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Beta This system is experimental. Scores and classifications are early-stage research and may be unreliable. Methodology → |
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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 | — | 0.53 | — | — | | @cf/meta/llama-3.3-70b-instruct-fp8-fast lite | -0.04 | +0.20 | Neutral | 0.80 | -0.22 | War and Conflict | | @cf/meta/llama-4-scout-17b-16e-instruct lite | -0.04 | -0.20 | Mild negative | 0.80 | 0.18 | Military Conflict | | Section | @cf/meta/llama-4-scout-17b-16e-instruct lite | @cf/meta/llama-3.3-70b-instruct-fp8-fast 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 | | Summary ~lite Military Times article reports on US submarine sinking Iranian ship.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
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Longitudinal
28 HN snapshots · 7 evals | |
Audit Trail
14 entries | 2026-03-05 05:06 | eval_success | PSQ evaluated: g-PSQ=0.364 (3 dims) | - - | | 2026-03-05 05:06 |
eval
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Evaluated by llama-4-scout-wai-psq: +0.36 (Moderate positive) | | | 2026-03-05 04:58 | eval_success | PSQ evaluated: g-PSQ=-0.100 (3 dims) | - - | | 2026-03-05 04:58 |
eval
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Evaluated by llama-3.3-70b-wai-psq: -0.10 (Neutral) | | | 2026-03-04 22:17 | eval_success | Lite evaluated: Neutral (0.06) | - - | | 2026-03-04 22:17 |
eval
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Evaluated by llama-3.3-70b-wai: +0.06 (Neutral) +0.16 | | | reasoning Military news, neutral stance, transparent sources | | 2026-03-04 22:13 | eval_success | Lite evaluated: Mild negative (-0.10) | - - | | 2026-03-04 22:13 |
eval
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Evaluated by llama-4-scout-wai: -0.10 (Mild negative) 0.00 | | | reasoning Military action reporting with no explicit human rights discussion | | 2026-03-04 22:12 | eval_success | Lite evaluated: Mild negative (-0.10) | - - | | 2026-03-04 22:12 |
eval
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Evaluated by llama-3.3-70b-wai: -0.10 (Mild negative) -0.16 | | | reasoning Military news, neutral stance, transparent sources | | 2026-03-04 21:42 | eval_success | Lite evaluated: Mild negative (-0.10) | - - | | 2026-03-04 21:42 |
eval
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Evaluated by llama-4-scout-wai: -0.10 (Mild negative) | | | reasoning Military action reporting with no explicit human rights discussion | | 2026-03-04 21:41 | eval_success | Lite evaluated: Neutral (0.06) | - - | | 2026-03-04 21:41 |
eval
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Evaluated by llama-3.3-70b-wai: +0.06 (Neutral) | | | reasoning Military news, neutral stance, transparent sources | | |
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