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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 The article argues that AI increases the value of expertise rather than making it optional.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
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Longitudinal
10 HN snapshots · 2 evals | |
Audit Trail
5 entries | 2026-03-15 19:38 | eval_success | PSQ evaluated: g-PSQ=0.120 (3 dims) | - - | | 2026-03-15 19:38 |
eval
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Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) | | | 2026-03-15 19:36 | eval_success | Lite evaluated: Neutral (-0.08) | - - | | 2026-03-15 19:36 |
eval
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Evaluated by llama-4-scout-wai: -0.08 (Neutral) | | | reasoning Blog post on AI and expertise, no explicit human rights discussion | | 2026-03-15 19:36 | rater_validation_warn | Lite validation warnings for model llama-4-scout-wai: 1W 0R | - - | | |
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