Show HN: Oku – One tab to filter out noise from feeds and content sources — Pending

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 0.00 @cf/meta/llama-3.3-70b-instruct-fp8-fast lite ND @cf/meta/llama-3.3-70b-instruct-fp8-fast lite 0.00 Compare

ND	Show HN: Oku – One tab to filter out noise from feeds and content sources (oku.io)
	17 points by oan 9 days ago \| 6 comments on HN ~lite vlite-2.0

Summary ~lite

The website presents a product to filter out noise from online feeds and content sources.

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

Longitudinal 618 HN snapshots · 42 evals

Audit Trail 62 entries

2026-03-23 03:56	eval_success	PSQ evaluated: g-PSQ=0.600 (3 dims)	- -
2026-03-23 03:56	eval	Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-23 03:11	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-23 03:11	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Technical product page with no explicit human rights discussion
2026-03-23 03:11	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 1W 0R	- -
2026-03-23 02:46	eval_success	PSQ evaluated: g-PSQ=0.600 (3 dims)	- -
2026-03-23 02:46	eval	Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-23 02:09	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-23 02:09	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 1W 0R	- -
2026-03-23 02:09	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Technical product page with no explicit human rights discussion
2026-03-23 01:16	eval_success	PSQ evaluated: g-PSQ=0.600 (3 dims)	- -
2026-03-23 01:16	eval	Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-23 00:58	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-23 00:58	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 1W 0R	- -
2026-03-23 00:58	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Technical product page with no explicit human rights discussion
2026-03-23 00:28	eval_success	PSQ evaluated: g-PSQ=0.284 (3 dims)	- -
2026-03-23 00:28	eval	Evaluated by llama-3.3-70b-wai-psq: +0.28 (Mild positive)
2026-03-23 00:24	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-23 00:24	rater_validation_warn	Lite validation warnings for model llama-3.3-70b-wai: 1W 0R	- -
2026-03-23 00:24	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral)
	reasoning Landing page with no rights discussion
2026-03-22 23:35	eval_success	PSQ evaluated: g-PSQ=0.600 (3 dims)	- -
2026-03-22 23:35	eval	Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-22 23:17	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-22 23:17	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Technical product page with no explicit human rights discussion
2026-03-22 23:17	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 1W 0R	- -
2026-03-22 22:22	eval_success	PSQ evaluated: g-PSQ=0.600 (3 dims)	- -
2026-03-22 22:22	eval	Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-22 22:08	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-22 22:08	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Technical product page with no explicit human rights discussion
2026-03-22 22:07	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 1W 0R	- -
2026-03-22 21:09	eval_success	PSQ evaluated: g-PSQ=0.600 (3 dims)	- -
2026-03-22 21:09	eval	Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-22 20:54	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-22 20:54	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Technical product page with no explicit human rights discussion
2026-03-22 19:49	eval	Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-22 19:37	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Technical product page with no explicit human rights discussion
2026-03-22 18:38	eval	Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-22 18:28	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Technical product page with no explicit human rights discussion
2026-03-22 17:58	eval	Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-22 17:46	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Technical product page with no explicit human rights discussion
2026-03-22 17:22	eval	Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-22 17:11	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Technical product page with no explicit human rights discussion
2026-03-22 16:42	eval	Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-22 16:35	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Technical product page with no explicit human rights discussion
2026-03-22 16:04	eval	Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-22 15:59	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Technical product page with no explicit human rights discussion
2026-03-22 15:26	eval	Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-22 15:24	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Technical product page with no explicit human rights discussion
2026-03-22 14:50	eval	Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-22 14:49	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Technical product page with no explicit human rights discussion
2026-03-22 14:15	eval	Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-22 14:14	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Technical product page with no explicit human rights discussion
2026-03-22 13:39	eval	Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-22 13:39	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Technical product page with no explicit human rights discussion
2026-03-22 13:05	eval	Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-22 13:04	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Technical product page with no explicit human rights discussion
2026-03-22 12:29	eval	Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-22 12:26	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Technical product page with no explicit human rights discussion
2026-03-22 11:52	eval	Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-22 11:51	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Technical product page with no explicit human rights discussion
2026-03-20 01:09	eval	Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive)
2026-03-20 01:05	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral)
	reasoning Technical product page with no explicit human rights discussion

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