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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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| Summary ~lite Technical article on FFmpeg lands CLI multi-threading.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
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Longitudinal
· 5 evals | |
Audit Trail
13 entries | 2026-03-05 14:07 | eval_success | PSQ evaluated: g-PSQ=0.120 (3 dims) | - - | | 2026-03-05 14:07 |
eval
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Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) | | | 2026-03-05 14:03 | eval_success | PSQ evaluated: g-PSQ=-0.400 (3 dims) | - - | | 2026-03-05 14:03 |
eval
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Evaluated by llama-3.3-70b-wai-psq: -0.40 (Moderate negative) 0.00 | | | 2026-03-05 13:58 | eval_success | PSQ evaluated: g-PSQ=-0.400 (3 dims) | - - | | 2026-03-05 13:58 |
eval
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Evaluated by llama-3.3-70b-wai-psq: -0.40 (Moderate negative) | | | 2026-03-04 10:40 | model_divergence | Cross-model spread 0.42 exceeds threshold (2 models) | - - | | 2026-03-04 10:40 | eval_success | Lite evaluated: Neutral (-0.08) | - - | | 2026-03-04 10:40 |
eval
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Evaluated by llama-4-scout-wai: -0.08 (Neutral) | | | reasoning tech news article, no explicit rights discussion | | 2026-03-04 10:40 | rater_validation_warn | Lite validation warnings for model llama-4-scout-wai: 1W 0R | - - | | 2026-03-04 10:37 | eval_success | Lite evaluated: Moderate negative (-0.50) | - - | | 2026-03-04 10:37 |
eval
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Evaluated by llama-3.3-70b-wai: -0.50 (Moderate negative) | | | reasoning tech news, neutral stance | | 2026-03-04 10:37 | rater_validation_warn | Lite validation warnings for model llama-3.3-70b-wai: 1W 0R | - - | | |
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