Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-4-scout-17b-16e-instruct lite +0.10 ND Mild positive 0.80 0.00 Language Rights
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite +0.50 ND Moderate positive 0.80 0.00 Hate speech mainstreaming
Section @cf/meta/llama-4-scout-17b-16e-instruct lite @cf/meta/llama-3.3-70b-instruct-fp8-fast lite Delta
Preamble ND ND
Article 1 ND ND
Article 2 ND ND
Article 3 ND ND
Article 4 ND ND
Article 5 ND ND
Article 6 ND ND
Article 7 ND ND
Article 8 ND ND
Article 9 ND ND
Article 10 ND ND
Article 11 ND ND
Article 12 ND ND
Article 13 ND ND
Article 14 ND ND
Article 15 ND ND
Article 16 ND ND
Article 17 ND ND
Article 18 ND ND
Article 19 ND ND
Article 20 ND ND
Article 21 ND ND
Article 22 ND ND
Article 23 ND ND
Article 24 ND ND
Article 25 ND ND
Article 26 ND ND
Article 27 ND ND
Article 28 ND ND
Article 29 ND ND
Article 30 ND ND
+0.10 Pentagon Adopts Incel-Speak (www.theguardian.com)
46 points by zabzonk 21 hours ago | 32 comments on HN | Mild positive ~lite vlite-1.4
Summary ~lite Language Rights Acknowledges
Article discusses incel slang in mainstream media
EQ 0.60
SO 0.70
TD 0.50
Lite evaluation by llama-4-scout-wai · editorial channel only · no per-section breakdown available
Longitudinal 15 HN snapshots · 72 evals
+1 0 −1 HN
Audit Trail 92 entries
2026-03-02 12:07 eval_success Lite evaluated: Mild positive (0.10) - -
2026-03-02 12:07 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
Editorial discusses incel slang, no advocacy
2026-03-02 11:40 eval_success Lite evaluated: Moderate positive (0.50) - -
2026-03-02 11:40 eval Evaluated by llama-3.3-70b-wai: +0.50 (Moderate positive) 0.00
reasoning
Investigative journalism exposing abuse
2026-03-02 11:26 eval_success Lite evaluated: Mild positive (0.10) - -
2026-03-02 11:26 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
Editorial discusses incel slang, no advocacy
2026-03-02 11:21 eval_success Lite evaluated: Mild positive (0.10) - -
2026-03-02 11:21 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
Editorial discusses incel slang, no advocacy
2026-03-02 11:05 eval_success Lite evaluated: Moderate positive (0.50) - -
2026-03-02 11:05 eval Evaluated by llama-3.3-70b-wai: +0.50 (Moderate positive) 0.00
reasoning
Investigative journalism exposing abuse
2026-03-02 10:31 eval_success Lite evaluated: Mild positive (0.10) - -
2026-03-02 10:31 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
Editorial discusses incel slang, no advocacy
2026-03-02 10:13 eval_success Lite evaluated: Moderate positive (0.50) - -
2026-03-02 10:13 eval Evaluated by llama-3.3-70b-wai: +0.50 (Moderate positive) 0.00
reasoning
Investigative journalism exposing abuse
2026-03-02 10:08 eval_success Lite evaluated: Moderate positive (0.50) - -
2026-03-02 10:08 eval Evaluated by llama-3.3-70b-wai: +0.50 (Moderate positive) 0.00
reasoning
Investigative journalism exposing abuse
2026-03-02 09:57 eval_success Lite evaluated: Mild positive (0.10) - -
2026-03-02 09:57 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
Editorial discusses incel slang, no advocacy
2026-03-02 09:24 eval_success Lite evaluated: Moderate positive (0.50) - -
2026-03-02 09:24 eval Evaluated by llama-3.3-70b-wai: +0.50 (Moderate positive) 0.00
reasoning
Investigative journalism exposing abuse
2026-03-02 09:06 eval_success Lite evaluated: Mild positive (0.10) - -
2026-03-02 09:06 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
Editorial discusses incel slang, no advocacy
2026-03-02 09:01 eval_success Lite evaluated: Mild positive (0.10) - -
2026-03-02 09:01 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
Editorial discusses incel slang, no advocacy
2026-03-02 08:33 eval_success Lite evaluated: Moderate positive (0.50) - -
2026-03-02 08:33 eval Evaluated by llama-3.3-70b-wai: +0.50 (Moderate positive) 0.00
reasoning
Investigative journalism exposing abuse
2026-03-02 08:06 eval_success Lite evaluated: Mild positive (0.10) - -
