0.00 The Surface Studio (www.penny-arcade.com)
64 points by chokolad 3428 days ago | 3 comments on HN | Mild negative ~lite vlite-1.6
Summary ~lite Technology News Neutral
Article about Microsoft's Surface Studio release
EQ 0.00
SO 0.00
TD 0.00
Lite evaluation by llama-4-scout-wai · editorial channel only · no per-section breakdown available
Longitudinal · 5 evals
+1 0 −1 HN
Audit Trail 13 entries
2026-03-08 08:12 eval_success Lite evaluated: Mild negative (-0.24) - -
2026-03-08 08:12 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
Tech news article about Surface Studio, no human rights discussion
2026-03-08 08:12 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-08 08:08 eval_success PSQ evaluated: g-PSQ=-0.040 (3 dims) - -
2026-03-08 08:08 eval Evaluated by llama-4-scout-wai-psq: -0.04 (Neutral)
2026-03-08 08:08 eval_success PSQ evaluated: g-PSQ=-0.069 (3 dims) - -
2026-03-08 08:08 eval Evaluated by llama-3.3-70b-wai-psq: -0.07 (Neutral)
2026-03-08 08:07 eval_success Lite evaluated: Mild negative (-0.24) - -
2026-03-08 08:07 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative)
reasoning
Tech news article about Surface Studio, no human rights discussion
2026-03-08 08:07 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-08 08:07 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-08 08:07 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 1W 0R - -
2026-03-08 08:07 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral)
reasoning
Tech review, no rights discussion