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Alpha 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 | — | 0.77 | — | — | | @cf/meta/llama-4-scout-17b-16e-instruct lite | +0.40 | -0.19 | Mild positive | 0.80 | 0.48 | Nuclear Safety | | @cf/meta/llama-3.3-70b-instruct-fp8-fast lite | ND | ND | — | 0.80 | — | — | | @cf/meta/llama-3.3-70b-instruct-fp8-fast lite | +0.60 | +0.21 | Moderate positive | 0.90 | 0.48 | Nuclear Safety | | Section | @cf/meta/llama-4-scout-17b-16e-instruct lite | @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 | | 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 Article examines Trump's nuclear power plan and potential safety risks.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
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Longitudinal
6 HN snapshots · 8 evals | |
Audit Trail
16 entries | 2026-03-22 02:24 | eval_success | PSQ evaluated: g-PSQ=0.403 (3 dims) | - - | | 2026-03-22 02:24 |
eval
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Evaluated by llama-4-scout-wai-psq: +0.40 (Moderate positive) 0.00 | | | 2026-03-22 02:05 | eval_success | Lite evaluated: Mild positive (0.17) | - - | | 2026-03-22 02:05 |
eval
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Evaluated by llama-4-scout-wai: +0.17 (Mild positive) 0.00 | | | reasoning Investigative article on Trump's nuclear power plan, safety rules, and industry financial breaks | | 2026-03-22 00:48 | eval_success | PSQ evaluated: g-PSQ=0.403 (3 dims) | - - | | 2026-03-22 00:48 |
eval
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Evaluated by llama-4-scout-wai-psq: +0.40 (Moderate positive) 0.00 | | | 2026-03-22 00:48 | eval_success | Lite evaluated: Mild positive (0.17) | - - | | 2026-03-22 00:48 |
eval
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Evaluated by llama-4-scout-wai: +0.17 (Mild positive) 0.00 | | | reasoning Investigative article on Trump's nuclear power plan, safety rules, and industry financial breaks | | 2026-03-22 00:30 | eval_success | PSQ evaluated: g-PSQ=0.450 (3 dims) | - - | | 2026-03-22 00:30 |
eval
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Evaluated by llama-3.3-70b-wai-psq: +0.45 (Moderate positive) | | | 2026-03-22 00:27 | eval_success | Lite evaluated: Moderate positive (0.45) | - - | | 2026-03-22 00:27 |
eval
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Evaluated by llama-3.3-70b-wai: +0.45 (Moderate positive) | | | reasoning Investigative journalism exposing abuses | | 2026-03-21 23:17 | eval_success | PSQ evaluated: g-PSQ=0.403 (3 dims) | - - | | 2026-03-21 23:17 |
eval
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Evaluated by llama-4-scout-wai-psq: +0.40 (Moderate positive) | | | 2026-03-21 23:17 | eval_success | Lite evaluated: Mild positive (0.17) | - - | | 2026-03-21 23:17 |
eval
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Evaluated by llama-4-scout-wai: +0.17 (Mild positive) | | | reasoning Investigative article on Trump's nuclear power plan, safety rules, and industry financial breaks | | |
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