ND We Stopped Using the Mathematics That Works (gfrm.in)
88 points by slygent 2 days ago | 45 comments on HN ~lite vlite-2.0
Summary ~lite
The article discusses why decision theory stopped being widely used in AI, citing path dependence, disciplinary silos, and the convenience of not specifying objectives.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
Longitudinal 67 HN snapshots · 32 evals
+1 0 −1 HN
Audit Trail 52 entries
2026-03-10 04:33 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-10 04:33 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-10 04:25 eval_success Lite evaluated: Neutral (-0.08) - -
2026-03-10 04:25 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
The content discusses the history of artificial intelligence, specifically why decision theory stopped being widely used
2026-03-10 04:25 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 1R - -
2026-03-09 17:09 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-09 17:09 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-09 17:01 eval_success Lite evaluated: Neutral (-0.08) - -
2026-03-09 17:01 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
The content discusses the history of artificial intelligence, specifically why decision theory stopped being widely used
2026-03-09 17:01 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 1R - -
2026-03-09 16:51 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-09 16:51 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-09 16:43 eval_success Lite evaluated: Neutral (-0.08) - -
2026-03-09 16:43 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
The content discusses the history of artificial intelligence, specifically why decision theory stopped being widely used
2026-03-09 16:43 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 1R - -
2026-03-09 16:31 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-09 16:31 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-09 16:25 eval_success Lite evaluated: Neutral (-0.08) - -
2026-03-09 16:25 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
The content discusses the history of artificial intelligence, specifically why decision theory stopped being widely used
2026-03-09 16:25 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 1R - -
2026-03-09 16:10 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-09 16:10 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-09 16:08 eval_success Lite evaluated: Neutral (-0.08) - -
2026-03-09 16:08 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
The content discusses the history of artificial intelligence, specifically why decision theory stopped being widely used
2026-03-09 16:08 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 1R - -
2026-03-09 15:52 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-09 15:52 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-09 15:49 eval_success Lite evaluated: Neutral (-0.08) - -
2026-03-09 15:49 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
The content discusses the history of artificial intelligence, specifically why decision theory stopped being widely used
2026-03-09 15:49 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 1R - -
2026-03-09 15:34 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-09 15:34 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-09 15:33 eval_success Lite evaluated: Neutral (-0.08) - -
2026-03-09 15:33 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
The content discusses the history of artificial intelligence, specifically why decision theory stopped being widely used
2026-03-09 15:18 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-09 15:16 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
The content discusses the history of artificial intelligence, specifically why decision theory stopped being widely used
2026-03-09 14:47 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-09 14:43 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
The content discusses the history of artificial intelligence, specifically why decision theory stopped being widely used
2026-03-09 14:29 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-09 14:27 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
The content discusses the history of artificial intelligence, specifically why decision theory stopped being widely used
2026-03-09 14:13 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-09 14:11 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
The content discusses the history of artificial intelligence, specifically why decision theory stopped being widely used
2026-03-09 13:55 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-09 13:54 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
The content discusses the history of artificial intelligence, specifically why decision theory stopped being widely used
2026-03-09 13:37 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-09 13:36 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
The content discusses the history of artificial intelligence, specifically why decision theory stopped being widely used
2026-03-09 13:19 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-09 13:18 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
The content discusses the history of artificial intelligence, specifically why decision theory stopped being widely used
2026-03-09 13:02 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-09 13:01 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
The content discusses the history of artificial intelligence, specifically why decision theory stopped being widely used
2026-03-09 12:43 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive)
2026-03-09 12:43 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral)
reasoning
The content discusses the history of artificial intelligence, specifically why decision theory stopped being widely used