ND People mistake the internet’s knowledge for their own (www.pnas.org)
304 points by nabla9 1572 days ago | 189 comments on HN ~lite vlite-2.0
Summary ~lite
Academic article discusses people's misconceptions about the internet's knowledge.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
Longitudinal · 4 evals
+1 0 −1 HN
Audit Trail 10 entries
2026-03-05 16:42 eval_success PSQ evaluated: g-PSQ=0.048 (3 dims) - -
2026-03-05 16:42 eval Evaluated by llama-4-scout-wai-psq: +0.05 (Neutral)
2026-03-05 16:32 eval_success PSQ evaluated: g-PSQ=0.249 (3 dims) - -
2026-03-05 16:32 eval Evaluated by llama-3.3-70b-wai-psq: +0.25 (Mild positive)
2026-02-28 11:16 eval_success Lite evaluated: Neutral (0.00) - -
2026-02-28 11:16 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral)
reasoning
Academic article, neutral stance on human rights
2026-02-28 11:16 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-02-28 11:12 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 0W 1R - -
2026-02-28 11:12 eval_success Lite evaluated: Neutral (0.00) - -
2026-02-28 11:12 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral)
reasoning
Scientific article neutral