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Beta This system is experimental. Scores and classifications are early-stage research and may be unreliable. Methodology → |
| Summary ~lite The website analyzes GitHub commit history for AI assistance, with transparent and harmless intent.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
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Longitudinal
79 HN snapshots · 5 evals | |
Audit Trail
13 entries | 2026-03-05 05:22 | eval_success | PSQ evaluated: g-PSQ=0.480 (3 dims) | - - | | 2026-03-05 05:22 |
eval
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Evaluated by llama-4-scout-wai-psq: +0.48 (Moderate positive) | | | 2026-03-05 05:12 | eval_success | PSQ evaluated: g-PSQ=0.380 (3 dims) | - - | | 2026-03-05 05:12 |
eval
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Evaluated by llama-3.3-70b-wai-psq: +0.38 (Moderate positive) | | | 2026-03-04 15:58 | eval_success | Lite evaluated: Mild negative (-0.30) | - - | | 2026-03-04 15:58 |
eval
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Evaluated by llama-4-scout-wai: -0.30 (Mild negative) +0.12 | | | reasoning Content discusses AI-generated commits, no explicit human rights discussion | | 2026-03-04 15:58 | rater_validation_warn | Lite validation warnings for model llama-4-scout-wai: 1W 0R | - - | | 2026-03-04 15:53 | eval_success | Lite evaluated: Moderate negative (-0.42) | - - | | 2026-03-04 15:53 |
eval
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Evaluated by llama-4-scout-wai: -0.42 (Moderate negative) | | | reasoning Content discusses AI-generated commits, no explicit human rights discussion | | 2026-03-04 15:53 | rater_validation_warn | Lite validation warnings for model llama-4-scout-wai: 1W 0R | - - | | 2026-03-04 15:53 | eval_success | Lite evaluated: Moderate negative (-0.42) | - - | | 2026-03-04 15:53 |
eval
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Evaluated by llama-3.3-70b-wai: -0.42 (Moderate negative) | | | reasoning Landing Page, neutral stance, some transparency | | 2026-03-04 15:53 | rater_validation_warn | Lite validation warnings for model llama-3.3-70b-wai: 1W 0R | - - | | |
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