ND MacBook Neo (www.apple.com)
188 points by meetpateltech 1 days ago | 3 comments on HN ~lite vlite-2.0
Summary ~lite
Apple's MacBook Neo product description appears safe and neutral.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
Longitudinal 49 HN snapshots · 15 evals
+1 0 −1 HN
Audit Trail 35 entries
2026-03-05 05:21 eval_success PSQ evaluated: g-PSQ=0.464 (3 dims) - -
2026-03-05 05:21 eval Evaluated by llama-4-scout-wai-psq: +0.46 (Moderate positive)
2026-03-05 05:11 eval_success PSQ evaluated: g-PSQ=0.000 (3 dims) - -
2026-03-05 05:11 eval Evaluated by llama-3.3-70b-wai-psq: 0.00 (Neutral)
2026-03-04 18:35 eval_success Lite evaluated: Moderate negative (-0.50) - -
2026-03-04 18:35 eval Evaluated by llama-4-scout-wai: -0.50 (Moderate negative) 0.00
reasoning
Product page, no explicit rights discussion, low transparency
2026-03-04 18:35 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-04 18:30 eval_success Lite evaluated: Moderate negative (-0.50) - -
2026-03-04 18:29 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-04 18:29 eval Evaluated by llama-4-scout-wai: -0.50 (Moderate negative) 0.00
reasoning
Product page, no explicit rights discussion, low transparency
2026-03-04 18:29 eval_success Lite evaluated: Moderate negative (-0.50) - -
2026-03-04 18:29 eval Evaluated by llama-3.3-70b-wai: -0.50 (Moderate negative) 0.00
reasoning
Product page, no rights discussion
2026-03-04 18:29 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 1W 0R - -
2026-03-04 17:08 eval_success Lite evaluated: Moderate negative (-0.50) - -
2026-03-04 17:08 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-04 17:08 eval Evaluated by llama-4-scout-wai: -0.50 (Moderate negative) 0.00
reasoning
Product page, no explicit rights discussion, low transparency
2026-03-04 17:08 eval_success Lite evaluated: Moderate negative (-0.50) - -
2026-03-04 17:08 eval Evaluated by llama-3.3-70b-wai: -0.50 (Moderate negative) 0.00
reasoning
Product page, no rights discussion
2026-03-04 17:07 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 1W 0R - -
2026-03-04 16:24 eval_success Lite evaluated: Moderate negative (-0.50) - -
2026-03-04 16:24 eval Evaluated by llama-4-scout-wai: -0.50 (Moderate negative) 0.00
reasoning
Product page, no explicit rights discussion, low transparency
2026-03-04 16:24 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-04 16:23 eval_success Lite evaluated: Moderate negative (-0.50) - -
2026-03-04 16:23 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 1W 0R - -
2026-03-04 16:23 eval Evaluated by llama-3.3-70b-wai: -0.50 (Moderate negative) 0.00
reasoning
Product page, no rights discussion
2026-03-04 16:17 eval_success Lite evaluated: Moderate negative (-0.50) - -
2026-03-04 16:17 eval Evaluated by llama-4-scout-wai: -0.50 (Moderate negative) 0.00
reasoning
Product page, no explicit rights discussion, low transparency
2026-03-04 16:17 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-04 16:13 eval_success Lite evaluated: Moderate negative (-0.50) - -
2026-03-04 16:13 eval Evaluated by llama-3.3-70b-wai: -0.50 (Moderate negative) 0.00
reasoning
Product page, no rights discussion
2026-03-04 16:13 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 1W 0R - -
2026-03-04 15:36 eval Evaluated by llama-4-scout-wai: -0.50 (Moderate negative) 0.00
reasoning
Product page, no explicit rights discussion, low transparency
2026-03-04 15:35 eval Evaluated by llama-3.3-70b-wai: -0.50 (Moderate negative) 0.00
reasoning
Product page, no rights discussion
2026-03-04 15:00 eval Evaluated by llama-4-scout-wai: -0.50 (Moderate negative)
reasoning
Product page, no explicit rights discussion, low transparency
2026-03-04 14:59 eval Evaluated by llama-3.3-70b-wai: -0.50 (Moderate negative)
reasoning
Product page, no rights discussion