Rubin Observatory found 800k objects of interest in a single night`

Model: @cf/meta/llama-4-scout-17b-16e-instruct lite 0.00 @cf/meta/llama-3.3-70b-instruct-fp8-fast lite 0.00 deepseek/deepseek-v3.2-20251201 ND Compare

0.00	Rubin Observatory found 800k objects of interest in a single night` (www.livescience.com)
	13 points by throw0101c 2 days ago \| 0 comments on HN \| Neutral ~lite vlite-1.4

Summary ~lite Scientific Discovery Neutral

Report on Vera C. Rubin Observatory's discovery of 800,000 objects of interest in a single night.

EQ 0.50

SO 0.50

TD 0.50

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

Longitudinal 35 HN snapshots · 70 evals

Audit Trail 90 entries

2026-03-02 16:42	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-02 16:42	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning ED, neutral astronomy report
2026-03-02 16:37	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-02 16:37	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning ED, neutral astronomy report
2026-03-02 16:29	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-02 16:29	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Tech news no rights stance
2026-03-01 18:27	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-01 18:27	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
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2026-03-01 17:33	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-01 17:33	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning ED, neutral astronomy report
2026-03-01 17:18	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-01 17:18	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
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2026-03-01 16:14	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-01 16:14	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning ED, neutral astronomy report
2026-03-01 16:03	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-01 16:03	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
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2026-03-01 15:59	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-01 15:59	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Tech news no rights stance
2026-03-01 15:58	rater_validation_fail	Parse failure for model deepseek-v3.2: Error: Failed to parse OpenRouter JSON: SyntaxError: Expected ',' or '}' after property value in JSON at position 17655 (line 387 column 4). Extracted text starts with: { "schema_version": "3.7",	- -
2026-03-01 15:58	eval_retry	OpenRouter output truncated at 4096 tokens	- -
2026-03-01 15:33	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-01 15:33	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning ED, neutral astronomy report
2026-03-01 14:55	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-01 14:55	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Tech news no rights stance
2026-03-01 14:25	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-01 14:25	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning ED, neutral astronomy report
2026-03-01 14:20	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-01 14:20	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning ED, neutral astronomy report
2026-03-01 14:11	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-01 14:11	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Tech news no rights stance
2026-03-01 13:32	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-01 13:32	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning ED, neutral astronomy report
2026-03-01 13:23	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-01 13:23	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Tech news no rights stance
2026-03-01 12:51	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-01 12:51	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning ED, neutral astronomy report
2026-03-01 12:46	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-01 12:46	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
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2026-03-01 12:10	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning ED, neutral astronomy report
2026-03-01 12:06	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
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2026-03-01 11:25	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning ED, neutral astronomy report
2026-03-01 11:21	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning ED, neutral astronomy report
2026-03-01 11:18	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
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2026-03-01 04:16	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
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2026-03-01 04:04	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning ED, neutral astronomy report
2026-03-01 03:25	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
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2026-03-01 03:21	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Tech news no rights stance
2026-03-01 03:13	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning ED, neutral astronomy report
2026-03-01 03:08	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning ED, neutral astronomy report
2026-03-01 02:49	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
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2026-03-01 02:42	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
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2026-03-01 02:27	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning ED, neutral astronomy report
2026-03-01 01:54	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
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2026-03-01 01:38	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning ED, neutral astronomy report
2026-03-01 01:19	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
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2026-03-01 01:13	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
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2026-03-01 00:59	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning ED, neutral astronomy report
2026-03-01 00:23	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
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2026-03-01 00:08	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning ED, neutral astronomy report
2026-02-28 23:37	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
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2026-02-28 23:17	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning ED, neutral astronomy report
2026-02-28 23:11	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning ED, neutral astronomy report
2026-02-28 22:39	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
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2026-02-28 22:34	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Tech news no rights stance
2026-02-28 22:16	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning ED, neutral astronomy report
2026-02-28 22:11	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning ED, neutral astronomy report
2026-02-28 21:54	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
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2026-02-28 21:28	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning ED, neutral astronomy report
2026-02-28 21:06	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
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2026-02-28 20:42	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning ED, neutral astronomy report
2026-02-28 20:12	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
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2026-02-28 19:53	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning ED, neutral astronomy report
2026-02-28 19:25	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
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2026-02-28 19:06	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning ED, neutral astronomy report
2026-02-28 18:43	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
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2026-02-28 18:28	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning ED, neutral astronomy report
2026-02-28 18:23	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning ED, neutral astronomy report
2026-02-28 18:18	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
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2026-02-28 18:14	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
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2026-02-28 17:58	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning ED, neutral astronomy report
2026-02-28 17:53	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning ED, neutral astronomy report
2026-02-28 17:50	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
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2026-02-28 17:27	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning ED, neutral astronomy report
2026-02-28 17:26	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
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2026-02-28 17:22	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning ED, neutral astronomy report
2026-02-28 17:21	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
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2026-02-28 16:55	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning ED, neutral astronomy report
2026-02-28 16:54	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
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2026-02-28 16:30	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral)
	reasoning ED, neutral astronomy report
2026-02-28 16:29	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral)
	reasoning Tech news no rights stance

build 79ce50f+y5x3 · deployed 2026-03-02 16:20 UTC · evaluated 2026-03-02 17:03:03 UTC