Model Comparison
Model Editorial Structural Class Conf SETL Theme
claude-haiku-4-5-20251001 ND ND — — — —
@cf/meta/llama-4-scout-17b-16e-instruct lite +0.10 ND Mild positive 0.80 0.00 Media Trust
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite +0.20 ND Mild positive 0.80 0.00 Media Freedom
deepseek/deepseek-v3.2-20251201 +0.30 -0.63 Moderate negative 0.06 0.84 Free Expression
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
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 -0.08
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
+0.10 Half of Americans now believe that news organizations deliberately mislead them (fortune.com)
652 points by jwond 1110 days ago | 793 comments on HN | Mild positive ~lite vlite-1.4
Summary ~lite Media Trust Acknowledges
Reports on low trust in media, no explicit rights advocacy
EQ 0.60
SO 0.40
TD 0.50
Lite evaluation by llama-4-scout-wai · editorial channel only · no per-section breakdown available
Longitudinal · 4 evals
+1 0 −1 HN
Audit Trail 22 entries
2026-02-28 10:43 eval_success Lite evaluated: Mild positive (0.10) - -
2026-02-28 10:43 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-02-28 10:43 model_divergence Cross-model spread 0.65 exceeds threshold (3 models) - -
2026-02-28 10:43 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive)
reasoning
ED, reporting on media trust, no explicit rights stance
2026-02-28 10:39 eval_success Lite evaluated: Mild positive (0.20) - -
2026-02-28 10:39 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 0W 1R - -
2026-02-28 10:39 model_divergence Cross-model spread 0.65 exceeds threshold (2 models) - -
2026-02-28 10:39 eval Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive) 0.00
reasoning
Editorial on media trust
2026-02-28 10:34 model_divergence Cross-model spread 0.65 exceeds threshold (2 models) - -
2026-02-28 10:34 eval_success Lite evaluated: Mild positive (0.20) - -
2026-02-28 10:34 eval Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive)
reasoning
Editorial on media trust
2026-02-28 10:34 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 0W 1R - -
2026-02-26 17:27 dlq Dead-lettered after 1 attempts: Half of Americans now believe that news organizations deliberately mislead them - -
2026-02-26 17:24 rate_limit OpenRouter rate limited (429) model=llama-3.3-70b - -
2026-02-26 17:23 rate_limit OpenRouter rate limited (429) model=llama-3.3-70b - -
2026-02-26 17:23 eval_success Evaluated: Moderate negative (-0.45) - -
2026-02-26 17:23 eval Evaluated by deepseek-v3.2: -0.45 (Moderate negative) 9,840 tokens
2026-02-26 17:22 rate_limit OpenRouter rate limited (429) model=llama-3.3-70b - -
2026-02-26 12:19 dlq Dead-lettered after 1 attempts: Half of Americans now believe that news organizations deliberately mislead them - -
2026-02-26 12:18 rate_limit OpenRouter rate limited (429) model=llama-3.3-70b - -
2026-02-26 12:16 rate_limit OpenRouter rate limited (429) model=llama-3.3-70b - -
2026-02-26 12:15 rate_limit OpenRouter rate limited (429) model=llama-3.3-70b - -