It's time to speak out against unchecked growth of satellite mega constellations

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Model: @cf/meta/llama-4-scout-17b-16e-instruct lite ND @cf/meta/llama-4-scout-17b-16e-instruct lite +0.30 @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	It's time to speak out against unchecked growth of satellite mega constellations (www.scientificamerican.com)
	39 points by randycupertino 4 days ago \| 15 comments on HN ~lite vlite-2.0

Summary ~lite

Article warns about environmental and astronomical impacts of satellite mega constellations.

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

Longitudinal 42 HN snapshots · 29 evals

Audit Trail 49 entries

2026-03-11 16:28	eval_success	PSQ evaluated: g-PSQ=0.210 (3 dims)	- -
2026-03-11 16:28	eval	Evaluated by llama-4-scout-wai-psq: +0.21 (Mild positive) 0.00
2026-03-11 16:18	eval_success	Lite evaluated: Mild positive (0.26)	- -
2026-03-11 16:18	eval	Evaluated by llama-4-scout-wai: +0.26 (Mild positive) 0.00
	reasoning The article discusses the environmental and astronomical impacts of satellite mega constellations, implicitly referencin
2026-03-11 16:18	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 0W 1R	- -
2026-03-11 14:59	eval_success	PSQ evaluated: g-PSQ=0.210 (3 dims)	- -
2026-03-11 14:59	eval	Evaluated by llama-4-scout-wai-psq: +0.21 (Mild positive) 0.00
2026-03-11 14:43	eval_success	Lite evaluated: Mild positive (0.26)	- -
2026-03-11 14:43	eval	Evaluated by llama-4-scout-wai: +0.26 (Mild positive) 0.00
	reasoning The article discusses the environmental and astronomical impacts of satellite mega constellations, implicitly referencin
2026-03-11 14:43	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 0W 1R	- -
2026-03-11 13:47	eval_success	PSQ evaluated: g-PSQ=0.210 (3 dims)	- -
2026-03-11 13:47	eval	Evaluated by llama-4-scout-wai-psq: +0.21 (Mild positive) 0.00
2026-03-11 13:29	eval_success	Lite evaluated: Mild positive (0.26)	- -
2026-03-11 13:29	eval	Evaluated by llama-4-scout-wai: +0.26 (Mild positive) +0.04
	reasoning The article discusses the environmental and astronomical impacts of satellite mega constellations, implicitly referencin
2026-03-11 13:29	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 0W 1R	- -
2026-03-11 05:07	eval_success	Lite evaluated: Mild positive (0.22)	- -
2026-03-11 05:07	eval	Evaluated by llama-4-scout-wai: +0.22 (Mild positive) -0.04
	reasoning The article discusses the environmental and astronomical impacts of satellite mega constellations, implicitly referencin
2026-03-11 05:07	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 0W 1R	- -
2026-03-11 04:31	eval_success	PSQ evaluated: g-PSQ=0.210 (3 dims)	- -
2026-03-11 04:31	eval	Evaluated by llama-4-scout-wai-psq: +0.21 (Mild positive) 0.00
2026-03-11 03:56	eval_success	Lite evaluated: Mild positive (0.26)	- -
2026-03-11 03:56	eval	Evaluated by llama-4-scout-wai: +0.26 (Mild positive) 0.00
	reasoning The article discusses the environmental and astronomical impacts of satellite mega constellations, implicitly referencin
2026-03-11 03:56	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 0W 1R	- -
2026-03-11 03:17	eval_success	PSQ evaluated: g-PSQ=0.210 (3 dims)	- -
2026-03-11 03:17	eval	Evaluated by llama-4-scout-wai-psq: +0.21 (Mild positive) 0.00
2026-03-11 02:40	eval_success	Lite evaluated: Mild positive (0.26)	- -
2026-03-11 02:40	eval	Evaluated by llama-4-scout-wai: +0.26 (Mild positive) 0.00
	reasoning The article discusses the environmental and astronomical impacts of satellite mega constellations, implicitly referencin
2026-03-11 02:40	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 0W 1R	- -
2026-03-11 02:02	eval_success	PSQ evaluated: g-PSQ=0.210 (3 dims)	- -
2026-03-11 02:02	eval	Evaluated by llama-4-scout-wai-psq: +0.21 (Mild positive) 0.00
2026-03-11 01:37	eval_success	Lite evaluated: Mild positive (0.26)	- -
2026-03-11 01:37	eval	Evaluated by llama-4-scout-wai: +0.26 (Mild positive) 0.00
	reasoning The article discusses the environmental and astronomical impacts of satellite mega constellations, implicitly referencin
2026-03-11 01:37	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 0W 1R	- -
2026-03-11 00:57	eval	Evaluated by llama-4-scout-wai-psq: +0.21 (Mild positive) 0.00
2026-03-11 00:49	eval	Evaluated by llama-4-scout-wai: +0.26 (Mild positive) 0.00
	reasoning The article discusses the environmental and astronomical impacts of satellite mega constellations, implicitly referencin
2026-03-11 00:30	eval	Evaluated by llama-3.3-70b-wai-psq: +0.29 (Mild positive)
2026-03-11 00:26	eval	Evaluated by llama-3.3-70b-wai: +0.04 (Neutral)
	reasoning Editorial against satellite mega constellations
2026-03-10 23:06	eval	Evaluated by llama-4-scout-wai-psq: +0.21 (Mild positive) 0.00
2026-03-10 22:53	eval	Evaluated by llama-4-scout-wai: +0.26 (Mild positive) 0.00
	reasoning The article discusses the environmental and astronomical impacts of satellite mega constellations, implicitly referencin
2026-03-10 22:35	eval	Evaluated by llama-4-scout-wai-psq: +0.21 (Mild positive) 0.00
2026-03-10 22:29	eval	Evaluated by llama-4-scout-wai: +0.26 (Mild positive) 0.00
	reasoning The article discusses the environmental and astronomical impacts of satellite mega constellations, implicitly referencin
2026-03-10 22:16	eval	Evaluated by llama-4-scout-wai-psq: +0.21 (Mild positive) 0.00
2026-03-10 22:11	eval	Evaluated by llama-4-scout-wai: +0.26 (Mild positive) 0.00
	reasoning The article discusses the environmental and astronomical impacts of satellite mega constellations, implicitly referencin
2026-03-10 21:40	eval	Evaluated by llama-4-scout-wai-psq: +0.21 (Mild positive) 0.00
2026-03-10 21:38	eval	Evaluated by llama-4-scout-wai: +0.26 (Mild positive) 0.00
	reasoning The article discusses the environmental and astronomical impacts of satellite mega constellations, implicitly referencin
2026-03-10 21:22	eval	Evaluated by llama-4-scout-wai-psq: +0.21 (Mild positive) 0.00
2026-03-10 21:21	eval	Evaluated by llama-4-scout-wai: +0.26 (Mild positive) 0.00
	reasoning The article discusses the environmental and astronomical impacts of satellite mega constellations, implicitly referencin
2026-03-10 21:03	eval	Evaluated by llama-4-scout-wai-psq: +0.21 (Mild positive)
2026-03-10 21:03	eval	Evaluated by llama-4-scout-wai: +0.26 (Mild positive)
	reasoning The article discusses the environmental and astronomical impacts of satellite mega constellations, implicitly referencin

build ee2b489+gzrb · deployed 2026-03-10 22:52 UTC · evaluated 2026-03-08 02:36:46 UTC