Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite +0.20 +0.10 Mild positive 0.80 0.14 AI mental health
@cf/meta/llama-4-scout-17b-16e-instruct lite +0.30 +0.16 Mild positive 0.80 0.20 Technology and Mental Health
Section @cf/meta/llama-3.3-70b-instruct-fp8-fast lite @cf/meta/llama-4-scout-17b-16e-instruct 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
+0.20 He wanted to use ChatGPT to create sustainable housing. It took over his life (www.theguardian.com)
26 points by georgecmu 14 hours ago | 1 comments on HN | Mild positive ~lite vlite-1.5
Summary ~lite AI mental health Acknowledges
AI addiction story
EQ 0.60
SO 0.50
TD 0.70
Lite evaluation by llama-3.3-70b-wai · editorial channel only · no per-section breakdown available
Longitudinal 30 HN snapshots · 25 evals
+1 0 −1 HN
Audit Trail 45 entries
2026-03-03 11:25 eval_success Lite evaluated: Mild positive (0.16) - -
2026-03-03 11:25 eval Evaluated by llama-3.3-70b-wai: +0.16 (Mild positive) -0.12
reasoning
Investigative tech journalism
2026-03-03 11:12 eval_success Lite evaluated: Mild positive (0.23) - -
2026-03-03 11:12 eval Evaluated by llama-4-scout-wai: +0.23 (Mild positive) -0.10
reasoning
The Guardian article discusses the impact of ChatGPT on mental health, touching on technology and AI's influence on soci
2026-03-03 11:12 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-03-03 10:42 eval_success Lite evaluated: Mild positive (0.28) - -
2026-03-03 10:42 eval Evaluated by llama-3.3-70b-wai: +0.28 (Mild positive) 0.00
reasoning
Investigative tech journalism
2026-03-03 10:24 eval_success Lite evaluated: Moderate positive (0.33) - -
2026-03-03 10:24 eval Evaluated by llama-4-scout-wai: +0.33 (Moderate positive) +0.02
reasoning
The Guardian article discusses the impact of ChatGPT on mental health, touching on technology and AI's influence on soci
2026-03-03 10:24 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-03-03 10:03 eval_success Lite evaluated: Mild positive (0.28) - -
2026-03-03 10:03 eval Evaluated by llama-3.3-70b-wai: +0.28 (Mild positive) 0.00
reasoning
Investigative tech journalism
2026-03-03 09:57 eval_success Lite evaluated: Mild positive (0.28) - -
2026-03-03 09:57 eval Evaluated by llama-3.3-70b-wai: +0.28 (Mild positive) +0.12
reasoning
Investigative tech journalism
2026-03-03 09:37 eval_success Lite evaluated: Moderate positive (0.30) - -
2026-03-03 09:37 eval Evaluated by llama-4-scout-wai: +0.30 (Moderate positive) +0.05
reasoning
The Guardian article discusses the impact of ChatGPT on mental health, touching on technology and AI's influence on soci
2026-03-03 09:37 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-03-03 09:09 eval_success Lite evaluated: Mild positive (0.16) - -
2026-03-03 09:09 eval Evaluated by llama-3.3-70b-wai: +0.16 (Mild positive) -0.12
reasoning
Investigative tech journalism
2026-03-03 08:59 eval_success Lite evaluated: Mild positive (0.26) - -
2026-03-03 08:59 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-03-03 08:59 eval Evaluated by llama-4-scout-wai: +0.26 (Mild positive) +0.03
reasoning
The Guardian article discusses the impact of ChatGPT on mental health, touching on technology and AI's influence on soci
2026-03-03 08:54 eval_success Lite evaluated: Mild positive (0.23) - -
2026-03-03 08:54 eval Evaluated by llama-4-scout-wai: +0.23 (Mild positive) -0.01
reasoning
The Guardian article discusses the impact of ChatGPT on mental health, touching on technology and AI's influence on soci
2026-03-03 08:54 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-03-03 08:35 eval_success Lite evaluated: Mild positive (0.28) - -
2026-03-03 08:35 eval Evaluated by llama-3.3-70b-wai: +0.28 (Mild positive) 0.00
reasoning
Investigative tech journalism
2026-03-03 08:11 eval_success Lite evaluated: Mild positive (0.24) - -
2026-03-03 08:11 eval Evaluated by llama-4-scout-wai: +0.24 (Mild positive) -0.01
reasoning
The Guardian article discusses the impact of ChatGPT on mental health, touching on technology and AI's influence on soci
2026-03-03 08:11 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-03-03 08:00 eval_success Lite evaluated: Mild positive (0.28) - -
2026-03-03 08:00 eval Evaluated by llama-3.3-70b-wai: +0.28 (Mild positive) 0.00
reasoning
Investigative tech journalism
2026-03-03 07:33 eval_success Lite evaluated: Mild positive (0.26) - -
2026-03-03 07:33 eval Evaluated by llama-4-scout-wai: +0.26 (Mild positive) +0.01
reasoning
The Guardian article discusses the impact of ChatGPT on mental health, touching on technology and AI's influence on soci
2026-03-03 07:14 eval Evaluated by llama-3.3-70b-wai: +0.28 (Mild positive) 0.00
reasoning
Investigative tech journalism
2026-03-03 06:42 eval Evaluated by llama-4-scout-wai: +0.24 (Mild positive) 0.00
reasoning
The Guardian article discusses the impact of ChatGPT on mental health, touching on technology and AI's influence on soci
2026-03-03 06:27 eval Evaluated by llama-3.3-70b-wai: +0.28 (Mild positive) 0.00
reasoning
Investigative tech journalism
2026-03-03 06:07 eval Evaluated by llama-4-scout-wai: +0.24 (Mild positive) +0.01
reasoning
The Guardian article discusses the impact of ChatGPT on mental health, touching on technology and AI's influence on soci
2026-03-03 05:55 eval Evaluated by llama-3.3-70b-wai: +0.28 (Mild positive) +0.12
reasoning
Investigative tech journalism
2026-03-03 05:29 eval Evaluated by llama-4-scout-wai: +0.23 (Mild positive) -0.03
reasoning
The Guardian article discusses the impact of ChatGPT on mental health, touching on technology and AI's influence on soci
2026-03-03 05:24 eval Evaluated by llama-4-scout-wai: +0.26 (Mild positive) +0.03
reasoning
The Guardian article discusses the impact of ChatGPT on mental health, touching on technology and AI's influence on soci
2026-03-03 05:19 eval Evaluated by llama-4-scout-wai: +0.23 (Mild positive) -0.01
reasoning
The Guardian article discusses the impact of ChatGPT on mental health, touching on technology and AI's influence on soci
2026-03-03 05:18 eval Evaluated by llama-3.3-70b-wai: +0.16 (Mild positive) -0.12
reasoning
Investigative tech journalism
2026-03-03 04:36 eval Evaluated by llama-4-scout-wai: +0.24 (Mild positive)
reasoning
The Guardian article discusses the impact of ChatGPT on mental health, touching on technology and AI's influence on soci
2026-03-03 04:36 eval Evaluated by llama-3.3-70b-wai: +0.28 (Mild positive)
reasoning
Investigative tech journalism