ND Tell HN: Amazon fraudulently canceling orders as returned items
311 points by sigmaprimus 1573 days ago | 144 comments on HN ~lite vlite-2.0
Summary ~lite
Amazon's customer service accused a seller of knowing about a weather event, causing order cancellations.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
Longitudinal · 6 evals
+1 0 −1 HN
Audit Trail 19 entries
2026-03-05 16:43 eval_success PSQ evaluated: g-PSQ=-0.257 (3 dims) - -
2026-03-05 16:43 eval Evaluated by llama-4-scout-wai-psq: -0.26 (Mild negative)
2026-03-05 16:33 eval_success PSQ evaluated: g-PSQ=-0.474 (3 dims) - -
2026-03-05 16:32 eval Evaluated by llama-3.3-70b-wai-psq: -0.47 (Moderate negative)
2026-02-28 11:22 model_divergence Cross-model spread 0.30 exceeds threshold (2 models) - -
2026-02-28 11:22 eval_success Lite evaluated: Mild positive (0.10) - -
2026-02-28 11:22 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
Editorial complaining about Amazon's customer service
2026-02-28 11:22 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-02-28 11:17 model_divergence Cross-model spread 0.30 exceeds threshold (2 models) - -
2026-02-28 11:17 eval_success Lite evaluated: Moderate positive (0.40) - -
2026-02-28 11:17 eval Evaluated by llama-3.3-70b-wai: +0.40 (Moderate positive) 0.00
reasoning
Exposing corporate abuse
2026-02-28 11:17 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 0W 1R - -
2026-02-28 11:16 model_divergence Cross-model spread 0.30 exceeds threshold (2 models) - -
2026-02-28 11:16 eval_success Lite evaluated: Mild positive (0.10) - -
2026-02-28 11:16 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive)
reasoning
Editorial complaining about Amazon's customer service
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: Moderate positive (0.40) - -
2026-02-28 11:12 eval Evaluated by llama-3.3-70b-wai: +0.40 (Moderate positive)
reasoning
Exposing corporate abuse