Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-4-scout-17b-16e-instruct lite ND ND — 0.77 — —
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite ND ND — 0.80 — —
@cf/meta/llama-4-scout-17b-16e-instruct lite +0.10 -1.00 Moderate negative 0.80 1.00 AI Ethics
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite -0.04 -0.60 Mild negative 0.80 0.58 AI content pollution
claude-haiku-4-5 lite +0.48 ND Moderate positive 0.77 0.00 Information integrity and verification
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 claude-haiku-4-5 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 ND
Article 1 ND ND ND ND ND ND ND ND
Article 2 ND ND ND ND ND ND ND ND
Article 3 ND ND ND ND ND ND ND ND
Article 4 ND ND ND ND ND ND ND ND
Article 5 ND ND ND ND ND ND ND ND
Article 6 ND ND ND ND ND ND ND ND
Article 7 ND ND ND ND ND ND ND ND
Article 8 ND ND ND ND ND ND ND ND
Article 9 ND ND ND ND ND ND ND ND
Article 10 ND ND ND ND ND ND ND ND
Article 11 ND ND ND ND ND ND ND ND
Article 12 ND ND ND ND ND ND ND ND
Article 13 ND ND ND ND ND ND ND ND
Article 14 ND ND ND ND ND ND ND ND
Article 15 ND ND ND ND ND ND ND ND
Article 16 ND ND ND ND ND ND ND ND
Article 17 ND ND ND ND ND ND ND ND
Article 18 ND ND ND ND ND ND ND ND
Article 19 ND ND ND ND ND ND ND ND
Article 20 ND ND ND ND ND ND ND ND
Article 21 ND ND ND ND ND ND ND ND
Article 22 ND ND ND ND ND ND ND ND
Article 23 ND ND ND ND ND ND ND ND
Article 24 ND ND ND ND ND ND ND ND
Article 25 ND ND ND ND ND ND ND ND
Article 26 ND ND ND ND ND ND ND ND
Article 27 ND ND ND ND ND ND ND ND
Article 28 ND ND ND ND ND ND ND ND
Article 29 ND ND ND ND ND ND ND ND
Article 30 ND ND ND ND ND ND ND ND
ND Microslop Manifesto (microslop.com)
218 points by gostsamo 5 days ago | 82 comments on HN ~lite vlite-2.0
Summary ~lite
Microsoft's AI practices threaten information trust and integrity.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
Longitudinal 108 HN snapshots · 21 evals
+1 0 −1 HN
Audit Trail 41 entries
2026-03-05 07:23 eval_success PSQ evaluated: g-PSQ=-0.510 (3 dims) - -
2026-03-05 07:23 eval Evaluated by llama-4-scout-wai-psq: -0.51 (Moderate negative)
2026-03-05 07:21 eval_success PSQ evaluated: g-PSQ=-0.330 (3 dims) - -
2026-03-05 07:21 eval Evaluated by llama-3.3-70b-wai-psq: -0.33 (Moderate negative) 0.00
2026-03-05 07:17 eval_success PSQ evaluated: g-PSQ=-0.330 (3 dims) - -
2026-03-05 07:17 eval Evaluated by llama-3.3-70b-wai-psq: -0.33 (Moderate negative)
2026-03-04 17:48 eval_success Lite evaluated: Moderate negative (-0.34) - -
2026-03-04 17:48 eval Evaluated by llama-4-scout-wai: -0.34 (Moderate negative) -0.67
reasoning
Critique of Microsoft's AI content generation, no explicit human rights discussion
2026-03-04 17:32 eval_success Lite evaluated: Mild negative (-0.21) - -
2026-03-04 17:32 eval Evaluated by llama-3.3-70b-wai: -0.21 (Mild negative) 0.00
reasoning
Critique of AI-generated content
2026-03-04 17:28 eval_success Lite evaluated: Mild negative (-0.21) - -
2026-03-04 17:28 eval Evaluated by llama-3.3-70b-wai: -0.21 (Mild negative) -0.57
reasoning
Critique of AI-generated content
2026-03-04 06:49 eval_success Lite evaluated: Moderate positive (0.33) - -
2026-03-04 06:49 eval Evaluated by llama-4-scout-wai: +0.33 (Moderate positive) -0.07
