Google wins Korea map access after 20-year freeze

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

ND	Google wins Korea map access after 20-year freeze (www.koreatimes.co.kr)
	5 points by teleforce 8 days ago \| 0 comments on HN ~lite vlite-2.0

Summary ~lite

Google's access to Korea's map data sparks fears of industry wipeout.

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

Longitudinal 9 HN snapshots · 32 evals

Audit Trail 52 entries

2026-03-16 16:55	eval_success	PSQ evaluated: g-PSQ=0.086 (3 dims)	- -
2026-03-16 16:55	eval	Evaluated by llama-4-scout-wai-psq: +0.09 (Neutral) 0.00
2026-03-16 16:39	eval_success	Lite evaluated: Mild negative (-0.18)	- -
2026-03-16 16:39	eval	Evaluated by llama-4-scout-wai: -0.18 (Mild negative) 0.00
	reasoning Article discusses Google's access to Korea's map data and its implications on the geospatial industry, touching on econo
2026-03-16 16:39	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 0W 1R	- -
2026-03-16 16:18	eval_success	PSQ evaluated: g-PSQ=0.086 (3 dims)	- -
2026-03-16 16:18	eval	Evaluated by llama-4-scout-wai-psq: +0.09 (Neutral) 0.00
2026-03-16 16:03	eval_success	Lite evaluated: Mild negative (-0.18)	- -
2026-03-16 16:03	eval	Evaluated by llama-4-scout-wai: -0.18 (Mild negative) 0.00
	reasoning Article discusses Google's access to Korea's map data and its implications on the geospatial industry, touching on econo
2026-03-16 16:02	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 0W 1R	- -
2026-03-16 15:43	eval_success	PSQ evaluated: g-PSQ=0.086 (3 dims)	- -
2026-03-16 15:43	eval	Evaluated by llama-4-scout-wai-psq: +0.09 (Neutral) 0.00
2026-03-16 15:24	eval_success	Lite evaluated: Mild negative (-0.18)	- -
2026-03-16 15:24	eval	Evaluated by llama-4-scout-wai: -0.18 (Mild negative) 0.00
	reasoning Article discusses Google's access to Korea's map data and its implications on the geospatial industry, touching on econo
2026-03-16 15:24	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 0W 1R	- -
2026-03-16 15:07	eval_success	PSQ evaluated: g-PSQ=0.086 (3 dims)	- -
2026-03-16 15:07	eval	Evaluated by llama-4-scout-wai-psq: +0.09 (Neutral) 0.00
2026-03-16 14:49	eval_success	Lite evaluated: Mild negative (-0.18)	- -
2026-03-16 14:49	eval	Evaluated by llama-4-scout-wai: -0.18 (Mild negative) 0.00
	reasoning Article discusses Google's access to Korea's map data and its implications on the geospatial industry, touching on econo
2026-03-16 14:49	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 0W 1R	- -
2026-03-16 14:32	eval_success	PSQ evaluated: g-PSQ=0.086 (3 dims)	- -
2026-03-16 14:32	eval	Evaluated by llama-4-scout-wai-psq: +0.09 (Neutral) 0.00
2026-03-16 14:15	eval_success	Lite evaluated: Mild negative (-0.18)	- -
2026-03-16 14:15	eval	Evaluated by llama-4-scout-wai: -0.18 (Mild negative) 0.00
	reasoning Article discusses Google's access to Korea's map data and its implications on the geospatial industry, touching on econo
2026-03-16 14:15	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 0W 1R	- -
2026-03-16 13:56	eval_success	PSQ evaluated: g-PSQ=0.086 (3 dims)	- -
2026-03-16 13:56	eval	Evaluated by llama-4-scout-wai-psq: +0.09 (Neutral) 0.00
2026-03-16 13:37	eval_success	Lite evaluated: Mild negative (-0.18)	- -
2026-03-16 13:37	eval	Evaluated by llama-4-scout-wai: -0.18 (Mild negative) 0.00
