0.00 Mathematics is undergoing the biggest change in its history (www.newscientist.com)
16 points by jonbaer 4 days ago | 8 comments on HN | Neutral ~lite vlite-1.6
Summary ~lite Science Technology Neutral
Article discusses changes in mathematics with AI integration.
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 42 HN snapshots · 23 evals
+1 0 −1 HN
Audit Trail 43 entries
2026-03-11 17:25 eval_success Lite evaluated: Neutral (-0.10) - -
2026-03-11 17:25 eval Evaluated by llama-4-scout-wai: -0.10 (Neutral) 0.00
reasoning
The article discusses changes in mathematics, specifically the integration of artificial intelligence, with no explicit
2026-03-11 17:25 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 1R - -
2026-03-11 16:23 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-11 16:23 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-11 16:05 eval_success Lite evaluated: Neutral (-0.10) - -
2026-03-11 16:05 eval Evaluated by llama-4-scout-wai: -0.10 (Neutral) 0.00
reasoning
The article discusses changes in mathematics, specifically the integration of artificial intelligence, with no explicit
2026-03-11 16:05 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 1R - -
2026-03-11 14:55 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-11 14:55 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-11 14:34 eval_success Lite evaluated: Neutral (-0.10) - -
2026-03-11 14:34 eval Evaluated by llama-4-scout-wai: -0.10 (Neutral) 0.00
reasoning
The article discusses changes in mathematics, specifically the integration of artificial intelligence, with no explicit
2026-03-11 14:34 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 1R - -
2026-03-11 13:38 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-11 13:38 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-11 13:21 eval_success Lite evaluated: Neutral (-0.10) - -
2026-03-11 13:21 eval Evaluated by llama-4-scout-wai: -0.10 (Neutral) 0.00
reasoning
The article discusses changes in mathematics, specifically the integration of artificial intelligence, with no explicit
2026-03-11 13:21 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 1R - -
2026-03-11 12:46 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-11 12:46 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-11 12:37 eval_success Lite evaluated: Neutral (-0.10) - -
2026-03-11 12:37 eval Evaluated by llama-4-scout-wai: -0.10 (Neutral) 0.00
reasoning
The article discusses changes in mathematics, specifically the integration of artificial intelligence, with no explicit
2026-03-11 12:37 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 1R - -
2026-03-11 12:06 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-11 12:06 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-11 11:57 eval_success Lite evaluated: Neutral (-0.10) - -
2026-03-11 11:57 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 1R - -
2026-03-11 11:57 eval Evaluated by llama-4-scout-wai: -0.10 (Neutral) 0.00
reasoning
The article discusses changes in mathematics, specifically the integration of artificial intelligence, with no explicit
2026-03-11 11:30 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-11 11:30 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-11 11:23 eval_success Lite evaluated: Neutral (-0.10) - -
2026-03-11 11:23 eval Evaluated by llama-4-scout-wai: -0.10 (Neutral) 0.00
reasoning
The article discusses changes in mathematics, specifically the integration of artificial intelligence, with no explicit
2026-03-11 11:23 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 1R - -
2026-03-11 10:54 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-11 10:49 eval Evaluated by llama-4-scout-wai: -0.10 (Neutral) 0.00
reasoning
The article discusses changes in mathematics, specifically the integration of artificial intelligence, with no explicit
2026-03-11 10:16 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-11 10:12 eval Evaluated by llama-4-scout-wai: -0.10 (Neutral) 0.00
reasoning
The article discusses changes in mathematics, specifically the integration of artificial intelligence, with no explicit
2026-03-11 09:37 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-11 09:34 eval Evaluated by llama-4-scout-wai: -0.10 (Neutral) 0.00
reasoning
The article discusses changes in mathematics, specifically the integration of artificial intelligence, with no explicit
2026-03-11 08:59 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-11 08:57 eval Evaluated by llama-4-scout-wai: -0.10 (Neutral) 0.00
reasoning
The article discusses changes in mathematics, specifically the integration of artificial intelligence, with no explicit
2026-03-11 08:22 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive)
2026-03-11 08:21 eval Evaluated by llama-4-scout-wai: -0.10 (Neutral)
reasoning
The article discusses changes in mathematics, specifically the integration of artificial intelligence, with no explicit