Model Comparison
Model Editorial Structural Class Conf SETL Theme
deepseek/deepseek-v3.2-20251201 +0.28 ND Mild positive 0.03 Scientific Advancement
@cf/meta/llama-4-scout-17b-16e-instruct lite 0.00 ND Neutral 1.00 0.00
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite 0.00 ND Neutral 0.90 0.00 No human rights
Section deepseek/deepseek-v3.2-20251201 @cf/meta/llama-4-scout-17b-16e-instruct lite @cf/meta/llama-3.3-70b-instruct-fp8-fast lite
Preamble 0.30 ND ND
Article 1 ND ND ND
Article 2 ND ND ND
Article 3 ND ND ND
Article 4 ND ND ND
Article 5 ND ND ND
Article 6 ND ND ND
Article 7 ND ND ND
Article 8 ND ND ND
Article 9 ND ND ND
Article 10 ND ND ND
Article 11 ND ND ND
Article 12 0.00 ND ND
Article 13 ND ND ND
Article 14 ND ND ND
Article 15 ND ND ND
Article 16 ND ND ND
Article 17 ND ND ND
Article 18 ND ND ND
Article 19 0.40 ND ND
Article 20 ND ND ND
Article 21 ND ND ND
Article 22 ND ND ND
Article 23 0.30 ND ND
Article 24 ND ND ND
Article 25 ND ND ND
Article 26 ND ND ND
Article 27 0.40 ND ND
Article 28 ND ND ND
Article 29 ND ND ND
Article 30 ND ND ND
0.00 Persistent Prompts and Built in Search
2 points by lazybusy 5 days ago | 0 comments on HN | Neutral ~lite vlite-1.4
Summary ~lite Neutral
Neutral editorial on AI tool update
EQ 0.50
SO 0.00
TD 0.00
Lite evaluation by llama-4-scout-wai · editorial channel only · no per-section breakdown available
Longitudinal 30 HN snapshots · 3 evals
+1 0 −1 HN
Audit Trail 9 entries
2026-03-01 03:21 eval_success Evaluated: Mild positive (0.28) - -
2026-03-01 03:21 model_divergence Cross-model spread 0.28 exceeds threshold (3 models) - -
2026-03-01 03:21 eval Evaluated by deepseek-v3.2: +0.28 (Mild positive) 7,984 tokens
2026-02-28 06:05 eval_success Light evaluated: Neutral (0.00) - -
2026-02-28 06:05 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral)
reasoning
Editorial on AI tool update, no human rights discussion
2026-02-28 06:05 rater_validation_warn Light validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-02-28 05:55 eval_success Light evaluated: Neutral (0.00) - -
2026-02-28 05:55 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral)
2026-02-28 05:55 rater_validation_warn Light validation warnings for model llama-3.3-70b-wai: 0W 1R - -