0.00 Ditching the MacBook Pro for a MacBook Air (bradfrost.com)
368 points by ingve 2669 days ago | 568 comments on HN | Mild negative ~lite vlite-1.6
Summary ~lite Technology Review Neutral
Personal review of switching from MacBook Pro to MacBook Air
EQ 0.50
SO 0.20
TD 0.10
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
2026-03-07 22:01 eval_success Lite evaluated: Mild negative (-0.24) - -
2026-03-07 22:01 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative)
reasoning
tech blog post, neutral editorial stance, low transparency
2026-03-07 22:01 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-07 22:00 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-07 22:00 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 1W 0R - -
2026-03-07 22:00 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech review, neutral stance, transparent author
2026-03-07 21:56 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-07 21:56 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral)
reasoning
Tech review, neutral stance, transparent author
2026-03-07 21:56 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 1W 0R - -
2026-03-06 21:56 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-06 21:56 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive)
2026-03-06 21:53 eval_success PSQ evaluated: g-PSQ=0.085 (3 dims) - -
2026-03-06 21:53 eval Evaluated by llama-3.3-70b-wai-psq: +0.09 (Neutral)