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 Social Interaction
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite +0.20 ND Mild positive 0.80 0.00 Social Interaction
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 How to talk to anyone, and why you should (www.theguardian.com)
471 points by Looky1173 5 days ago | 11 comments on HN | Mild positive ~lite vlite-1.4
Summary ~lite Social Interaction Acknowledges
Article discusses social etiquette and benefits of talking to strangers
EQ 0.60
SO 0.40
TD 0.50
Lite evaluation by llama-4-scout-wai · editorial channel only · no per-section breakdown available
Longitudinal 133 HN snapshots · 22 evals
+1 0 −1 HN
Audit Trail 42 entries
2026-03-02 05:09 credit_exhausted Credit balance too low, pausing provider for 30 min - -
2026-03-02 02:51 eval_success Lite evaluated: Mild positive (0.10) - -
2026-03-02 02:51 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
Editorial on social etiquette, no explicit human rights discussion
2026-03-02 02:41 eval_success Lite evaluated: Mild positive (0.20) - -
2026-03-02 02:41 eval Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive) 0.00
reasoning
Editorial promotes social interaction
2026-03-02 02:15 eval_success Lite evaluated: Mild positive (0.10) - -
2026-03-02 02:15 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
Editorial on social etiquette, no explicit human rights discussion
2026-03-02 02:05 eval_success Lite evaluated: Mild positive (0.20) - -
2026-03-02 02:05 eval Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive) 0.00
reasoning
Editorial promotes social interaction
2026-03-02 01:21 eval_success Lite evaluated: Mild positive (0.10) - -
2026-03-02 01:21 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
Editorial on social etiquette, no explicit human rights discussion
2026-03-02 01:12 eval_success Lite evaluated: Mild positive (0.20) - -
2026-03-02 01:12 eval Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive) 0.00
reasoning
Editorial promotes social interaction
2026-03-02 01:07 eval_success Lite evaluated: Mild positive (0.20) - -
2026-03-02 01:07 eval Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive) 0.00
reasoning
Editorial promotes social interaction
2026-03-02 00:42 eval_success Lite evaluated: Mild positive (0.10) - -
2026-03-02 00:42 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
Editorial on social etiquette, no explicit human rights discussion
2026-03-02 00:37 eval_success Lite evaluated: Mild positive (0.10) - -
2026-03-02 00:37 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
Editorial on social etiquette, no explicit human rights discussion
2026-03-02 00:27 eval_success Lite evaluated: Mild positive (0.20) - -
2026-03-02 00:27 eval Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive) 0.00
reasoning
Editorial promotes social interaction
2026-03-02 00:22 eval_success Lite evaluated: Mild positive (0.20) - -
2026-03-02 00:22 eval Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive) +0.10
reasoning
Editorial promotes social interaction
2026-03-01 23:43 eval_success Lite evaluated: Mild positive (0.10) - -
2026-03-01 23:43 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
Editorial on social etiquette, no explicit human rights discussion
2026-03-01 23:27 eval_success Lite evaluated: Mild positive (0.10) - -
2026-03-01 23:27 eval Evaluated by llama-3.3-70b-wai: +0.10 (Mild positive) -0.10
reasoning
Editorial promotes social interaction
2026-03-01 23:22 eval_success Lite evaluated: Mild positive (0.20) - -
2026-03-01 23:22 eval Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive) +0.10
reasoning
Editorial promotes social interaction
2026-03-01 22:58 eval_success Lite evaluated: Mild positive (0.10) - -
2026-03-01 22:58 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
Editorial on social etiquette, no explicit human rights discussion
2026-03-01 22:53 eval_success Lite evaluated: Mild positive (0.10) - -
2026-03-01 22:53 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
Editorial on social etiquette, no explicit human rights discussion
2026-03-01 22:33 eval_success Lite evaluated: Mild positive (0.10) - -
2026-03-01 22:33 eval Evaluated by llama-3.3-70b-wai: +0.10 (Mild positive) 0.00
reasoning
Editorial promotes social interaction
2026-03-01 22:09 eval_success Lite evaluated: Mild positive (0.10) - -
2026-03-01 22:09 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
Editorial on social etiquette, no explicit human rights discussion
2026-03-01 22:00 eval_success Lite evaluated: Mild positive (0.10) - -
2026-03-01 22:00 eval Evaluated by llama-3.3-70b-wai: +0.10 (Mild positive) 0.00
reasoning
Editorial promotes social interaction
2026-03-01 21:20 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
Editorial on social etiquette, no explicit human rights discussion
2026-03-01 21:15 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive)
reasoning
Editorial on social etiquette, no explicit human rights discussion
2026-03-01 21:13 eval Evaluated by llama-3.3-70b-wai: +0.10 (Mild positive)
reasoning
Editorial promotes social interaction