2026-03-02 08:06 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
Editorial discusses incel slang, no advocacy
2026-03-02 08:01 eval_success Lite evaluated: Mild positive (0.10) - -
2026-03-02 08:01 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
Editorial discusses incel slang, no advocacy
2026-03-02 07:55 eval_success Lite evaluated: Moderate positive (0.50) - -
2026-03-02 07:55 eval Evaluated by llama-3.3-70b-wai: +0.50 (Moderate positive) 0.00
reasoning
Investigative journalism exposing abuse
2026-03-02 07:13 eval_success Lite evaluated: Mild positive (0.10) - -
2026-03-02 07:13 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
Editorial discusses incel slang, no advocacy
2026-03-02 07:09 model_divergence Cross-model spread 0.40 exceeds threshold (2 models) - -
2026-03-02 07:09 eval_success Lite evaluated: Moderate positive (0.50) - -
2026-03-02 07:09 eval Evaluated by llama-3.3-70b-wai: +0.50 (Moderate positive) 0.00
reasoning
Investigative journalism exposing abuse
2026-03-02 07:08 eval_success Lite evaluated: Mild positive (0.10) - -
2026-03-02 07:08 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
Editorial discusses incel slang, no advocacy
2026-03-02 07:04 eval Evaluated by llama-3.3-70b-wai: +0.50 (Moderate positive) 0.00
reasoning
Investigative journalism exposing abuse
2026-03-02 06:24 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
Editorial discusses incel slang, no advocacy
2026-03-02 06:17 eval Evaluated by llama-3.3-70b-wai: +0.50 (Moderate positive) 0.00
reasoning
Investigative journalism exposing abuse
2026-03-02 06:12 eval Evaluated by llama-3.3-70b-wai: +0.50 (Moderate positive) 0.00
reasoning
Investigative journalism exposing abuse
2026-03-02 05:50 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
Editorial discusses incel slang, no advocacy
2026-03-02 05:45 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
Editorial discusses incel slang, no advocacy
2026-03-02 05:39 eval Evaluated by llama-3.3-70b-wai: +0.50 (Moderate positive) 0.00
reasoning
Investigative journalism exposing abuse
2026-03-02 05:06 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
Editorial discusses incel slang, no advocacy
2026-03-02 05:03 eval Evaluated by llama-3.3-70b-wai: +0.50 (Moderate positive) 0.00
reasoning
Investigative journalism exposing abuse
2026-03-02 04:27 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
Editorial discusses incel slang, no advocacy
2026-03-02 04:22 eval Evaluated by llama-3.3-70b-wai: +0.50 (Moderate positive) 0.00
reasoning
Investigative journalism exposing abuse
2026-03-02 04:21 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
Editorial discusses incel slang, no advocacy
2026-03-02 03:40 eval Evaluated by llama-3.3-70b-wai: +0.50 (Moderate positive) 0.00
reasoning
Investigative journalism exposing abuse
2026-03-02 03:36 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
Editorial discusses incel slang, no advocacy
2026-03-02 03:29 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
Editorial discusses incel slang, no advocacy
2026-03-02 02:55 eval Evaluated by llama-3.3-70b-wai: +0.50 (Moderate positive) 0.00
reasoning
Investigative journalism exposing abuse
2026-03-02 02:51 eval Evaluated by llama-3.3-70b-wai: +0.50 (Moderate positive) 0.00
reasoning
Investigative journalism exposing abuse
2026-03-02 02:48 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
Editorial discusses incel slang, no advocacy
2026-03-02 02:15 eval Evaluated by llama-3.3-70b-wai: +0.50 (Moderate positive) 0.00
reasoning
Investigative journalism exposing abuse
2026-03-02 02:10 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
Editorial discusses incel slang, no advocacy
2026-03-02 01:22 eval Evaluated by llama-3.3-70b-wai: +0.50 (Moderate positive) 0.00
reasoning
Investigative journalism exposing abuse
2026-03-02 01:17 eval Evaluated by llama-3.3-70b-wai: +0.50 (Moderate positive) 0.00
