0.00 Surface 3 Update (www.penny-arcade.com)
154 points by chokolad 4138 days ago | 86 comments on HN | Neutral ~lite vlite-1.4
Summary ~lite Neutral
Technical update on Surface 3, no human rights context
EQ 0.50
SO 0.50
TD 0.50
Lite evaluation by llama-4-scout-wai · editorial channel only · no per-section breakdown available
Longitudinal · 2 evals
+1 0 −1 HN
Audit Trail 6 entries
2026-02-28 13:18 eval_success Lite evaluated: Neutral (0.00) - -
2026-02-28 13:18 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral)
reasoning
Tech news site, no human rights discussion
2026-02-28 13:18 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-02-28 13:14 eval_success Lite evaluated: Neutral (0.00) - -
2026-02-28 13:14 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 0W 1R - -
2026-02-28 13:14 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral)
reasoning
Tech news neutral