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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 CTO Sindre shares Scrimba's new Node.js video tutorials with editable code.
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 12:34 | eval_success | PSQ evaluated: g-PSQ=0.120 (3 dims) | - - | | 2026-03-05 12:34 |
eval
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Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) | | | 2026-03-05 12:29 | eval_success | PSQ evaluated: g-PSQ=0.600 (3 dims) | - - | | 2026-03-05 12:29 |
eval
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Evaluated by llama-3.3-70b-wai-psq: +0.60 (Strong positive) 0.00 | | | 2026-03-05 12:24 | eval_success | PSQ evaluated: g-PSQ=0.600 (3 dims) | - - | | 2026-03-05 12:24 |
eval
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Evaluated by llama-3.3-70b-wai-psq: +0.60 (Strong positive) | | | 2026-03-04 07:45 | eval_success | Lite evaluated: Mild negative (-0.30) | - - | | 2026-03-04 07:45 |
eval
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Evaluated by llama-4-scout-wai: -0.30 (Mild negative) | | | reasoning Content is a promotional post for Scrimba's Node.js video tutorials, no human rights discussion | | 2026-03-04 07:45 | rater_validation_warn | Lite validation warnings for model llama-4-scout-wai: 1W 0R | - - | | 2026-03-04 07:42 | eval_success | Lite evaluated: Neutral (-0.10) | - - | | 2026-03-04 07:42 |
eval
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Evaluated by llama-3.3-70b-wai: -0.10 (Neutral) | | | reasoning Product feature announcement | | 2026-03-04 07:42 | rater_validation_warn | Lite validation warnings for model llama-3.3-70b-wai: 1W 0R | - - | | |
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