Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite +0.60 -0.20 Mild positive 0.90 0.69 Civilian Harm
@cf/meta/llama-4-scout-17b-16e-instruct lite ND ND — 0.70 — —
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite ND ND — 0.63 — —
@cf/meta/llama-4-scout-17b-16e-instruct lite +0.60 -0.20 Mild positive 0.90 0.69 Human Rights Abuse
Section @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 @cf/meta/llama-4-scout-17b-16e-instruct 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
+0.60 Video Shows US Tomahawk Missile Strike Next to Girls' School in Iran (www.bellingcat.com)
38 points by k1m 2 days ago | 14 comments on HN | Mild positive ~lite vlite-1.6
Summary ~lite Civilian Harm Advocates
US missile strike near school
EQ 0.80
SO 0.70
TD 0.60
Lite evaluation by llama-3.3-70b-wai · editorial channel only · no per-section breakdown available
Longitudinal 10 HN snapshots · 9 evals
+1 0 −1 HN
Audit Trail 20 entries
2026-03-08 22:41 eval_success Lite evaluated: Mild positive (0.28) - -
2026-03-08 22:41 eval Evaluated by llama-3.3-70b-wai: +0.28 (Mild positive) 0.00
reasoning
Investigative journalism exposing abuses
2026-03-08 22:40 eval_success PSQ evaluated: g-PSQ=0.006 (3 dims) - -
2026-03-08 22:40 eval Evaluated by llama-4-scout-wai-psq: +0.01 (Neutral) -0.07
2026-03-08 22:40 eval_success PSQ evaluated: g-PSQ=-0.099 (3 dims) - -
2026-03-08 22:40 eval Evaluated by llama-3.3-70b-wai-psq: -0.10 (Neutral) 0.00
2026-03-08 22:35 eval_success Lite evaluated: Mild positive (0.28) - -
2026-03-08 22:35 eval Evaluated by llama-4-scout-wai: +0.28 (Mild positive) 0.00
reasoning
Investigative journalism exposing potential human rights abuses in military actions
2026-03-08 22:35 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-08 21:21 eval_success Lite evaluated: Mild positive (0.28) - -
2026-03-08 21:21 eval Evaluated by llama-3.3-70b-wai: +0.28 (Mild positive) 0.00
reasoning
Investigative journalism exposing abuses
2026-03-08 21:17 eval_success PSQ evaluated: g-PSQ=0.074 (3 dims) - -
2026-03-08 21:17 eval Evaluated by llama-4-scout-wai-psq: +0.07 (Neutral)
2026-03-08 21:16 eval_success PSQ evaluated: g-PSQ=-0.099 (3 dims) - -
2026-03-08 21:16 eval Evaluated by llama-3.3-70b-wai-psq: -0.10 (Neutral)
2026-03-08 21:16 eval_success Lite evaluated: Mild positive (0.28) - -
2026-03-08 21:16 eval Evaluated by llama-4-scout-wai: +0.28 (Mild positive)
reasoning
Investigative journalism exposing potential human rights abuses in military actions
2026-03-08 21:16 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-08 21:16 eval_success Lite evaluated: Mild positive (0.28) - -
2026-03-08 21:16 eval Evaluated by llama-3.3-70b-wai: +0.28 (Mild positive)
reasoning
Investigative journalism exposing abuses