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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 HN post about Xpandas, a project to run Pandas-style computation in pure C++.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
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Longitudinal
87 HN snapshots · 6 evals | |
Audit Trail
12 entries | 2026-03-05 07:48 | eval_success | PSQ evaluated: g-PSQ=0.600 (3 dims) | - - | | 2026-03-05 07:48 |
eval
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Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00 | | | 2026-03-05 07:43 | eval_success | PSQ evaluated: g-PSQ=0.600 (3 dims) | - - | | 2026-03-05 07:43 |
eval
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Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) | | | 2026-03-05 07:40 | eval_success | PSQ evaluated: g-PSQ=0.474 (3 dims) | - - | | 2026-03-05 07:40 |
eval
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Evaluated by llama-3.3-70b-wai-psq: +0.47 (Moderate positive) 0.00 | | | 2026-03-05 07:35 | eval_success | PSQ evaluated: g-PSQ=0.474 (3 dims) | - - | | 2026-03-05 07:35 |
eval
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Evaluated by llama-3.3-70b-wai-psq: +0.47 (Moderate positive) | | | 2026-03-02 08:55 | eval_success | Lite evaluated: Neutral (0.00) | - - | | 2026-03-02 08:55 |
eval
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Evaluated by llama-4-scout-wai: 0.00 (Neutral) | | | reasoning ED neutral tech discussion no rights stance | | 2026-03-02 08:48 | eval_success | Lite evaluated: Neutral (0.00) | - - | | 2026-03-02 08:48 |
eval
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Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) | | | reasoning Tech discussion no rights stance | | |
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