Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-4-scout-17b-16e-instruct lite -0.04 -0.20 Mild negative 0.80 0.18 Media Freedom
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite ND ND — 0.50 — —
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite -0.04 -0.60 Mild negative 0.60 0.58 Media Freedom
@cf/meta/llama-4-scout-17b-16e-instruct lite ND ND — 0.80 — —
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
-0.04 The Day NY Publishing Lost Its Soul (www.honest-broker.com)
82 points by wallflower 11 hours ago | 62 comments on HN | Mild negative ~lite vlite-1.6
Summary ~lite Media Freedom Neglects
Article discusses decline of NY publishing, no explicit rights mention
EQ 0.40
SO 0.60
TD 0.50
Lite evaluation by llama-4-scout-wai · editorial channel only · no per-section breakdown available
Longitudinal 265 HN snapshots · 50 evals
+1 0 −1 HN
Audit Trail 70 entries
2026-03-08 08:54 eval_success Lite evaluated: Mild negative (-0.10) - -
2026-03-08 08:54 eval Evaluated by llama-4-scout-wai: -0.10 (Mild negative) 0.00
reasoning
Editorial discusses NY publishing, no explicit human rights mention; transparent author info
2026-03-08 08:51 eval_success PSQ evaluated: g-PSQ=-0.240 (3 dims) - -
2026-03-08 08:51 eval Evaluated by llama-3.3-70b-wai-psq: -0.24 (Mild negative) 0.00
2026-03-08 08:46 eval_success PSQ evaluated: g-PSQ=-0.240 (3 dims) - -
2026-03-08 08:46 eval Evaluated by llama-3.3-70b-wai-psq: -0.24 (Mild negative) 0.00
2026-03-08 08:45 eval_success Lite evaluated: Mild negative (-0.26) - -
2026-03-08 08:45 eval Evaluated by llama-3.3-70b-wai: -0.26 (Mild negative) 0.00
reasoning
Editorial on NY publishing
2026-03-08 08:10 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-08 08:10 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-08 07:49 eval_success Lite evaluated: Mild negative (-0.10) - -
2026-03-08 07:49 eval Evaluated by llama-4-scout-wai: -0.10 (Mild negative) 0.00
reasoning
Editorial discusses NY publishing, no explicit human rights mention; transparent author info
2026-03-08 07:41 eval_success PSQ evaluated: g-PSQ=-0.240 (3 dims) - -
2026-03-08 07:41 eval Evaluated by llama-3.3-70b-wai-psq: -0.24 (Mild negative) 0.00
2026-03-08 07:41 eval_success Lite evaluated: Mild negative (-0.26) - -
2026-03-08 07:41 eval Evaluated by llama-3.3-70b-wai: -0.26 (Mild negative) 0.00
reasoning
Editorial on NY publishing
2026-03-08 07:06 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-08 07:06 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-08 06:50 eval_success Lite evaluated: Mild negative (-0.10) - -
2026-03-08 06:50 eval Evaluated by llama-4-scout-wai: -0.10 (Mild negative) 0.00
reasoning
Editorial discusses NY publishing, no explicit human rights mention; transparent author info
2026-03-08 06:45 eval_success Lite evaluated: Mild negative (-0.10) - -
2026-03-08 06:45 eval Evaluated by llama-4-scout-wai: -0.10 (Mild negative) 0.00
reasoning
Editorial discusses NY publishing, no explicit human rights mention; transparent author info
2026-03-08 06:43 eval_success PSQ evaluated: g-PSQ=-0.240 (3 dims) - -
2026-03-08 06:43 eval Evaluated by llama-3.3-70b-wai-psq: -0.24 (Mild negative) 0.00
2026-03-08 06:42 eval_success Lite evaluated: Mild negative (-0.26) - -
2026-03-08 06:42 eval Evaluated by llama-3.3-70b-wai: -0.26 (Mild negative) 0.00
reasoning
Editorial on NY publishing
2026-03-08 06:06 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-08 06:06 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-08 05:48 eval_success Lite evaluated: Mild negative (-0.10) - -
2026-03-08 05:48 eval Evaluated by llama-4-scout-wai: -0.10 (Mild negative) 0.00
reasoning
Editorial discusses NY publishing, no explicit human rights mention; transparent author info
2026-03-08 05:45 eval_success Lite evaluated: Mild negative (-0.26) - -
2026-03-08 05:45 eval Evaluated by llama-3.3-70b-wai: -0.26 (Mild negative) 0.00
reasoning
Editorial on NY publishing
