National Academies of Sciences says no to demands it remove climate info

Alpha This system is experimental. Scores and classifications are early-stage research and may be unreliable. Methodology →

Model: @cf/meta/llama-4-scout-17b-16e-instruct lite ND @cf/meta/llama-4-scout-17b-16e-instruct lite +0.10 @cf/meta/llama-3.3-70b-instruct-fp8-fast lite ND @cf/meta/llama-3.3-70b-instruct-fp8-fast lite +0.20 Compare

ND	National Academies of Sciences says no to demands it remove climate info (arstechnica.com)
	62 points by Brajeshwar 8 days ago \| 7 comments on HN ~lite vlite-2.0

Summary ~lite

Article discusses National Academies of Sciences resisting pressure to remove climate info.

Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available

Longitudinal 141 HN snapshots · 40 evals

Audit Trail 60 entries

2026-03-18 19:57	eval_skip	Content gate: age_gate	- -
2026-03-18 07:39	eval_success	PSQ evaluated: g-PSQ=0.280 (3 dims)	- -
2026-03-18 07:39	eval	Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-18 07:15	eval_success	Lite evaluated: Neutral (-0.04)	- -
2026-03-18 07:15	eval	Evaluated by llama-4-scout-wai: -0.04 (Neutral) 0.00
	reasoning Article discusses climate info, science, and resistance to removal demands
2026-03-18 07:02	eval_success	PSQ evaluated: g-PSQ=0.280 (3 dims)	- -
2026-03-18 07:02	eval	Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-18 06:40	eval_success	Lite evaluated: Neutral (-0.04)	- -
2026-03-18 06:40	eval	Evaluated by llama-4-scout-wai: -0.04 (Neutral) -0.12
	reasoning Article discusses climate info, science, and resistance to removal demands
2026-03-18 06:25	eval_success	PSQ evaluated: g-PSQ=0.280 (3 dims)	- -
2026-03-18 06:25	eval	Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-18 06:05	eval_success	Lite evaluated: Neutral (0.09)	- -
2026-03-18 06:05	eval	Evaluated by llama-4-scout-wai: +0.09 (Neutral) 0.00
	reasoning Article discusses climate info, science, and resistance to removal demands
2026-03-18 06:05	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 0W 1R	- -
2026-03-18 05:46	eval_success	PSQ evaluated: g-PSQ=0.280 (3 dims)	- -
2026-03-18 05:46	eval	Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-18 05:29	eval_success	Lite evaluated: Neutral (0.09)	- -
2026-03-18 05:29	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 0W 1R	- -
2026-03-18 05:29	eval	Evaluated by llama-4-scout-wai: +0.09 (Neutral) +0.12
	reasoning Article discusses climate info, science, and resistance to removal demands
2026-03-18 05:10	eval_success	PSQ evaluated: g-PSQ=0.280 (3 dims)	- -
2026-03-18 05:10	eval	Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-18 04:52	eval_success	Lite evaluated: Neutral (-0.04)	- -
2026-03-18 04:52	eval	Evaluated by llama-4-scout-wai: -0.04 (Neutral) 0.00
	reasoning Article discusses climate info, science, and resistance to removal demands
2026-03-18 04:33	eval_success	PSQ evaluated: g-PSQ=0.280 (3 dims)	- -
2026-03-18 04:33	eval	Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-18 04:17	eval_success	Lite evaluated: Neutral (-0.04)	- -
2026-03-18 04:17	eval	Evaluated by llama-4-scout-wai: -0.04 (Neutral) 0.00
	reasoning Article discusses climate info, science, and resistance to removal demands
2026-03-18 03:55	eval_success	PSQ evaluated: g-PSQ=0.280 (3 dims)	- -
2026-03-18 03:55	eval	Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-18 03:37	eval_success	Lite evaluated: Neutral (-0.04)	- -
2026-03-18 03:37	eval	Evaluated by llama-4-scout-wai: -0.04 (Neutral) 0.00
	reasoning Article discusses climate info, science, and resistance to removal demands
2026-03-18 03:02	eval_success	PSQ evaluated: g-PSQ=0.280 (3 dims)	- -
2026-03-18 03:02	eval	Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-18 02:34	eval_success	Lite evaluated: Neutral (-0.04)	- -
2026-03-18 02:34	eval	Evaluated by llama-4-scout-wai: -0.04 (Neutral) -0.12
	reasoning Article discusses climate info, science, and resistance to removal demands
2026-03-18 01:03	eval_success	PSQ evaluated: g-PSQ=0.280 (3 dims)	- -
2026-03-18 01:03	eval	Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-18 00:50	eval	Evaluated by llama-4-scout-wai: +0.09 (Neutral) +0.12
	reasoning Article discusses climate info, science, and resistance to removal demands
2026-03-18 00:23	eval	Evaluated by llama-3.3-70b-wai-psq: +0.28 (Mild positive)
2026-03-18 00:19	eval	Evaluated by llama-3.3-70b-wai: +0.03 (Neutral)
	reasoning Science article on climate info
2026-03-17 23:43	eval	Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-17 23:18	eval	Evaluated by llama-4-scout-wai: -0.04 (Neutral) 0.00
	reasoning Article discusses climate info, science, and resistance to removal demands
2026-03-17 22:31	eval	Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-17 22:09	eval	Evaluated by llama-4-scout-wai: -0.04 (Neutral) 0.00
	reasoning Article discusses climate info, science, and resistance to removal demands
2026-03-17 21:13	eval	Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-17 20:59	eval	Evaluated by llama-4-scout-wai: -0.04 (Neutral) 0.00
	reasoning Article discusses climate info, science, and resistance to removal demands
2026-03-17 19:59	eval	Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-17 19:49	eval	Evaluated by llama-4-scout-wai: -0.04 (Neutral) 0.00
	reasoning Article discusses climate info, science, and resistance to removal demands
2026-03-17 18:47	eval	Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-17 18:37	eval	Evaluated by llama-4-scout-wai: -0.04 (Neutral) 0.00
	reasoning Article discusses climate info, science, and resistance to removal demands
2026-03-17 18:06	eval	Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-17 17:58	eval	Evaluated by llama-4-scout-wai: -0.04 (Neutral) 0.00
	reasoning Article discusses climate info, science, and resistance to removal demands
2026-03-17 17:20	eval	Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-17 17:15	eval	Evaluated by llama-4-scout-wai: -0.04 (Neutral) -0.12
	reasoning Article discusses climate info, science, and resistance to removal demands
2026-03-17 16:40	eval	Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-17 16:37	eval	Evaluated by llama-4-scout-wai: +0.09 (Neutral) 0.00
	reasoning Article discusses climate info, science, and resistance to removal demands
2026-03-17 16:06	eval	Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-17 16:03	eval	Evaluated by llama-4-scout-wai: +0.09 (Neutral) 0.00
	reasoning Article discusses climate info, science, and resistance to removal demands
2026-03-17 15:26	eval	Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive)
2026-03-17 15:24	eval	Evaluated by llama-4-scout-wai: +0.09 (Neutral)
	reasoning Article discusses climate info, science, and resistance to removal demands

build ee2b489+gzrb · deployed 2026-03-10 22:52 UTC · evaluated 2026-03-16 02:03:38 UTC