0.00 Amazon finds out AI programming isn't all it's cracked up to be (www.computerworld.com)
21 points by CrankyBear 7 days ago | 2 comments on HN | Moderate negative ~lite vlite-1.6
Summary ~lite Technology Neutral
Amazon's experience with AI programming is discussed
EQ 0.50
SO 0.00
TD 0.00
Lite evaluation by llama-4-scout-wai · editorial channel only · no per-section breakdown available
Longitudinal 6 HN snapshots · 48 evals
+1 0 −1 HN
Audit Trail 68 entries
2026-03-18 03:12 eval_success Lite evaluated: Moderate negative (-0.40) - -
2026-03-18 03:12 eval Evaluated by llama-4-scout-wai: -0.40 (Moderate negative) 0.00
reasoning
Tech article about AI programming, no explicit rights discussion
2026-03-18 03:12 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-18 02:25 eval_success PSQ evaluated: g-PSQ=-0.040 (3 dims) - -
2026-03-18 02:25 eval Evaluated by llama-4-scout-wai-psq: -0.04 (Neutral) 0.00
2026-03-18 01:18 eval_success Lite evaluated: Moderate negative (-0.40) - -
2026-03-18 01:18 eval Evaluated by llama-4-scout-wai: -0.40 (Moderate negative) 0.00
reasoning
Tech article about AI programming, no explicit rights discussion
2026-03-18 01:18 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-18 00:41 eval_success PSQ evaluated: g-PSQ=-0.040 (3 dims) - -
2026-03-18 00:41 eval Evaluated by llama-4-scout-wai-psq: -0.04 (Neutral) -0.16
2026-03-17 23:53 eval_success Lite evaluated: Moderate negative (-0.40) - -
2026-03-17 23:53 eval Evaluated by llama-4-scout-wai: -0.40 (Moderate negative) 0.00
reasoning
Tech article about AI programming, no explicit rights discussion
2026-03-17 23:53 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-17 23:01 eval_success PSQ evaluated: g-PSQ=0.120 (3 dims) - -
2026-03-17 23:01 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-17 22:41 eval_success Lite evaluated: Moderate negative (-0.40) - -
2026-03-17 22:41 eval Evaluated by llama-4-scout-wai: -0.40 (Moderate negative) 0.00
reasoning
Tech article about AI programming, no explicit rights discussion
2026-03-17 22:41 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-17 21:47 eval_success PSQ evaluated: g-PSQ=0.120 (3 dims) - -
2026-03-17 21:47 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) +0.16
2026-03-17 21:26 eval_success Lite evaluated: Moderate negative (-0.40) - -
2026-03-17 21:26 eval Evaluated by llama-4-scout-wai: -0.40 (Moderate negative) 0.00
reasoning
Tech article about AI programming, no explicit rights discussion
2026-03-17 21:26 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-17 20:28 eval_success PSQ evaluated: g-PSQ=-0.040 (3 dims) - -
2026-03-17 20:28 eval Evaluated by llama-4-scout-wai-psq: -0.04 (Neutral) -0.16
2026-03-17 20:11 eval_success Lite evaluated: Moderate negative (-0.40) - -
2026-03-17 20:11 eval Evaluated by llama-4-scout-wai: -0.40 (Moderate negative) 0.00
reasoning
Tech article about AI programming, no explicit rights discussion
2026-03-17 20:11 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-17 19:17 eval_success PSQ evaluated: g-PSQ=0.120 (3 dims) - -
2026-03-17 19:17 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) +0.16
2026-03-17 18:59 eval_success Lite evaluated: Moderate negative (-0.40) - -
2026-03-17 18:59 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-17 18:59 eval Evaluated by llama-4-scout-wai: -0.40 (Moderate negative) 0.00
reasoning
Tech article about AI programming, no explicit rights discussion
2026-03-17 12:25 eval Evaluated by llama-4-scout-wai: -0.40 (Moderate negative) 0.00
reasoning
Tech article about AI programming, no explicit rights discussion
2026-03-17 12:04 eval Evaluated by llama-4-scout-wai-psq: -0.04 (Neutral) -0.16
2026-03-17 11:50 eval Evaluated by llama-4-scout-wai: -0.40 (Moderate negative) 0.00
reasoning
