Model Comparison 100% sign agreement
Model Editorial Structural Class Conf SETL Theme
claude-haiku-4-5-20251001 ND ND — — — —
@cf/meta/llama-4-scout-17b-16e-instruct lite +0.40 ND Moderate positive 0.80 0.00 Free Speech
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite +0.60 ND Strong positive 0.90 0.00 Internet Censorship
deepseek/deepseek-v3.2-20251201 +0.29 -0.01 Mild positive 0.50 0.38 Digital Expression Rights
meta-llama/llama-3.3-70b-instruct:free ND ND — — — —
Section claude-haiku-4-5-20251001 @cf/meta/llama-4-scout-17b-16e-instruct lite @cf/meta/llama-3.3-70b-instruct-fp8-fast lite deepseek/deepseek-v3.2-20251201 meta-llama/llama-3.3-70b-instruct:free
Preamble ND ND ND 0.24 ND
Article 1 ND ND ND 0.18 ND
Article 2 ND ND ND 0.24 ND
Article 3 ND ND ND 0.18 ND
Article 4 ND ND ND 0.00 ND
Article 5 ND ND ND 0.18 ND
Article 6 ND ND ND 0.24 ND
Article 7 ND ND ND 0.24 ND
Article 8 ND ND ND 0.18 ND
Article 9 ND ND ND 0.00 ND
Article 10 ND ND ND 0.18 ND
Article 11 ND ND ND 0.00 ND
Article 12 ND -0.32 ND -0.16 ND
Article 13 ND ND ND 0.24 ND
Article 14 ND ND ND 0.18 ND
Article 15 ND ND ND 0.00 ND
Article 16 ND ND ND 0.00 ND
Article 17 ND -0.32 ND -0.22 ND
Article 18 ND ND ND 0.30 ND
Article 19 ND 0.43 ND 0.55 ND
Article 20 ND ND ND 0.29 ND
Article 21 ND ND ND 0.18 ND
Article 22 ND ND ND 0.00 ND
Article 23 ND ND ND 0.18 ND
Article 24 ND ND ND 0.00 ND
Article 25 ND ND ND 0.39 ND
Article 26 ND ND ND 0.39 ND
Article 27 ND 0.20 ND 0.44 ND
Article 28 ND ND ND 0.24 ND
Article 29 ND ND ND 0.18 ND
Article 30 ND ND ND 0.24 ND
+0.40 Sex censorship killed the internet we love (www.engadget.com)
627 points by coding123 2585 days ago | 493 comments on HN | Moderate positive ~lite vlite-1.4
Summary ~lite Free Speech Advocates
Article discusses the impact of sex censorship on the internet
EQ 0.60
SO 0.70
TD 0.50
Lite evaluation by llama-4-scout-wai · editorial channel only · no per-section breakdown available
Longitudinal · 3 evals
+1 0 −1 HN
Audit Trail 23 entries
2026-02-28 12:33 model_divergence Cross-model spread 0.42 exceeds threshold (3 models) - -
2026-02-28 12:33 eval_success Lite evaluated: Moderate positive (0.40) - -
2026-02-28 12:33 eval Evaluated by llama-4-scout-wai: +0.40 (Moderate positive)
reasoning
Editorial discusses sex censorship and internet impact
2026-02-28 12:33 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-02-28 12:29 model_divergence Cross-model spread 0.42 exceeds threshold (2 models) - -
2026-02-28 12:29 eval_success Lite evaluated: Strong positive (0.60) - -
2026-02-28 12:29 eval Evaluated by llama-3.3-70b-wai: +0.60 (Strong positive)
reasoning
Editorial against censorship
2026-02-28 12:29 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 0W 1R - -
2026-02-26 22:11 eval_success Evaluated: Mild positive (0.18) - -
2026-02-26 22:11 eval Evaluated by deepseek-v3.2: +0.18 (Mild positive) 11,477 tokens
2026-02-26 22:11 rater_validation_warn Validation warnings for model deepseek-v3.2: 7W 7R - -
2026-02-26 20:02 dlq Dead-lettered after 1 attempts: Sex censorship killed the internet we love - -
2026-02-26 20:00 dlq Dead-lettered after 1 attempts: Sex censorship killed the internet we love - -
2026-02-26 20:00 eval_failure Evaluation failed: Error: Unknown model in registry: llama-4-scout-wai - -
2026-02-26 20:00 eval_failure Evaluation failed: Error: Unknown model in registry: llama-4-scout-wai - -
2026-02-26 20:00 rate_limit OpenRouter rate limited (429) model=llama-3.3-70b - -
2026-02-26 19:59 dlq Dead-lettered after 1 attempts: Sex censorship killed the internet we love - -
2026-02-26 19:59 rate_limit OpenRouter rate limited (429) model=llama-3.3-70b - -
2026-02-26 19:59 eval_failure Evaluation failed: Error: Unknown model in registry: llama-4-scout-wai - -
2026-02-26 19:58 eval_failure Evaluation failed: Error: D1_TYPE_ERROR: Type 'object' not supported for value '[object Object]' - -
2026-02-26 19:58 rater_validation_warn Validation warnings for model llama-4-scout-wai: 25W 25R - -
2026-02-26 19:57 rate_limit OpenRouter rate limited (429) model=llama-3.3-70b - -
2026-02-26 19:12 dlq Dead-lettered after 1 attempts: Sex censorship killed the internet we love - -