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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 Personal reflection on Claude Code tooling, no threats, transparent author.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
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Longitudinal
48 HN snapshots · 6 evals | |
Audit Trail
15 entries | 2026-03-06 06:00 | eval_success | PSQ evaluated: g-PSQ=0.280 (3 dims) | - - | | 2026-03-06 06:00 |
eval
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Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00 | | | 2026-03-06 06:00 | eval_success | PSQ evaluated: g-PSQ=-0.080 (3 dims) | - - | | 2026-03-06 06:00 |
eval
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Evaluated by llama-3.3-70b-wai-psq: -0.08 (Neutral) -0.17 | | | 2026-03-06 05:05 | eval_success | PSQ evaluated: g-PSQ=0.280 (3 dims) | - - | | 2026-03-06 05:05 |
eval
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Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) | | | 2026-03-06 05:05 | eval_success | PSQ evaluated: g-PSQ=0.091 (3 dims) | - - | | 2026-03-06 05:05 |
eval
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Evaluated by llama-3.3-70b-wai-psq: +0.09 (Neutral) | | | 2026-03-06 04:49 | credit_exhausted | Credit balance too low, pausing provider for 30 min | - - | | 2026-03-05 22:02 | eval_success | Lite evaluated: Neutral (-0.08) | - - | | 2026-03-05 22:02 |
eval
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Evaluated by llama-4-scout-wai: -0.08 (Neutral) | | | reasoning Tech blog post about AI tooling, no explicit human rights discussion | | 2026-03-05 22:02 | rater_validation_warn | Lite validation warnings for model llama-4-scout-wai: 1W 0R | - - | | 2026-03-05 22:01 | eval_success | Lite evaluated: Neutral (0.00) | - - | | 2026-03-05 22:01 |
eval
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Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) | | | reasoning Technical content, neutral stance | | 2026-03-05 22:01 | rater_validation_warn | Lite validation warnings for model llama-3.3-70b-wai: 1W 0R | - - | | |
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