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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 discusses AI's impact on SREs, promoting a balanced view.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
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Longitudinal
5 HN snapshots · 5 evals | |
Audit Trail
11 entries | 2026-03-05 07:05 | eval_success | PSQ evaluated: g-PSQ=-0.040 (3 dims) | - - | | 2026-03-05 07:05 |
eval
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Evaluated by llama-4-scout-wai-psq: -0.04 (Neutral) | | | 2026-03-05 07:03 | eval_success | PSQ evaluated: g-PSQ=-0.400 (3 dims) | - - | | 2026-03-05 07:03 |
eval
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Evaluated by llama-3.3-70b-wai-psq: -0.40 (Moderate negative) -0.16 | | | 2026-03-05 06:59 | eval_success | PSQ evaluated: g-PSQ=-0.240 (3 dims) | - - | | 2026-03-05 06:59 |
eval
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Evaluated by llama-3.3-70b-wai-psq: -0.24 (Mild negative) | | | 2026-03-03 01:58 | eval_success | Lite evaluated: Mild positive (0.12) | - - | | 2026-03-03 01:58 |
eval
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Evaluated by llama-4-scout-wai: +0.12 (Mild positive) | | | reasoning The content discusses the impact of AI on Site Reliability Engineers (SREs), focusing on deskilling rather than replacem | | 2026-03-03 01:58 | rater_validation_warn | Lite validation warnings for model llama-4-scout-wai: 0W 1R | - - | | 2026-03-03 01:58 | eval_success | Lite evaluated: Neutral (0.03) | - - | | 2026-03-03 01:58 |
eval
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Evaluated by llama-3.3-70b-wai: +0.03 (Neutral) | | | reasoning Newsletter on AI deskilling SREs | | |
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