Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-4-scout-17b-16e-instruct lite ND ND — 0.63 — —
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite ND ND — 0.50 — —
@cf/meta/llama-4-scout-17b-16e-instruct lite -0.38 +0.04 Mild negative 0.80 -0.40 Education Freedom
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite +0.16 ND Mild positive 0.80 0.00 Education access
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 Pentagon head to military officers: You cannot study in these 22 universities (timesofindia.indiatimes.com)
32 points by methuselah_in 5 days ago | 10 comments on HN ~lite vlite-2.0
Summary ~lite
Article reports on Pentagon's list of 22 universities military officers cannot study in.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
Longitudinal 80 HN snapshots · 33 evals
+1 0 −1 HN
Audit Trail 53 entries
2026-03-05 07:23 eval_success PSQ evaluated: g-PSQ=-0.259 (3 dims) - -
2026-03-05 07:23 eval Evaluated by llama-4-scout-wai-psq: -0.26 (Mild negative)
2026-03-05 07:20 eval_success PSQ evaluated: g-PSQ=-0.240 (3 dims) - -
2026-03-05 07:20 eval Evaluated by llama-3.3-70b-wai-psq: -0.24 (Mild negative) 0.00
2026-03-05 07:16 eval_success PSQ evaluated: g-PSQ=-0.240 (3 dims) - -
2026-03-05 07:16 eval Evaluated by llama-3.3-70b-wai-psq: -0.24 (Mild negative)
2026-03-02 23:54 model_divergence Cross-model spread 0.37 exceeds threshold (2 models) - -
2026-03-02 23:54 eval_success Lite evaluated: Mild negative (-0.21) - -
2026-03-02 23:54 eval Evaluated by llama-4-scout-wai: -0.21 (Mild negative) -0.37
reasoning
News article about Pentagon restrictions on military officers' education, no explicit rights discussion
2026-03-02 23:50 eval_success Lite evaluated: Mild positive (0.16) - -
2026-03-02 23:50 eval Evaluated by llama-4-scout-wai: +0.16 (Mild positive) +0.36
reasoning
News article about Pentagon restrictions on military officers' education, no explicit rights discussion
2026-03-02 23:37 eval_success Lite evaluated: Mild positive (0.16) - -
2026-03-02 23:37 eval Evaluated by llama-3.3-70b-wai: +0.16 (Mild positive) 0.00
reasoning
Reporting on education restrictions
2026-03-02 23:11 eval_success Lite evaluated: Mild negative (-0.20) - -
2026-03-02 23:11 eval Evaluated by llama-4-scout-wai: -0.20 (Mild negative) -0.36
reasoning
News article about Pentagon restrictions on military officers' education, no explicit rights discussion
2026-03-02 23:03 eval_success Lite evaluated: Mild positive (0.16) - -
2026-03-02 23:03 eval Evaluated by llama-3.3-70b-wai: +0.16 (Mild positive) +0.12
reasoning
Reporting on education restrictions
2026-03-02 22:32 eval_success Lite evaluated: Mild positive (0.16) - -
2026-03-02 22:32 eval Evaluated by llama-4-scout-wai: +0.16 (Mild positive) 0.00
reasoning
News article about Pentagon restrictions on military officers' education, no explicit rights discussion
2026-03-02 22:26 eval_success Lite evaluated: Mild positive (0.16) - -
2026-03-02 22:26 eval Evaluated by llama-4-scout-wai: +0.16 (Mild positive) +0.06
reasoning
News article about Pentagon restrictions on military officers' education, no explicit rights discussion
2026-03-02 22:22 eval_success Lite evaluated: Neutral (0.04) - -
2026-03-02 22:22 eval Evaluated by llama-3.3-70b-wai: +0.04 (Neutral) -0.06
reasoning
Reporting on education restrictions
2026-03-02 21:49 eval_success Lite evaluated: Mild positive (0.10) - -
2026-03-02 21:49 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
News article about Pentagon restrictions on military officers' education, no explicit rights discussion
2026-03-02 21:42 eval_success Lite evaluated: Mild positive (0.10) - -
2026-03-02 21:42 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
News article about Pentagon restrictions on military officers' education, no explicit rights discussion
2026-03-02 21:40 eval_success Lite evaluated: Mild positive (0.10) - -
2026-03-02 21:40 eval Evaluated by llama-3.3-70b-wai: +0.10 (Mild positive) 0.00
reasoning
Reporting on education restrictions
2026-03-02 21:35 eval_success Lite evaluated: Mild positive (0.10) - -
2026-03-02 21:35 eval Evaluated by llama-3.3-70b-wai: +0.10 (Mild positive) 0.00
reasoning
Reporting on education restrictions
2026-03-02 21:04 eval_success Lite evaluated: Mild positive (0.10) - -
2026-03-02 21:04 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
News article about Pentagon restrictions on military officers' education, no explicit rights discussion
2026-03-02 20:54 eval_success Lite evaluated: Mild positive (0.10) - -
2026-03-02 20:54 eval Evaluated by llama-3.3-70b-wai: +0.10 (Mild positive) 0.00
reasoning
Reporting on education restrictions
2026-03-02 20:50 eval_success Lite evaluated: Mild positive (0.10) - -
2026-03-02 20:50 eval Evaluated by llama-3.3-70b-wai: +0.10 (Mild positive) 0.00
reasoning
Reporting on education restrictions
2026-03-02 20:09 eval_success Lite evaluated: Mild positive (0.10) - -
2026-03-02 20:09 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
News article about Pentagon restrictions on military officers' education, no explicit rights discussion
2026-03-02 20:03 eval Evaluated by llama-3.3-70b-wai: +0.10 (Mild positive) 0.00
reasoning
Reporting on education restrictions
2026-03-02 19:34 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
News article about Pentagon restrictions on military officers' education, no explicit rights discussion
2026-03-02 19:26 eval Evaluated by llama-3.3-70b-wai: +0.10 (Mild positive) 0.00
reasoning
Reporting on education restrictions
2026-03-02 18:28 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
News article about Pentagon restrictions on military officers' education, no explicit rights discussion
2026-03-02 18:24 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
News article about Pentagon restrictions on military officers' education, no explicit rights discussion
2026-03-02 18:20 eval Evaluated by llama-3.3-70b-wai: +0.10 (Mild positive) 0.00
reasoning
Reporting on education restrictions
2026-03-02 17:11 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
News article about Pentagon restrictions on military officers' education, no explicit rights discussion
2026-03-02 17:09 eval Evaluated by llama-3.3-70b-wai: +0.10 (Mild positive) 0.00
reasoning
Reporting on education restrictions
2026-03-02 16:02 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
News article about Pentagon restrictions on military officers' education, no explicit rights discussion
2026-03-02 15:54 eval Evaluated by llama-3.3-70b-wai: +0.10 (Mild positive) 0.00
reasoning
Reporting on education restrictions
2026-03-02 15:14 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
News article about Pentagon restrictions on military officers' education, no explicit rights discussion
2026-03-02 15:09 eval Evaluated by llama-3.3-70b-wai: +0.10 (Mild positive) 0.00
reasoning
Reporting on education restrictions
2026-03-02 15:08 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive)
reasoning
News article about Pentagon restrictions on military officers' education, no explicit rights discussion
2026-03-02 15:04 eval Evaluated by llama-3.3-70b-wai: +0.10 (Mild positive)
reasoning
Reporting on education restrictions