Model Comparison
Model Editorial Structural Class Conf SETL Theme
@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 0.80
@cf/meta/llama-4-scout-17b-16e-instruct lite 0.00 -1.00 Strong negative 1.00 1.00 Legislation
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite 0.00 -0.60 Moderate negative 0.80 0.60 Intelligence Authorization
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 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
Article 1 ND ND ND ND ND ND ND
Article 2 ND ND ND ND ND ND ND
Article 3 ND ND ND ND ND ND ND
Article 4 ND ND ND ND ND ND ND
Article 5 ND ND ND ND ND ND ND
Article 6 ND ND ND ND ND ND ND
Article 7 ND ND ND ND ND ND ND
Article 8 ND ND ND ND ND ND ND
Article 9 ND ND ND ND ND ND ND
Article 10 ND ND ND ND ND ND ND
Article 11 ND ND ND ND ND ND ND
Article 12 ND ND ND ND ND ND ND
Article 13 ND ND ND ND ND ND ND
Article 14 ND ND ND ND ND ND ND
Article 15 ND ND ND ND ND ND ND
Article 16 ND ND ND ND ND ND ND
Article 17 ND ND ND ND ND ND ND
Article 18 ND ND ND ND ND ND ND
Article 19 ND ND ND ND ND ND ND
Article 20 ND ND ND ND ND ND ND
Article 21 ND ND ND ND ND ND ND
Article 22 ND ND ND ND ND ND ND
Article 23 ND ND ND ND ND ND ND
Article 24 ND ND ND ND ND ND ND
Article 25 ND ND ND ND ND ND ND
Article 26 ND ND ND ND ND ND ND
Article 27 ND ND ND ND ND ND ND
Article 28 ND ND ND ND ND ND ND
Article 29 ND ND ND ND ND ND ND
Article 30 ND ND ND ND ND ND ND
ND H.R.4681 - Intelligence Authorization Act for Fiscal Year 2015 (www.congress.gov)
171 points by jborden13 4111 days ago | 53 comments on HN ~lite vlite-2.0
Summary ~lite
Legislative document with no visible threats or hostile language.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
Longitudinal · 4 evals
+1 0 −1 HN
Audit Trail 14 entries
2026-03-08 11:50 model_divergence Cross-model spread 0.28 exceeds threshold (2 models) - -
2026-03-07 20:21 model_divergence Cross-model spread 0.28 exceeds threshold (2 models) - -
2026-03-07 18:26 model_divergence Cross-model spread 0.28 exceeds threshold (2 models) - -
2026-03-05 22:20 eval_success PSQ evaluated: g-PSQ=-0.283 (3 dims) - -
2026-03-05 22:20 eval Evaluated by llama-4-scout-wai-psq: -0.28 (Mild negative)
2026-03-05 22:12 eval_success PSQ evaluated: g-PSQ=-0.420 (3 dims) - -
2026-03-05 22:12 eval Evaluated by llama-3.3-70b-wai-psq: -0.42 (Moderate negative)
2026-03-04 16:54 eval_success Lite evaluated: Strong negative (-0.70) - -
2026-03-04 16:54 model_divergence Cross-model spread 0.28 exceeds threshold (2 models) - -
2026-03-04 16:54 eval Evaluated by llama-4-scout-wai: -0.70 (Strong negative)
reasoning
Legislative bill text, no explicit human rights discussion
2026-03-04 16:54 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-04 16:51 eval_success Lite evaluated: Moderate negative (-0.42) - -
2026-03-04 16:51 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 1W 0R - -
2026-03-04 16:51 eval Evaluated by llama-3.3-70b-wai: -0.42 (Moderate negative)
reasoning
Policy text, neutral stance, transparent indicators