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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 A user seeks beginner-friendly audio programming resources on HN.
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 17:16 | eval_success | PSQ evaluated: g-PSQ=0.600 (3 dims) | - - | | 2026-03-05 17:16 |
eval
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Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) | | | 2026-03-05 17:09 | eval_success | PSQ evaluated: g-PSQ=0.600 (3 dims) | - - | | 2026-03-05 17:09 |
eval
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Evaluated by llama-3.3-70b-wai-psq: +0.60 (Strong positive) 0.00 | | | 2026-03-05 17:04 | eval_success | PSQ evaluated: g-PSQ=0.600 (3 dims) | - - | | 2026-03-05 17:04 |
eval
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Evaluated by llama-3.3-70b-wai-psq: +0.60 (Strong positive) | | | 2026-02-28 11:36 | eval_success | Lite evaluated: Neutral (0.00) | - - | | 2026-02-28 11:36 | rater_validation_warn | Lite validation warnings for model llama-4-scout-wai: 0W 1R | - - | | 2026-02-28 11:36 |
eval
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Evaluated by llama-4-scout-wai: 0.00 (Neutral) | | | reasoning ED neutral tech tutorial discussion | | 2026-02-28 11:30 | eval_success | Lite evaluated: Neutral (0.00) | - - | | 2026-02-28 11:30 |
eval
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Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) | | | reasoning Tech query, no rights stance | | 2026-02-28 11:30 | rater_validation_warn | Lite validation warnings for model llama-3.3-70b-wai: 0W 1R | - - | | |
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