reasoning
Critique of Microsoft's AI content generation, no explicit human rights discussion
2026-03-04 06:35 eval_success Lite evaluated: Moderate positive (0.36) - -
2026-03-04 06:35 eval Evaluated by llama-3.3-70b-wai: +0.36 (Moderate positive) 0.00
reasoning
Critique of AI-generated content
2026-03-04 06:31 eval_success Lite evaluated: Moderate positive (0.36) - -
2026-03-04 06:31 eval Evaluated by llama-3.3-70b-wai: +0.36 (Moderate positive) -0.24
reasoning
Critique of AI-generated content
2026-03-02 21:51 eval Evaluated by claude-haiku-4-5: +0.48 (Moderate positive)
reasoning
Manifesto exposing AI-generated content harms to information integrity
2026-03-02 18:50 eval_success Lite evaluated: Moderate positive (0.40) - -
2026-03-02 18:50 eval Evaluated by llama-4-scout-wai: +0.40 (Moderate positive) 0.00
reasoning
Critique of Microsoft's AI content generation, no explicit human rights discussion
2026-03-02 18:41 eval_success Lite evaluated: Strong positive (0.60) - -
2026-03-02 18:41 eval Evaluated by llama-3.3-70b-wai: +0.60 (Strong positive) 0.00
reasoning
Critique of AI-generated content
2026-03-02 17:46 eval_success Lite evaluated: Moderate positive (0.40) - -
2026-03-02 17:46 eval Evaluated by llama-4-scout-wai: +0.40 (Moderate positive) 0.00
reasoning
Critique of Microsoft's AI content generation, no explicit human rights discussion
2026-03-02 16:43 eval_success Lite evaluated: Strong positive (0.60) - -
2026-03-02 16:43 eval Evaluated by llama-3.3-70b-wai: +0.60 (Strong positive) 0.00
reasoning
Critique of AI-generated content
2026-03-02 16:21 credit_exhausted Credit balance too low, pausing provider for 30 min - -
2026-03-02 15:32 eval_success Lite evaluated: Moderate positive (0.40) - -
2026-03-02 15:32 eval Evaluated by llama-4-scout-wai: +0.40 (Moderate positive) 0.00
reasoning
Critique of Microsoft's AI content generation, no explicit human rights discussion
2026-03-02 15:27 eval_success Lite evaluated: Moderate positive (0.40) - -
2026-03-02 15:27 eval Evaluated by llama-4-scout-wai: +0.40 (Moderate positive) 0.00
reasoning
Critique of Microsoft's AI content generation, no explicit human rights discussion
2026-03-02 15:25 eval_success Lite evaluated: Strong positive (0.60) - -
2026-03-02 15:25 eval Evaluated by llama-3.3-70b-wai: +0.60 (Strong positive) 0.00
reasoning
Critique of AI-generated content
2026-03-02 14:39 eval_success Lite evaluated: Moderate positive (0.40) - -
2026-03-02 14:39 eval Evaluated by llama-4-scout-wai: +0.40 (Moderate positive) 0.00
reasoning
Critique of Microsoft's AI content generation, no explicit human rights discussion
2026-03-02 14:36 eval_success Lite evaluated: Strong positive (0.60) - -
2026-03-02 14:36 eval Evaluated by llama-3.3-70b-wai: +0.60 (Strong positive) 0.00
reasoning
Critique of AI-generated content
2026-03-02 14:05 eval_success Lite evaluated: Moderate positive (0.40) - -
2026-03-02 14:05 eval Evaluated by llama-4-scout-wai: +0.40 (Moderate positive)
reasoning
Critique of Microsoft's AI content generation, no explicit human rights discussion
2026-03-02 14:04 eval Evaluated by llama-3.3-70b-wai: +0.60 (Strong positive)
reasoning
Critique of AI-generated content