	reasoning Article discusses Google's access to Korea's map data and its implications on the geospatial industry, touching on econo
2026-03-16 13:37	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 0W 1R	- -
2026-03-16 13:15	eval_success	PSQ evaluated: g-PSQ=0.086 (3 dims)	- -
2026-03-16 13:15	eval	Evaluated by llama-4-scout-wai-psq: +0.09 (Neutral) 0.00
2026-03-16 13:02	eval_success	Lite evaluated: Mild negative (-0.18)	- -
2026-03-16 13:02	eval	Evaluated by llama-4-scout-wai: -0.18 (Mild negative) 0.00
	reasoning Article discusses Google's access to Korea's map data and its implications on the geospatial industry, touching on econo
2026-03-16 12:38	eval	Evaluated by llama-4-scout-wai-psq: +0.09 (Neutral) 0.00
2026-03-16 12:27	eval	Evaluated by llama-4-scout-wai: -0.18 (Mild negative) 0.00
	reasoning Article discusses Google's access to Korea's map data and its implications on the geospatial industry, touching on econo
2026-03-16 12:02	eval	Evaluated by llama-4-scout-wai-psq: +0.09 (Neutral) 0.00
2026-03-16 11:52	eval	Evaluated by llama-4-scout-wai: -0.18 (Mild negative) 0.00
	reasoning Article discusses Google's access to Korea's map data and its implications on the geospatial industry, touching on econo
2026-03-16 11:24	eval	Evaluated by llama-4-scout-wai-psq: +0.09 (Neutral) 0.00
2026-03-16 11:17	eval	Evaluated by llama-4-scout-wai: -0.18 (Mild negative) 0.00
	reasoning Article discusses Google's access to Korea's map data and its implications on the geospatial industry, touching on econo
2026-03-16 10:45	eval	Evaluated by llama-4-scout-wai-psq: +0.09 (Neutral) 0.00
2026-03-16 10:39	eval	Evaluated by llama-4-scout-wai: -0.18 (Mild negative) 0.00
	reasoning Article discusses Google's access to Korea's map data and its implications on the geospatial industry, touching on econo
2026-03-16 10:04	eval	Evaluated by llama-4-scout-wai-psq: +0.09 (Neutral) 0.00
2026-03-16 10:02	eval	Evaluated by llama-4-scout-wai: -0.18 (Mild negative) 0.00
	reasoning Article discusses Google's access to Korea's map data and its implications on the geospatial industry, touching on econo
2026-03-16 09:24	eval	Evaluated by llama-4-scout-wai-psq: +0.09 (Neutral) 0.00
2026-03-16 09:23	eval	Evaluated by llama-4-scout-wai: -0.18 (Mild negative) 0.00
	reasoning Article discusses Google's access to Korea's map data and its implications on the geospatial industry, touching on econo
2026-03-16 08:45	eval	Evaluated by llama-4-scout-wai-psq: +0.09 (Neutral) 0.00
2026-03-16 08:44	eval	Evaluated by llama-4-scout-wai: -0.18 (Mild negative) 0.00
	reasoning Article discusses Google's access to Korea's map data and its implications on the geospatial industry, touching on econo
2026-03-16 08:09	eval	Evaluated by llama-4-scout-wai-psq: +0.09 (Neutral) 0.00
2026-03-16 08:08	eval	Evaluated by llama-4-scout-wai: -0.18 (Mild negative) 0.00
	reasoning Article discusses Google's access to Korea's map data and its implications on the geospatial industry, touching on econo
2026-03-16 07:32	eval	Evaluated by llama-4-scout-wai-psq: +0.09 (Neutral)
2026-03-16 07:31	eval	Evaluated by llama-4-scout-wai: -0.18 (Mild negative)
	reasoning Article discusses Google's access to Korea's map data and its implications on the geospatial industry, touching on econo

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