Tech article about AI programming, no explicit rights discussion
2026-03-17 11:26 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) +0.16
2026-03-17 11:12 eval Evaluated by llama-4-scout-wai: -0.40 (Moderate negative) 0.00
reasoning
Tech article about AI programming, no explicit rights discussion
2026-03-17 10:49 eval Evaluated by llama-4-scout-wai-psq: -0.04 (Neutral) -0.16
2026-03-17 10:36 eval Evaluated by llama-4-scout-wai: -0.40 (Moderate negative) 0.00
reasoning
Tech article about AI programming, no explicit rights discussion
2026-03-17 10:10 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) +0.16
2026-03-17 09:57 eval Evaluated by llama-4-scout-wai: -0.40 (Moderate negative) 0.00
reasoning
Tech article about AI programming, no explicit rights discussion
2026-03-17 09:30 eval Evaluated by llama-4-scout-wai-psq: -0.04 (Neutral) -0.16
2026-03-17 09:19 eval Evaluated by llama-4-scout-wai: -0.40 (Moderate negative) 0.00
reasoning
Tech article about AI programming, no explicit rights discussion
2026-03-17 08:54 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-17 08:42 eval Evaluated by llama-4-scout-wai: -0.40 (Moderate negative) 0.00
reasoning
Tech article about AI programming, no explicit rights discussion
2026-03-17 08:18 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-17 08:06 eval Evaluated by llama-4-scout-wai: -0.40 (Moderate negative) 0.00
reasoning
Tech article about AI programming, no explicit rights discussion
2026-03-17 07:43 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) +0.16
2026-03-17 07:32 eval Evaluated by llama-4-scout-wai: -0.40 (Moderate negative) 0.00
reasoning
Tech article about AI programming, no explicit rights discussion
2026-03-17 07:07 eval Evaluated by llama-4-scout-wai-psq: -0.04 (Neutral) -0.16
2026-03-17 06:57 eval Evaluated by llama-4-scout-wai: -0.40 (Moderate negative) 0.00
reasoning
Tech article about AI programming, no explicit rights discussion
2026-03-17 06:30 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-17 06:22 eval Evaluated by llama-4-scout-wai: -0.40 (Moderate negative) 0.00
reasoning
Tech article about AI programming, no explicit rights discussion
2026-03-17 05:54 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-17 05:46 eval Evaluated by llama-4-scout-wai: -0.40 (Moderate negative) 0.00
reasoning
Tech article about AI programming, no explicit rights discussion
2026-03-17 05:18 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-17 05:10 eval Evaluated by llama-4-scout-wai: -0.40 (Moderate negative) 0.00
reasoning
Tech article about AI programming, no explicit rights discussion
2026-03-17 04:41 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) +0.16
2026-03-17 04:35 eval Evaluated by llama-4-scout-wai: -0.40 (Moderate negative) 0.00
reasoning
Tech article about AI programming, no explicit rights discussion
2026-03-17 04:02 eval Evaluated by llama-4-scout-wai-psq: -0.04 (Neutral) 0.00
2026-03-17 04:00 eval Evaluated by llama-4-scout-wai: -0.40 (Moderate negative) 0.00
reasoning
Tech article about AI programming, no explicit rights discussion
2026-03-17 03:25 eval Evaluated by llama-4-scout-wai-psq: -0.04 (Neutral) 0.00
2026-03-17 03:25 eval Evaluated by llama-4-scout-wai: -0.40 (Moderate negative) 0.00
reasoning
Tech article about AI programming, no explicit rights discussion
2026-03-17 01:01 eval Evaluated by llama-4-scout-wai-psq: -0.04 (Neutral)
2026-03-17 01:01 eval Evaluated by llama-4-scout-wai: -0.40 (Moderate negative)
reasoning
Tech article about AI programming, no explicit rights discussion
2026-03-17 00:22 eval Evaluated by llama-3.3-70b-wai-psq: -0.24 (Mild negative)
2026-03-17 00:18 eval Evaluated by llama-3.3-70b-wai: -0.40 (Moderate negative)
reasoning
Technical article, neutral rights stance