ND Think critically about college admissions (freddiedeboer.substack.com)
87 points by barry-cotter 1751 days ago | 45 comments on HN ~lite vlite-2.0
Summary ~lite
Article promotes critical thinking about college admissions, with a reasonable tone and no visible threats.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
Longitudinal · 6 evals
+1 0 −1 HN
Audit Trail 13 entries
2026-03-05 17:08 eval_success PSQ evaluated: g-PSQ=0.120 (3 dims) - -
2026-03-05 17:08 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-05 17:03 eval_success PSQ evaluated: g-PSQ=-0.080 (3 dims) - -
2026-03-05 17:03 eval Evaluated by llama-3.3-70b-wai-psq: -0.08 (Neutral) 0.00
2026-03-05 17:03 eval_success PSQ evaluated: g-PSQ=0.120 (3 dims) - -
2026-03-05 17:03 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive)
2026-03-05 16:58 eval_success PSQ evaluated: g-PSQ=-0.080 (3 dims) - -
2026-03-05 16:58 eval Evaluated by llama-3.3-70b-wai-psq: -0.08 (Neutral)
2026-03-04 03:42 eval_success Lite evaluated: Neutral (-0.01) - -
2026-03-04 03:42 eval Evaluated by llama-4-scout-wai: -0.01 (Neutral)
reasoning
The content discusses college admissions, encouraging critical thinking, with no explicit rights discourse or UDHR align
2026-03-04 03:42 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-03-04 03:40 eval_success Lite evaluated: Neutral (0.07) - -
2026-03-04 03:40 eval Evaluated by llama-3.3-70b-wai: +0.07 (Neutral)
reasoning
Education critique, neutral stance, open discussion