Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-4-scout-17b-16e-instruct lite 0.00 -0.60 Mild negative 1.00 0.60 Media Archives
@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 0.00 ND Neutral 0.80 0.00 No human rights theme
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
0.00 Iowa Payphone Defends Itself (Associated Press, 1984) (www.payphone-project.com)
28 points by TigerUniversity 4 days ago | 6 comments on HN | Mild negative ~lite vlite-1.6
Summary ~lite Media Archives Neutral
Archived 1984 news article about an Iowa payphone company.
EQ 0.50
SO 0.00
TD 0.25
Lite evaluation by llama-4-scout-wai · editorial channel only · no per-section breakdown available
Longitudinal 274 HN snapshots · 65 evals
+1 0 −1 HN
Audit Trail 85 entries
2026-03-11 22:16 eval_success Lite evaluated: Mild negative (-0.24) - -
2026-03-11 22:16 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
The content is an archived news article from 1984 with no explicit human rights discussion.
2026-03-11 22:16 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-11 22:09 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-11 22:09 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-11 21:00 eval_success Lite evaluated: Mild negative (-0.24) - -
2026-03-11 21:00 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
The content is an archived news article from 1984 with no explicit human rights discussion.
2026-03-11 21:00 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-11 20:48 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-11 20:48 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-11 19:37 eval_success Lite evaluated: Mild negative (-0.24) - -
2026-03-11 19:37 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
The content is an archived news article from 1984 with no explicit human rights discussion.
2026-03-11 19:37 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-11 19:21 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-11 19:21 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-11 18:22 eval_success Lite evaluated: Mild negative (-0.24) - -
2026-03-11 18:22 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
The content is an archived news article from 1984 with no explicit human rights discussion.
2026-03-11 18:22 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-11 18:08 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-11 18:08 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-11 17:06 eval_success Lite evaluated: Mild negative (-0.24) - -
2026-03-11 17:06 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
The content is an archived news article from 1984 with no explicit human rights discussion.
2026-03-11 17:06 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-11 16:54 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-11 16:54 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-11 15:51 eval_success Lite evaluated: Mild negative (-0.24) - -
2026-03-11 15:51 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
The content is an archived news article from 1984 with no explicit human rights discussion.
2026-03-11 15:51 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-11 15:36 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-11 15:36 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-11 14:24 eval_success Lite evaluated: Mild negative (-0.24) - -
2026-03-11 14:24 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
The content is an archived news article from 1984 with no explicit human rights discussion.
2026-03-11 14:24 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-11 14:14 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-11 13:15 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
The content is an archived news article from 1984 with no explicit human rights discussion.
2026-03-11 13:01 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-11 12:37 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
The content is an archived news article from 1984 with no explicit human rights discussion.
2026-03-11 12:21 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-11 11:57 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
The content is an archived news article from 1984 with no explicit human rights discussion.
2026-03-11 11:45 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-11 11:23 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
The content is an archived news article from 1984 with no explicit human rights discussion.
2026-03-11 11:10 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-11 10:49 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
The content is an archived news article from 1984 with no explicit human rights discussion.
2026-03-11 10:35 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-11 10:12 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
The content is an archived news article from 1984 with no explicit human rights discussion.
2026-03-11 10:00 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-11 09:34 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
The content is an archived news article from 1984 with no explicit human rights discussion.
2026-03-11 09:18 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-11 08:57 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
The content is an archived news article from 1984 with no explicit human rights discussion.
2026-03-11 08:42 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-11 08:22 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
The content is an archived news article from 1984 with no explicit human rights discussion.
2026-03-11 08:05 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-11 07:46 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
The content is an archived news article from 1984 with no explicit human rights discussion.
2026-03-11 07:29 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-11 07:10 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
The content is an archived news article from 1984 with no explicit human rights discussion.
2026-03-11 06:52 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-11 06:35 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
The content is an archived news article from 1984 with no explicit human rights discussion.
2026-03-11 06:15 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-11 06:00 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
The content is an archived news article from 1984 with no explicit human rights discussion.
2026-03-11 05:37 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-11 05:26 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
The content is an archived news article from 1984 with no explicit human rights discussion.
2026-03-11 04:56 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-11 04:46 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
The content is an archived news article from 1984 with no explicit human rights discussion.
2026-03-11 03:44 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-11 03:33 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
The content is an archived news article from 1984 with no explicit human rights discussion.
2026-03-11 02:28 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-11 02:17 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
The content is an archived news article from 1984 with no explicit human rights discussion.
2026-03-11 01:43 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-11 01:40 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
The content is an archived news article from 1984 with no explicit human rights discussion.
2026-03-11 00:55 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-11 00:53 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
The content is an archived news article from 1984 with no explicit human rights discussion.
2026-03-11 00:20 eval Evaluated by llama-3.3-70b-wai-psq: +0.27 (Mild positive)
2026-03-11 00:16 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral)
reasoning
Historical AP story with no rights discussion
2026-03-10 23:03 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-10 23:01 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
The content is an archived news article from 1984 with no explicit human rights discussion.
2026-03-10 22:34 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-10 22:33 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
The content is an archived news article from 1984 with no explicit human rights discussion.
2026-03-10 22:16 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-10 22:15 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
The content is an archived news article from 1984 with no explicit human rights discussion.
2026-03-10 21:41 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-10 21:40 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
The content is an archived news article from 1984 with no explicit human rights discussion.
2026-03-10 21:23 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-10 21:22 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
The content is an archived news article from 1984 with no explicit human rights discussion.
2026-03-10 21:05 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive)
2026-03-10 21:05 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative)
reasoning
The content is an archived news article from 1984 with no explicit human rights discussion.