reasoning
Investigative journalism exposing abuse
2026-03-02 01:16 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
Editorial discusses incel slang, no advocacy
2026-03-02 00:40 eval Evaluated by llama-3.3-70b-wai: +0.50 (Moderate positive) 0.00
reasoning
Investigative journalism exposing abuse
2026-03-02 00:37 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
Editorial discusses incel slang, no advocacy
2026-03-01 23:49 eval Evaluated by llama-3.3-70b-wai: +0.50 (Moderate positive) 0.00
reasoning
Investigative journalism exposing abuse
2026-03-01 23:42 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
Editorial discusses incel slang, no advocacy
2026-03-01 23:36 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
Editorial discusses incel slang, no advocacy
2026-03-01 23:02 eval Evaluated by llama-3.3-70b-wai: +0.50 (Moderate positive) 0.00
reasoning
Investigative journalism exposing abuse
2026-03-01 22:50 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
Editorial discusses incel slang, no advocacy
2026-03-01 22:15 eval Evaluated by llama-3.3-70b-wai: +0.50 (Moderate positive) 0.00
reasoning
Investigative journalism exposing abuse
2026-03-01 22:10 eval Evaluated by llama-3.3-70b-wai: +0.50 (Moderate positive) 0.00
reasoning
Investigative journalism exposing abuse
2026-03-01 22:08 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
Editorial discusses incel slang, no advocacy
2026-03-01 22:03 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
Editorial discusses incel slang, no advocacy
2026-03-01 21:22 eval Evaluated by llama-3.3-70b-wai: +0.50 (Moderate positive) 0.00
reasoning
Investigative journalism exposing abuse
2026-03-01 21:13 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
Editorial discusses incel slang, no advocacy
2026-03-01 21:08 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
Editorial discusses incel slang, no advocacy
2026-03-01 20:48 eval Evaluated by llama-3.3-70b-wai: +0.50 (Moderate positive) 0.00
reasoning
Investigative journalism exposing abuse
2026-03-01 20:26 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
Editorial discusses incel slang, no advocacy
2026-03-01 20:20 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
Editorial discusses incel slang, no advocacy
2026-03-01 20:07 eval Evaluated by llama-3.3-70b-wai: +0.50 (Moderate positive) 0.00
reasoning
Investigative journalism exposing abuse
2026-03-01 19:36 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
Editorial discusses incel slang, no advocacy
2026-03-01 19:22 eval Evaluated by llama-3.3-70b-wai: +0.50 (Moderate positive) 0.00
reasoning
Investigative journalism exposing abuse
2026-03-01 19:00 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
Editorial discusses incel slang, no advocacy
2026-03-01 18:54 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
Editorial discusses incel slang, no advocacy
2026-03-01 18:42 eval Evaluated by llama-3.3-70b-wai: +0.50 (Moderate positive) 0.00
reasoning
Investigative journalism exposing abuse
2026-03-01 17:47 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
Editorial discusses incel slang, no advocacy
2026-03-01 17:42 eval Evaluated by llama-3.3-70b-wai: +0.50 (Moderate positive) 0.00
reasoning
Investigative journalism exposing abuse
2026-03-01 16:30 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
Editorial discusses incel slang, no advocacy
2026-03-01 16:25 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
Editorial discusses incel slang, no advocacy
2026-03-01 16:23 eval Evaluated by llama-3.3-70b-wai: +0.50 (Moderate positive) 0.00
reasoning
Investigative journalism exposing abuse
2026-03-01 15:46 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive)
reasoning
Editorial discusses incel slang, no advocacy
2026-03-01 15:45 eval Evaluated by llama-3.3-70b-wai: +0.50 (Moderate positive)
reasoning
Investigative journalism exposing abuse