ND Oil's price spike is bad news for power-hungry AI (www.businessinsider.com)
9 points by specproc 5 days ago | 0 comments on HN ~lite vlite-2.0
Summary ~lite
Article discusses oil price spikes' impact on AI, no threatening tone.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
Longitudinal 2 HN snapshots · 22 evals
+1 0 −1 HN
Audit Trail 42 entries
2026-03-12 06:04 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-12 06:04 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-12 05:49 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-12 05:49 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article about oil prices and AI, no explicit rights discussion
2026-03-12 05:49 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-12 05:26 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-12 05:26 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) -0.16
2026-03-12 05:12 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-12 05:12 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article about oil prices and AI, no explicit rights discussion
2026-03-12 05:12 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-12 04:50 eval_success PSQ evaluated: g-PSQ=0.440 (3 dims) - -
2026-03-12 04:50 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) +0.16
2026-03-12 04:37 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-12 04:37 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article about oil prices and AI, no explicit rights discussion
2026-03-12 04:37 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-12 04:14 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-12 04:14 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) -0.16
2026-03-12 04:03 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-12 04:03 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article about oil prices and AI, no explicit rights discussion
2026-03-12 04:03 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-12 03:37 eval_success PSQ evaluated: g-PSQ=0.440 (3 dims) - -
2026-03-12 03:37 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) +0.16
2026-03-12 03:27 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-12 03:27 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article about oil prices and AI, no explicit rights discussion
2026-03-12 03:27 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-12 02:59 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-12 02:59 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) -0.16
2026-03-12 02:50 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-12 02:50 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article about oil prices and AI, no explicit rights discussion
2026-03-12 02:50 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-12 02:23 eval_success PSQ evaluated: g-PSQ=0.440 (3 dims) - -
2026-03-12 02:23 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-12 02:14 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-12 02:14 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article about oil prices and AI, no explicit rights discussion
2026-03-12 01:42 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) +0.16
2026-03-12 01:37 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article about oil prices and AI, no explicit rights discussion
2026-03-12 01:20 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-12 01:19 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical article about oil prices and AI, no explicit rights discussion
2026-03-12 00:53 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive)
2026-03-12 00:53 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral)
reasoning
Technical article about oil prices and AI, no explicit rights discussion
2026-03-12 00:22 eval Evaluated by llama-3.3-70b-wai-psq: -0.24 (Mild negative)
2026-03-12 00:18 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral)
reasoning
Technical content, no rights discussion