Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-4-scout-17b-16e-instruct lite ND ND — 0.80 — —
@cf/meta/llama-4-scout-17b-16e-instruct lite +0.30 -0.20 Mild positive 0.80 0.39 Mental Health
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite ND ND — 0.70 — —
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite +0.10 +0.20 Mild positive 0.80 -0.14 Social Media Impact
Section @cf/meta/llama-4-scout-17b-16e-instruct lite @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
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
ND Social media makes people unhappy – World Happiness Report (www.dw.com)
24 points by giuliomagnifico 9 days ago | 3 comments on HN ~lite vlite-2.0
Summary ~lite
Article discusses social media's negative impact on happiness, citing a report.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
Longitudinal 94 HN snapshots · 24 evals
+1 0 −1 HN
Audit Trail 44 entries
2026-03-20 02:46 eval_success PSQ evaluated: g-PSQ=0.440 (3 dims) - -
2026-03-20 02:46 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) +0.04
2026-03-20 02:32 eval_success Lite evaluated: Mild positive (0.10) - -
2026-03-20 02:32 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
The article discusses the impact of social media on happiness, referencing the World Happiness Report, which relates to
2026-03-20 02:32 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-03-20 02:05 eval_success PSQ evaluated: g-PSQ=0.403 (3 dims) - -
2026-03-20 02:05 eval Evaluated by llama-4-scout-wai-psq: +0.40 (Moderate positive) 0.00
2026-03-20 01:57 eval_success Lite evaluated: Mild positive (0.10) - -
2026-03-20 01:57 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
The article discusses the impact of social media on happiness, referencing the World Happiness Report, which relates to
2026-03-20 01:57 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-03-20 01:39 eval_success PSQ evaluated: g-PSQ=0.403 (3 dims) - -
2026-03-20 01:39 eval Evaluated by llama-4-scout-wai-psq: +0.40 (Moderate positive) -0.04
2026-03-20 01:36 eval_success Lite evaluated: Mild positive (0.10) - -
2026-03-20 01:36 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
The article discusses the impact of social media on happiness, referencing the World Happiness Report, which relates to
2026-03-20 01:36 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-03-20 00:55 eval_success PSQ evaluated: g-PSQ=0.440 (3 dims) - -
2026-03-20 00:55 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-20 00:52 eval_success Lite evaluated: Mild positive (0.10) - -
2026-03-20 00:52 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
The article discusses the impact of social media on happiness, referencing the World Happiness Report, which relates to
2026-03-20 00:52 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-03-20 00:30 eval_success PSQ evaluated: g-PSQ=0.200 (3 dims) - -
2026-03-20 00:30 eval Evaluated by llama-3.3-70b-wai-psq: +0.20 (Mild positive)
2026-03-20 00:26 eval_success Lite evaluated: Mild positive (0.14) - -
2026-03-20 00:26 eval Evaluated by llama-3.3-70b-wai: +0.14 (Mild positive)
reasoning
News article on social media impact
2026-03-19 23:41 eval_success PSQ evaluated: g-PSQ=0.440 (3 dims) - -
2026-03-19 23:41 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-19 23:35 eval_success Lite evaluated: Mild positive (0.10) - -
2026-03-19 23:35 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
The article discusses the impact of social media on happiness, referencing the World Happiness Report, which relates to
2026-03-19 23:35 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-03-19 23:03 eval_success PSQ evaluated: g-PSQ=0.440 (3 dims) - -
2026-03-19 23:03 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-19 22:57 eval_success Lite evaluated: Mild positive (0.10) - -
2026-03-19 22:57 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
The article discusses the impact of social media on happiness, referencing the World Happiness Report, which relates to
2026-03-19 22:57 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-03-19 22:09 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-19 21:56 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
The article discusses the impact of social media on happiness, referencing the World Happiness Report, which relates to
2026-03-19 20:49 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-19 20:47 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
The article discusses the impact of social media on happiness, referencing the World Happiness Report, which relates to
2026-03-19 19:29 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-19 19:27 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
The article discusses the impact of social media on happiness, referencing the World Happiness Report, which relates to
2026-03-19 18:17 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-19 18:15 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
The article discusses the impact of social media on happiness, referencing the World Happiness Report, which relates to
2026-03-19 17:11 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive)
2026-03-19 17:11 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive)
reasoning
The article discusses the impact of social media on happiness, referencing the World Happiness Report, which relates to