Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-4-scout-17b-16e-instruct lite +0.56 ND Moderate positive 0.90 0.00 AI Ethics
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite +0.60 ND Strong positive 0.90 0.00 Autonomy and Free Expression
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
+0.56 You Don't Have To (www.scottsmitelli.com)
38 points by marginalia_nu 7 hours ago | 27 comments on HN | Moderate positive ~lite vlite-1.4
Summary ~lite AI Ethics Advocates
Author critiques AI-generated content and its erosion of human connection
EQ 0.80
SO 0.70
TD 0.90
Lite evaluation by llama-4-scout-wai · editorial channel only · no per-section breakdown available
Longitudinal 103 HN snapshots · 12 evals
+1 0 −1 HN
Audit Trail 24 entries
2026-03-02 05:09 eval_success Lite evaluated: Moderate positive (0.56) - -
2026-03-02 05:09 eval Evaluated by llama-4-scout-wai: +0.56 (Moderate positive) 0.00
reasoning
Editorial stance against AI-generated content and its impact on human connection
2026-03-02 05:04 eval_success Lite evaluated: Moderate positive (0.56) - -
2026-03-02 05:04 eval Evaluated by llama-4-scout-wai: +0.56 (Moderate positive) 0.00
reasoning
Editorial stance against AI-generated content and its impact on human connection
2026-03-02 05:03 eval_success Lite evaluated: Strong positive (0.60) - -
2026-03-02 05:03 eval Evaluated by llama-3.3-70b-wai: +0.60 (Strong positive) 0.00
reasoning
Editorial defends individual autonomy
2026-03-02 04:25 eval_success Lite evaluated: Moderate positive (0.56) - -
2026-03-02 04:25 eval Evaluated by llama-4-scout-wai: +0.56 (Moderate positive) 0.00
reasoning
Editorial stance against AI-generated content and its impact on human connection
2026-03-02 04:25 eval_success Lite evaluated: Strong positive (0.60) - -
2026-03-02 04:25 eval Evaluated by llama-3.3-70b-wai: +0.60 (Strong positive) 0.00
reasoning
Editorial defends individual autonomy
2026-03-02 03:42 eval_success Lite evaluated: Strong positive (0.60) - -
2026-03-02 03:42 eval Evaluated by llama-3.3-70b-wai: +0.60 (Strong positive) 0.00
reasoning
Editorial defends individual autonomy
2026-03-02 03:41 eval_success Lite evaluated: Moderate positive (0.56) - -
2026-03-02 03:41 eval Evaluated by llama-4-scout-wai: +0.56 (Moderate positive) 0.00
reasoning
Editorial stance against AI-generated content and its impact on human connection
2026-03-02 03:00 eval_success Lite evaluated: Strong positive (0.60) - -
2026-03-02 03:00 eval Evaluated by llama-3.3-70b-wai: +0.60 (Strong positive) +0.30
reasoning
Editorial defends individual autonomy
2026-03-02 02:56 eval_success Lite evaluated: Moderate positive (0.56) - -
2026-03-02 02:56 eval Evaluated by llama-4-scout-wai: +0.56 (Moderate positive) 0.00
reasoning
Editorial stance against AI-generated content and its impact on human connection
2026-03-02 02:55 eval_success Lite evaluated: Moderate positive (0.30) - -
2026-03-02 02:55 eval Evaluated by llama-3.3-70b-wai: +0.30 (Moderate positive) -0.30
reasoning
Editorial defends individual autonomy
2026-03-02 02:21 eval_success Lite evaluated: Moderate positive (0.56) - -
2026-03-02 02:21 eval Evaluated by llama-4-scout-wai: +0.56 (Moderate positive)
reasoning
Editorial stance against AI-generated content and its impact on human connection
2026-03-02 02:20 eval_success Lite evaluated: Strong positive (0.60) - -
2026-03-02 02:20 eval Evaluated by llama-3.3-70b-wai: +0.60 (Strong positive)
reasoning
Editorial defends individual autonomy