2026-03-08 05:43 eval_success PSQ evaluated: g-PSQ=-0.240 (3 dims) - -
2026-03-08 05:43 eval Evaluated by llama-3.3-70b-wai-psq: -0.24 (Mild negative) 0.00
2026-03-08 05:43 eval_success Lite evaluated: Mild negative (-0.10) - -
2026-03-08 05:43 eval Evaluated by llama-4-scout-wai: -0.10 (Mild negative) 0.00
reasoning
Editorial discusses NY publishing, no explicit human rights mention; transparent author info
2026-03-08 05:04 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-08 05:04 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-08 04:42 eval_success Lite evaluated: Mild negative (-0.26) - -
2026-03-08 04:42 eval Evaluated by llama-3.3-70b-wai: -0.26 (Mild negative) 0.00
reasoning
Editorial on NY publishing
2026-03-08 04:40 eval Evaluated by llama-3.3-70b-wai-psq: -0.24 (Mild negative) 0.00
2026-03-08 04:39 eval Evaluated by llama-4-scout-wai: -0.10 (Mild negative) 0.00
reasoning
Editorial discusses NY publishing, no explicit human rights mention; transparent author info
2026-03-08 04:37 eval Evaluated by llama-3.3-70b-wai: -0.26 (Mild negative) 0.00
reasoning
Editorial on NY publishing
2026-03-08 04:02 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-08 03:57 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-08 03:43 eval Evaluated by llama-3.3-70b-wai-psq: -0.24 (Mild negative) 0.00
2026-03-08 03:40 eval Evaluated by llama-4-scout-wai: -0.10 (Mild negative) 0.00
reasoning
Editorial discusses NY publishing, no explicit human rights mention; transparent author info
2026-03-08 03:39 eval Evaluated by llama-3.3-70b-wai: -0.26 (Mild negative) 0.00
reasoning
Editorial on NY publishing
2026-03-08 03:35 eval Evaluated by llama-4-scout-wai: -0.10 (Mild negative) 0.00
reasoning
Editorial discusses NY publishing, no explicit human rights mention; transparent author info
2026-03-08 02:50 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-08 02:46 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-08 02:38 eval Evaluated by llama-3.3-70b-wai-psq: -0.24 (Mild negative) 0.00
2026-03-08 02:34 eval Evaluated by llama-3.3-70b-wai: -0.26 (Mild negative) 0.00
reasoning
Editorial on NY publishing
2026-03-08 02:29 eval Evaluated by llama-4-scout-wai: -0.10 (Mild negative) 0.00
reasoning
Editorial discusses NY publishing, no explicit human rights mention; transparent author info
2026-03-08 02:29 eval Evaluated by llama-3.3-70b-wai: -0.26 (Mild negative) 0.00
reasoning
Editorial on NY publishing
2026-03-08 01:42 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-08 01:37 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-08 01:34 eval Evaluated by llama-3.3-70b-wai-psq: -0.24 (Mild negative) 0.00
2026-03-08 01:28 eval Evaluated by llama-4-scout-wai: -0.10 (Mild negative) 0.00
reasoning
Editorial discusses NY publishing, no explicit human rights mention; transparent author info
2026-03-08 01:28 eval Evaluated by llama-3.3-70b-wai: -0.26 (Mild negative) 0.00
reasoning
Editorial on NY publishing
2026-03-08 00:35 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-08 00:35 eval Evaluated by llama-3.3-70b-wai-psq: -0.24 (Mild negative) 0.00
2026-03-08 00:31 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-08 00:30 eval Evaluated by llama-4-scout-wai: -0.10 (Mild negative) 0.00
reasoning
Editorial discusses NY publishing, no explicit human rights mention; transparent author info
2026-03-08 00:29 eval Evaluated by llama-3.3-70b-wai: -0.26 (Mild negative) 0.00
reasoning
Editorial on NY publishing
2026-03-07 23:32 eval Evaluated by llama-3.3-70b-wai-psq: -0.24 (Mild negative) 0.00
2026-03-07 23:27 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive)
2026-03-07 23:27 eval Evaluated by llama-3.3-70b-wai-psq: -0.24 (Mild negative)
2026-03-07 23:27 eval Evaluated by llama-4-scout-wai: -0.10 (Mild negative)
reasoning
Editorial discusses NY publishing, no explicit human rights mention; transparent author info
2026-03-07 23:27 eval Evaluated by llama-3.3-70b-wai: -0.26 (Mild negative)
reasoning
Editorial on NY publishing