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Alpha This system is experimental. Scores and classifications are early-stage research and may be unreliable. Methodology → |
| Summary ~lite A Stack Overflow discussion about performance optimization, with transparent and detailed information from the author.
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
12 entries | 2026-03-05 23:10 | eval_success | PSQ evaluated: g-PSQ=0.280 (3 dims) | - - | | 2026-03-05 23:10 |
eval
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Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) | | | 2026-03-05 23:06 | eval_success | PSQ evaluated: g-PSQ=0.600 (3 dims) | - - | | 2026-03-05 23:06 |
eval
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Evaluated by llama-3.3-70b-wai-psq: +0.60 (Strong positive) 0.00 | | | 2026-03-05 23:01 | eval_success | PSQ evaluated: g-PSQ=0.600 (3 dims) | - - | | 2026-03-05 23:01 |
eval
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Evaluated by llama-3.3-70b-wai-psq: +0.60 (Strong positive) | | | 2026-03-03 17:47 | eval_success | Lite evaluated: Mild positive (0.11) | - - | | 2026-03-03 17:47 |
eval
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Evaluated by llama-4-scout-wai: +0.11 (Mild positive) | | | reasoning Tech discussion, no explicit rights mention, implicit access/algorithm transparency | | 2026-03-03 17:47 | rater_validation_warn | Lite validation warnings for model llama-4-scout-wai: 1W 0R | - - | | 2026-03-03 17:47 | eval_success | Lite evaluated: Neutral (0.10) | - - | | 2026-03-03 17:47 |
eval
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Evaluated by llama-3.3-70b-wai: +0.10 (Neutral) | | | reasoning Tech forum, neutral stance, open access | | 2026-03-03 17:47 | rater_validation_warn | Lite validation warnings for model llama-3.3-70b-wai: 1W 0R | - - | | |
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