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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 | — | 0.67 | — | — | | @cf/meta/llama-3.3-70b-instruct-fp8-fast lite | ND | ND | — | 0.63 | — | — | | @cf/meta/llama-4-scout-17b-16e-instruct lite | -0.04 | +0.10 | Neutral | 0.80 | -0.12 | Tech Accountability | | @cf/meta/llama-3.3-70b-instruct-fp8-fast lite | -0.04 | +0.10 | Neutral | 0.80 | -0.12 | Corporate Accountability | | 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 | | 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 Google's deprecation policy for Gemini 3 Pro Preview was violated.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
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Longitudinal
275 HN snapshots · 7 evals | |
Audit Trail
16 entries | 2026-03-05 06:00 | eval_success | PSQ evaluated: g-PSQ=0.048 (3 dims) | - - | | 2026-03-05 06:00 |
eval
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Evaluated by llama-4-scout-wai-psq: +0.05 (Neutral) 0.00 | | | 2026-03-05 05:55 | eval_success | PSQ evaluated: g-PSQ=0.048 (3 dims) | - - | | 2026-03-05 05:55 |
eval
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Evaluated by llama-4-scout-wai-psq: +0.05 (Neutral) | | | 2026-03-05 05:53 | eval_success | PSQ evaluated: g-PSQ=-0.474 (3 dims) | - - | | 2026-03-05 05:53 |
eval
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Evaluated by llama-3.3-70b-wai-psq: -0.47 (Moderate negative) -0.27 | | | 2026-03-05 05:48 | eval_success | PSQ evaluated: g-PSQ=-0.200 (3 dims) | - - | | 2026-03-05 05:48 |
eval
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Evaluated by llama-3.3-70b-wai-psq: -0.20 (Mild negative) | | | 2026-03-03 18:28 | eval_success | Lite evaluated: Neutral (0.02) | - - | | 2026-03-03 18:28 |
eval
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Evaluated by llama-4-scout-wai: +0.02 (Neutral) 0.00 | | | reasoning Discussion of Google's deprecation policy and its violation, no explicit rights discourse | | 2026-03-03 18:28 | rater_validation_warn | Lite validation warnings for model llama-4-scout-wai: 1W 0R | - - | | 2026-03-03 18:23 | eval_success | Lite evaluated: Neutral (0.02) | - - | | 2026-03-03 18:23 |
eval
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Evaluated by llama-4-scout-wai: +0.02 (Neutral) | | | reasoning Discussion of Google's deprecation policy and its violation, no explicit rights discourse | | 2026-03-03 18:23 | rater_validation_warn | Lite validation warnings for model llama-4-scout-wai: 1W 0R | - - | | 2026-03-03 18:22 | eval_success | Lite evaluated: Neutral (0.04) | - - | | 2026-03-03 18:22 |
eval
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Evaluated by llama-3.3-70b-wai: +0.04 (Neutral) | | | reasoning Tech news, implicit rights concern | | |
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