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 +0.10 ND Mild positive 0.80 0.00 Social Interactions
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 Ask HN: How to approach new people in 2026?
8 points by tavro 11 hours ago | 9 comments on HN | Mild positive ~lite vlite-1.4
Summary ~lite Social Interaction Acknowledges
Discussion on approaching strangers in public spaces
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 106 HN snapshots · 24 evals
+1 0 −1 HN
Audit Trail 44 entries
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
ED, discussing social interactions and cultural norms
2026-03-02 08:44 eval_success Lite evaluated: Mild positive (0.10) - -
2026-03-02 08:44 eval Evaluated by llama-3.3-70b-wai: +0.10 (Mild positive) 0.00
reasoning
Community discussion on social interactions
2026-03-02 08:08 eval_success Lite evaluated: Mild positive (0.10) - -
2026-03-02 08:08 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
ED, discussing social interactions and cultural norms
2026-03-02 07:59 eval_success Lite evaluated: Mild positive (0.10) - -
2026-03-02 07:59 eval Evaluated by llama-3.3-70b-wai: +0.10 (Mild positive) 0.00
reasoning
Community discussion on social interactions
2026-03-02 07:54 eval_success Lite evaluated: Mild positive (0.10) - -
2026-03-02 07:54 eval Evaluated by llama-3.3-70b-wai: +0.10 (Mild positive) 0.00
reasoning
Community discussion on social interactions
2026-03-02 07:19 eval_success Lite evaluated: Mild positive (0.10) - -
2026-03-02 07:19 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
ED, discussing social interactions and cultural norms
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
ED, discussing social interactions and cultural norms
2026-03-02 07:09 eval_success Lite evaluated: Mild positive (0.10) - -
2026-03-02 07:09 eval Evaluated by llama-3.3-70b-wai: +0.10 (Mild positive) 0.00
reasoning
Community discussion on social interactions
2026-03-02 06:34 eval_success Lite evaluated: Mild positive (0.10) - -
2026-03-02 06:34 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) +0.10
reasoning
ED, discussing social interactions and cultural norms
2026-03-02 06:27 eval_success Lite evaluated: Mild positive (0.10) - -
2026-03-02 06:27 eval Evaluated by llama-3.3-70b-wai: +0.10 (Mild positive) 0.00
reasoning
Community discussion on social interactions
2026-03-02 05:58 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-02 05:58 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) -0.10
reasoning
ED, discussing social interactions and cultural norms
2026-03-02 05:54 eval_success Lite evaluated: Mild positive (0.10) - -
2026-03-02 05:54 eval Evaluated by llama-3.3-70b-wai: +0.10 (Mild positive) 0.00
reasoning
Community discussion on social interactions
2026-03-02 05:49 eval_success Lite evaluated: Mild positive (0.10) - -
2026-03-02 05:49 eval Evaluated by llama-3.3-70b-wai: +0.10 (Mild positive) 0.00
reasoning
Community discussion on social interactions
2026-03-02 05:14 eval_success Lite evaluated: Mild positive (0.10) - -
2026-03-02 05:14 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) +0.10
reasoning
ED, discussing social interactions and cultural norms
2026-03-02 05:09 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-02 05:09 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) -0.10
reasoning
ED, discussing social interactions and cultural norms
2026-03-02 05:07 eval_success Lite evaluated: Mild positive (0.10) - -
2026-03-02 05:07 eval Evaluated by llama-3.3-70b-wai: +0.10 (Mild positive) 0.00
reasoning
Community discussion on social interactions
2026-03-02 04:35 eval_success Lite evaluated: Mild positive (0.10) - -
2026-03-02 04:35 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
ED, discussing social interactions and cultural norms
2026-03-02 04:32 eval_success Lite evaluated: Mild positive (0.10) - -
2026-03-02 04:32 eval Evaluated by llama-3.3-70b-wai: +0.10 (Mild positive) 0.00
reasoning
Community discussion on social interactions
2026-03-02 03:51 eval_success Lite evaluated: Mild positive (0.10) - -
2026-03-02 03:51 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
ED, discussing social interactions and cultural norms
2026-03-02 03:49 eval_success Lite evaluated: Mild positive (0.10) - -
2026-03-02 03:49 eval Evaluated by llama-3.3-70b-wai: +0.10 (Mild positive) 0.00
reasoning
Community discussion on social interactions
2026-03-02 03:07 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
ED, discussing social interactions and cultural norms
2026-03-02 03:07 eval Evaluated by llama-3.3-70b-wai: +0.10 (Mild positive) 0.00
reasoning
Community discussion on social interactions
2026-03-01 23:29 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive)
reasoning
ED, discussing social interactions and cultural norms
2026-03-01 23:29 eval Evaluated by llama-3.3-70b-wai: +0.10 (Mild positive)
reasoning
Community discussion on social interactions