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-3.3-70b-instruct-fp8-fast lite ND ND — 0.60 — —
@cf/meta/llama-4-scout-17b-16e-instruct lite +0.30 +0.16 Mild positive 0.80 0.20 Technology and Mental Health
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite +0.20 +0.10 Mild positive 0.80 0.14 AI mental health
openai/gpt-oss-120b:free lite ND ND — — — —
google/gemma-3-27b-it:free lite ND ND — — — —
qwen/qwen3-coder:free lite ND ND — — — —
Section @cf/meta/llama-4-scout-17b-16e-instruct lite @cf/meta/llama-3.3-70b-instruct-fp8-fast lite @cf/meta/llama-4-scout-17b-16e-instruct lite @cf/meta/llama-3.3-70b-instruct-fp8-fast lite openai/gpt-oss-120b:free lite google/gemma-3-27b-it:free lite qwen/qwen3-coder:free lite
Preamble ND ND ND ND ND ND ND
Article 1 ND ND ND ND ND ND ND
Article 2 ND ND ND ND ND ND ND
Article 3 ND ND ND ND ND ND ND
Article 4 ND ND ND ND ND ND ND
Article 5 ND ND ND ND ND ND ND
Article 6 ND ND ND ND ND ND ND
Article 7 ND ND ND ND ND ND ND
Article 8 ND ND ND ND ND ND ND
Article 9 ND ND ND ND ND ND ND
Article 10 ND ND ND ND ND ND ND
Article 11 ND ND ND ND ND ND ND
Article 12 ND ND ND ND ND ND ND
Article 13 ND ND ND ND ND ND ND
Article 14 ND ND ND ND ND ND ND
Article 15 ND ND ND ND ND ND ND
Article 16 ND ND ND ND ND ND ND
Article 17 ND ND ND ND ND ND ND
Article 18 ND ND ND ND ND ND ND
Article 19 ND ND ND ND ND ND ND
Article 20 ND ND ND ND ND ND ND
Article 21 ND ND ND ND ND ND ND
Article 22 ND ND ND ND ND ND ND
Article 23 ND ND ND ND ND ND ND
Article 24 ND ND ND ND ND ND ND
Article 25 ND ND ND ND ND ND ND
Article 26 ND ND ND ND ND ND ND
Article 27 ND ND ND ND ND ND ND
Article 28 ND ND ND ND ND ND ND
Article 29 ND ND ND ND ND ND ND
Article 30 ND ND ND ND ND ND ND
ND He wanted to use ChatGPT to create sustainable housing. It took over his life (www.theguardian.com)
30 points by georgecmu 2 days ago | 3 comments on HN ~lite vlite-2.0
Summary ~lite
Article explores AI chatbot addiction risks, citing a case study, in a neutral and concerned tone.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
Longitudinal 30 HN snapshots · 29 evals
+1 0 −1 HN
Audit Trail 49 entries
2026-03-05 06:25 eval_success PSQ evaluated: g-PSQ=0.120 (3 dims) - -
2026-03-05 06:25 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive)
2026-03-05 06:16 eval_success PSQ evaluated: g-PSQ=-0.240 (3 dims) - -
2026-03-05 06:16 eval Evaluated by llama-3.3-70b-wai-psq: -0.24 (Mild negative)
2026-03-04 06:56 eval_success Lite evaluated: Mild positive (0.26) - -
2026-03-04 06:56 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
2026-03-04 06:56 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-03-04 06:36 eval_success Lite evaluated: Mild positive (0.16) - -
2026-03-04 06:36 eval Evaluated by llama-3.3-70b-wai: +0.16 (Mild positive) 0.00
reasoning
Investigative tech journalism
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 Evaluated by llama-3.3-70b-wai: +0.28 (Mild positive) 0.00
reasoning
Investigative tech journalism
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 08:00 eval Evaluated by llama-3.3-70b-wai: +0.28 (Mild positive) 0.00
reasoning
Investigative tech journalism
2026-03-03 07:33 eval 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