ND Amazon holds engineering meeting following AI-related outages (www.ft.com)
113 points by petethomas 3 days ago | 94 comments on HN ~lite vlite-2.0
Summary ~lite
Amazon holds engineering meeting after AI-related outages.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
Longitudinal 80 HN snapshots · 75 evals
+1 0 −1 HN
Audit Trail 95 entries
2026-03-12 13:46 eval_skip Content gate: bot_protection - -
2026-03-11 21:29 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-11 21:29 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-11 21:16 eval_success Lite evaluated: Neutral (-0.08) - -
2026-03-11 21:16 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical article about Amazon's AI-related outages, no explicit rights discussion
2026-03-11 21:16 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-11 20:08 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-11 20:08 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-11 19:51 eval_success Lite evaluated: Neutral (-0.08) - -
2026-03-11 19:51 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical article about Amazon's AI-related outages, no explicit rights discussion
2026-03-11 19:51 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-11 18:58 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-11 18:58 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-11 18:39 eval_success Lite evaluated: Neutral (-0.08) - -
2026-03-11 18:39 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical article about Amazon's AI-related outages, no explicit rights discussion
2026-03-11 18:39 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-11 17:44 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-11 17:44 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-11 17:30 eval_success Lite evaluated: Neutral (-0.08) - -
2026-03-11 17:30 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical article about Amazon's AI-related outages, no explicit rights discussion
2026-03-11 17:30 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-11 16:32 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-11 16:32 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-11 16:15 eval_success Lite evaluated: Neutral (-0.08) - -
2026-03-11 16:15 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical article about Amazon's AI-related outages, no explicit rights discussion
2026-03-11 16:15 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-11 15:05 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-11 15:05 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-11 14:49 eval_success Lite evaluated: Neutral (-0.08) - -
2026-03-11 14:49 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical article about Amazon's AI-related outages, no explicit rights discussion
2026-03-11 14:49 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-11 13:51 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-11 13:51 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-11 13:34 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical article about Amazon's AI-related outages, no explicit rights discussion
2026-03-11 04:20 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-11 04:11 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical article about Amazon's AI-related outages, no explicit rights discussion
2026-03-11 03:04 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-11 02:49 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical article about Amazon's AI-related outages, no explicit rights discussion
2026-03-11 01:20 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-11 01:12 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical article about Amazon's AI-related outages, no explicit rights discussion
2026-03-10 23:52 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-10 23:35 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical article about Amazon's AI-related outages, no explicit rights discussion
2026-03-10 22:08 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-10 21:59 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical article about Amazon's AI-related outages, no explicit rights discussion
2026-03-10 20:38 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-10 20:30 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical article about Amazon's AI-related outages, no explicit rights discussion
2026-03-10 18:40 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-10 18:31 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical article about Amazon's AI-related outages, no explicit rights discussion
2026-03-10 17:41 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical article about Amazon's AI-related outages, no explicit rights discussion
2026-03-10 17:10 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-10 17:05 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical article about Amazon's AI-related outages, no explicit rights discussion
2026-03-10 16:31 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-10 16:26 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical article about Amazon's AI-related outages, no explicit rights discussion
2026-03-10 15:54 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-10 15:51 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical article about Amazon's AI-related outages, no explicit rights discussion
2026-03-10 15:14 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical article about Amazon's AI-related outages, no explicit rights discussion
2026-03-10 15:04 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-10 14:37 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical article about Amazon's AI-related outages, no explicit rights discussion
2026-03-10 14:07 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-10 13:59 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical article about Amazon's AI-related outages, no explicit rights discussion
2026-03-10 13:25 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical article about Amazon's AI-related outages, no explicit rights discussion
2026-03-10 12:57 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-10 12:49 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical article about Amazon's AI-related outages, no explicit rights discussion
2026-03-10 09:57 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-10 09:56 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical article about Amazon's AI-related outages, no explicit rights discussion
2026-03-10 09:40 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-10 09:38 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical article about Amazon's AI-related outages, no explicit rights discussion
2026-03-10 09:23 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical article about Amazon's AI-related outages, no explicit rights discussion
2026-03-10 09:22 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-10 09:08 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical article about Amazon's AI-related outages, no explicit rights discussion
2026-03-10 09:04 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-10 08:52 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical article about Amazon's AI-related outages, no explicit rights discussion
2026-03-10 08:47 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-10 08:37 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical article about Amazon's AI-related outages, no explicit rights discussion
2026-03-10 08:29 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-10 08:22 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical article about Amazon's AI-related outages, no explicit rights discussion
2026-03-10 08:12 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-10 08:04 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical article about Amazon's AI-related outages, no explicit rights discussion
2026-03-10 07:52 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-10 07:48 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical article about Amazon's AI-related outages, no explicit rights discussion
2026-03-10 07:43 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical article about Amazon's AI-related outages, no explicit rights discussion
2026-03-10 07:34 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-10 07:25 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical article about Amazon's AI-related outages, no explicit rights discussion
2026-03-10 07:16 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-10 07:08 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical article about Amazon's AI-related outages, no explicit rights discussion
2026-03-10 06:58 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-10 06:49 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical article about Amazon's AI-related outages, no explicit rights discussion
2026-03-10 06:40 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-10 06:32 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical article about Amazon's AI-related outages, no explicit rights discussion
2026-03-10 06:19 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-10 06:11 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical article about Amazon's AI-related outages, no explicit rights discussion
2026-03-10 06:01 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-10 05:56 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
Technical article about Amazon's AI-related outages, no explicit rights discussion
2026-03-10 05:42 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive)
2026-03-10 05:41 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral)
reasoning
Technical article about Amazon's AI-related outages, no explicit rights discussion