussion
2026-03-18 23:06 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-18 22:51 eval Evaluated by llama-4-scout-wai: -0.20 (Mild negative) 0.00
reasoning
Article discusses data centers and electricity concerns in Virginia, no explicit human rights discussion
2026-03-18 22:19 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-18 21:41 eval Evaluated by llama-4-scout-wai: -0.20 (Mild negative) 0.00
reasoning
Article discusses data centers and electricity concerns in Virginia, no explicit human rights discussion
2026-03-18 21:10 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-18 20:28 eval Evaluated by llama-4-scout-wai: -0.20 (Mild negative) 0.00
reasoning
Article discusses data centers and electricity concerns in Virginia, no explicit human rights discussion
2026-03-18 20:02 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-18 19:53 eval Evaluated by llama-4-scout-wai: -0.20 (Mild negative) 0.00
reasoning
Article discusses data centers and electricity concerns in Virginia, no explicit human rights discussion
2026-03-18 19:24 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-18 19:17 eval Evaluated by llama-4-scout-wai: -0.20 (Mild negative) +0.08
reasoning
Article discusses data centers and electricity concerns in Virginia, no explicit human rights discussion
2026-03-18 18:46 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-18 18:39 eval Evaluated by llama-4-scout-wai: -0.28 (Mild negative) -0.08
reasoning
Article discusses data centers and electricity concerns in Virginia, no explicit human rights discussion
2026-03-18 18:06 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-18 18:02 eval Evaluated by llama-4-scout-wai: -0.20 (Mild negative) +0.00
reasoning
Article discusses data centers and electricity concerns in Virginia, no explicit human rights discussion
2026-03-18 17:25 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-18 17:21 eval Evaluated by llama-4-scout-wai: -0.20 (Mild negative) 0.00
reasoning
Article discusses data centers and electricity concerns in Virginia, no explicit human rights discussion
2026-03-18 16:47 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive)
2026-03-18 16:45 eval Evaluated by llama-4-scout-wai: -0.20 (Mild negative)
reasoning
Article discusses data centers and electricity concerns in Virginia, no explicit human rights discussion