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Beta This system is experimental. Scores and classifications are early-stage research and may be unreliable. Methodology → |
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| Summary ~lite The author shares their project of building a small voice note recorder, discussing its development, challenges, and improvements.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
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Longitudinal
4 HN snapshots · 4 evals | |
Audit Trail
9 entries | 2026-03-05 06:08 | eval_success | PSQ evaluated: g-PSQ=0.280 (3 dims) | - - | | 2026-03-05 06:08 |
eval
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Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) | | | 2026-03-05 06:00 | eval_success | PSQ evaluated: g-PSQ=0.360 (3 dims) | - - | | 2026-03-05 06:00 |
eval
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Evaluated by llama-3.3-70b-wai-psq: +0.36 (Moderate positive) | | | 2026-03-03 20:56 | eval_success | Lite evaluated: Neutral (0.08) | - - | | 2026-03-03 20:56 |
eval
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Evaluated by llama-4-scout-wai: +0.08 (Neutral) | | | reasoning Personal tech project blog post with no explicit rights discussion | | 2026-03-03 20:56 | rater_validation_warn | Lite validation warnings for model llama-4-scout-wai: 1W 0R | - - | | 2026-03-03 20:56 | eval_success | Lite evaluated: Mild positive (0.10) | - - | | 2026-03-03 20:56 |
eval
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Evaluated by llama-3.3-70b-wai: +0.10 (Mild positive) | | | reasoning DIY voice recorder with implicit rights reference | | |
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