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Alpha This system is experimental. Scores and classifications are early-stage research and may be unreliable. Methodology → |
| Summary ~lite Technology News Neutral Article about Microsoft's Surface Studio release
Lite evaluation by llama-4-scout-wai · editorial channel only · no per-section breakdown available
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Longitudinal
· 5 evals | |
Audit Trail
13 entries | 2026-03-08 08:12 | eval_success | Lite evaluated: Mild negative (-0.24) | - - | | 2026-03-08 08:12 |
eval
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Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00 | | | reasoning Tech news article about Surface Studio, no human rights discussion | | 2026-03-08 08:12 | rater_validation_warn | Lite validation warnings for model llama-4-scout-wai: 1W 0R | - - | | 2026-03-08 08:08 | eval_success | PSQ evaluated: g-PSQ=-0.040 (3 dims) | - - | | 2026-03-08 08:08 |
eval
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Evaluated by llama-4-scout-wai-psq: -0.04 (Neutral) | | | 2026-03-08 08:08 | eval_success | PSQ evaluated: g-PSQ=-0.069 (3 dims) | - - | | 2026-03-08 08:08 |
eval
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Evaluated by llama-3.3-70b-wai-psq: -0.07 (Neutral) | | | 2026-03-08 08:07 | eval_success | Lite evaluated: Mild negative (-0.24) | - - | | 2026-03-08 08:07 |
eval
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Evaluated by llama-4-scout-wai: -0.24 (Mild negative) | | | reasoning Tech news article about Surface Studio, no human rights discussion | | 2026-03-08 08:07 | rater_validation_warn | Lite validation warnings for model llama-4-scout-wai: 1W 0R | - - | | 2026-03-08 08:07 | eval_success | Lite evaluated: Neutral (0.00) | - - | | 2026-03-08 08:07 | rater_validation_warn | Lite validation warnings for model llama-3.3-70b-wai: 1W 0R | - - | | 2026-03-08 08:07 |
eval
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Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) | | | reasoning Tech review, no rights discussion | | |
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