Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite ND ND — 0.70 — —
@cf/meta/llama-4-scout-17b-16e-instruct lite +0.40 -0.20 Mild positive 0.80 0.49 AI Content
@cf/meta/llama-4-scout-17b-16e-instruct lite ND ND — 0.80 — —
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite -0.04 -0.20 Mild negative 0.80 0.18 AI content quality
Section @cf/meta/llama-3.3-70b-instruct-fp8-fast lite @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
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 (AI) Smells on Medium (rmoff.net)
7 points by jruohonen 1 days ago | 2 comments on HN ~lite vlite-2.0
Summary ~lite
Critical blog post
Lite evaluation by llama-3.3-70b-wai-psq · editorial channel only · no per-section breakdown available
Longitudinal 33 HN snapshots · 31 evals
+1 0 −1 HN
Audit Trail 51 entries
2026-03-09 11:38 credit_exhausted Credit balance too low, pausing provider for 30 min - -
2026-03-09 09:22 eval_success PSQ evaluated: g-PSQ=0.171 (3 dims) - -
2026-03-09 09:22 eval Evaluated by llama-3.3-70b-wai-psq: +0.17 (Mild positive) 0.00
2026-03-09 09:06 eval_success Lite evaluated: Mild positive (0.16) - -
2026-03-09 09:06 model_divergence Cross-model spread 0.26 exceeds threshold (2 models) - -
2026-03-09 09:06 eval Evaluated by llama-4-scout-wai: +0.16 (Mild positive) 0.00
reasoning
The content discusses AI-generated content on Medium, focusing on detecting 'smells' of AI-generated articles. It critiq
2026-03-09 09:06 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 1R - -
2026-03-09 09:05 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-09 09:05 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-09 09:03 eval_success Lite evaluated: Mild negative (-0.10) - -
2026-03-09 09:03 eval Evaluated by llama-3.3-70b-wai: -0.10 (Mild negative) 0.00
reasoning
Technical blog post critiquing AI-generated content
2026-03-09 08:08 eval_success PSQ evaluated: g-PSQ=0.171 (3 dims) - -
2026-03-09 08:08 eval Evaluated by llama-3.3-70b-wai-psq: +0.17 (Mild positive) 0.00
2026-03-09 08:04 eval_success PSQ evaluated: g-PSQ=0.171 (3 dims) - -
2026-03-09 08:04 eval Evaluated by llama-3.3-70b-wai-psq: +0.17 (Mild positive) 0.00
2026-03-09 07:59 eval_success Lite evaluated: Mild positive (0.16) - -
2026-03-09 07:59 eval Evaluated by llama-4-scout-wai: +0.16 (Mild positive) 0.00
reasoning
The content discusses AI-generated content on Medium, focusing on detecting 'smells' of AI-generated articles. It critiq
2026-03-09 07:59 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 1R - -
2026-03-09 07:56 eval_success Lite evaluated: Mild negative (-0.10) - -
2026-03-09 07:56 eval Evaluated by llama-3.3-70b-wai: -0.10 (Mild negative) 0.00
reasoning
Technical blog post critiquing AI-generated content
2026-03-09 07:56 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-09 07:56 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-09 07:00 eval_success PSQ evaluated: g-PSQ=0.171 (3 dims) - -
2026-03-09 07:00 eval Evaluated by llama-3.3-70b-wai-psq: +0.17 (Mild positive) 0.00
2026-03-09 06:57 eval_success Lite evaluated: Mild positive (0.16) - -
2026-03-09 06:57 eval Evaluated by llama-4-scout-wai: +0.16 (Mild positive) 0.00
reasoning
The content discusses AI-generated content on Medium, focusing on detecting 'smells' of AI-generated articles. It critiq
2026-03-09 06:57 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-03-09 06:55 eval_success PSQ evaluated: g-PSQ=0.171 (3 dims) - -
2026-03-09 06:55 eval Evaluated by llama-3.3-70b-wai-psq: +0.17 (Mild positive) 0.00
2026-03-09 06:53 eval_success Lite evaluated: Mild negative (-0.10) - -
2026-03-09 06:53 eval Evaluated by llama-3.3-70b-wai: -0.10 (Mild negative) 0.00
reasoning
Technical blog post critiquing AI-generated content
2026-03-09 06:51 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-09 06:51 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-09 06:48 eval_success Lite evaluated: Mild negative (-0.10) - -
2026-03-09 06:48 eval Evaluated by llama-3.3-70b-wai: -0.10 (Mild negative) 0.00
reasoning
Technical blog post critiquing AI-generated content
2026-03-09 05:51 eval Evaluated by llama-4-scout-wai: +0.16 (Mild positive) 0.00
reasoning
The content discusses AI-generated content on Medium, focusing on detecting 'smells' of AI-generated articles. It critiq
2026-03-09 05:49 eval Evaluated by llama-3.3-70b-wai-psq: +0.17 (Mild positive) 0.00
2026-03-09 05:45 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-09 05:42 eval Evaluated by llama-3.3-70b-wai: -0.10 (Mild negative) 0.00
reasoning
Technical blog post critiquing AI-generated content
2026-03-09 04:40 eval Evaluated by llama-4-scout-wai: +0.16 (Mild positive) 0.00
reasoning
The content discusses AI-generated content on Medium, focusing on detecting 'smells' of AI-generated articles. It critiq
2026-03-09 04:36 eval Evaluated by llama-3.3-70b-wai-psq: +0.17 (Mild positive) -0.15
2026-03-09 04:35 eval Evaluated by llama-4-scout-wai: +0.16 (Mild positive) 0.00
reasoning
The content discusses AI-generated content on Medium, focusing on detecting 'smells' of AI-generated articles. It critiq
2026-03-09 04:33 eval Evaluated by llama-3.3-70b-wai: -0.10 (Mild negative) 0.00
reasoning
Technical blog post critiquing AI-generated content
2026-03-09 04:32 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-09 03:32 eval Evaluated by llama-3.3-70b-wai-psq: +0.32 (Moderate positive) +0.15
2026-03-09 03:31 eval Evaluated by llama-4-scout-wai: +0.16 (Mild positive) 0.00
reasoning
The content discusses AI-generated content on Medium, focusing on detecting 'smells' of AI-generated articles. It critiq
2026-03-09 03:30 eval Evaluated by llama-3.3-70b-wai: -0.10 (Mild negative) 0.00
reasoning
Technical blog post critiquing AI-generated content
2026-03-09 03:28 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive)
2026-03-09 03:27 eval Evaluated by llama-3.3-70b-wai-psq: +0.17 (Mild positive)
2026-03-09 03:26 eval Evaluated by llama-4-scout-wai: +0.16 (Mild positive)
reasoning
The content discusses AI-generated content on Medium, focusing on detecting 'smells' of AI-generated articles. It critiq
2026-03-09 03:25 eval Evaluated by llama-3.3-70b-wai: -0.10 (Mild negative)
reasoning
Technical blog post critiquing AI-generated content