Yahoo Scout Beta

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-3.3-70b-instruct-fp8-fast lite ND @cf/meta/llama-4-scout-17b-16e-instruct lite 0.00 @cf/meta/llama-3.3-70b-instruct-fp8-fast lite 0.00 openai/gpt-oss-120b:free lite ND google/gemma-3-27b-it:free lite ND qwen/qwen3-coder:free lite ND Compare

ND	Yahoo Scout Beta (scout.yahoo.com)
	24 points by broabprobe 3 days ago \| 3 comments on HN ~lite vlite-2.0

Summary ~lite

Yahoo Scout Beta landing page appears safe and neutral.

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

Longitudinal 57 HN snapshots · 33 evals

Audit Trail 53 entries

2026-03-05 06:44	eval_success	PSQ evaluated: g-PSQ=0.300 (3 dims)	- -
2026-03-05 06:44	eval	Evaluated by llama-4-scout-wai-psq: +0.30 (Moderate positive)
2026-03-05 06:37	eval_success	PSQ evaluated: g-PSQ=0.300 (3 dims)	- -
2026-03-05 06:37	eval	Evaluated by llama-3.3-70b-wai-psq: +0.30 (Moderate positive)
2026-03-03 07:02	eval_success	Lite evaluated: Neutral (0.03)	- -
2026-03-03 07:02	eval	Evaluated by llama-4-scout-wai: +0.03 (Neutral) 0.00
	reasoning Landing page for Yahoo Scout Beta, no explicit rights discussion or UDHR embodiment
2026-03-03 07:02	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 1W 0R	- -
2026-03-03 06:57	eval_success	Lite evaluated: Neutral (0.03)	- -
2026-03-03 06:57	eval	Evaluated by llama-4-scout-wai: +0.03 (Neutral) 0.00
	reasoning Landing page for Yahoo Scout Beta, no explicit rights discussion or UDHR embodiment
2026-03-03 06:57	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 1W 0R	- -
2026-03-03 06:37	eval_success	Lite evaluated: Neutral (0.07)	- -
2026-03-03 06:37	eval	Evaluated by llama-3.3-70b-wai: +0.07 (Neutral) 0.00
	reasoning Landing page with no rights discourse
2026-03-03 06:37	rater_validation_warn	Lite validation warnings for model llama-3.3-70b-wai: 1W 0R	- -
2026-03-03 06:12	eval_success	Lite evaluated: Neutral (0.03)	- -
2026-03-03 06:12	eval	Evaluated by llama-4-scout-wai: +0.03 (Neutral) +0.03
	reasoning Landing page for Yahoo Scout Beta, no explicit rights discussion or UDHR embodiment
2026-03-03 06:12	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 1W 0R	- -
2026-03-03 06:04	eval_success	Lite evaluated: Neutral (0.07)	- -
2026-03-03 06:04	rater_validation_warn	Lite validation warnings for model llama-3.3-70b-wai: 1W 0R	- -
2026-03-03 06:04	eval	Evaluated by llama-3.3-70b-wai: +0.07 (Neutral) 0.00
	reasoning Landing page with no rights discourse
2026-03-03 05:37	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-03 05:37	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) -0.03
	reasoning Landing page for Yahoo Scout Beta, no explicit rights discussion or UDHR embodiment
2026-03-03 05:37	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 2W 0R	- -
2026-03-03 05:27	eval_success	Lite evaluated: Neutral (0.07)	- -
2026-03-03 05:27	eval	Evaluated by llama-3.3-70b-wai: +0.07 (Neutral) 0.00
	reasoning Landing page with no rights discourse
2026-03-03 05:27	rater_validation_warn	Lite validation warnings for model llama-3.3-70b-wai: 1W 0R	- -
2026-03-03 04:55	eval_success	Lite evaluated: Neutral (0.03)	- -
2026-03-03 04:55	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 1W 0R	- -
2026-03-03 04:55	eval	Evaluated by llama-4-scout-wai: +0.03 (Neutral) 0.00
	reasoning Landing page for Yahoo Scout Beta, no explicit rights discussion or UDHR embodiment
2026-03-03 04:42	eval_success	Lite evaluated: Neutral (0.07)	- -
2026-03-03 04:42	eval	Evaluated by llama-3.3-70b-wai: +0.07 (Neutral) 0.00
	reasoning Landing page with no rights discourse
2026-03-03 04:42	rater_validation_warn	Lite validation warnings for model llama-3.3-70b-wai: 1W 0R	- -
2026-03-03 04:24	eval	Evaluated by llama-4-scout-wai: +0.03 (Neutral) 0.00
	reasoning Landing page for Yahoo Scout Beta, no explicit rights discussion or UDHR embodiment
2026-03-03 04:12	eval	Evaluated by llama-3.3-70b-wai: +0.07 (Neutral) 0.00
	reasoning Landing page with no rights discourse
2026-03-03 04:07	eval	Evaluated by llama-3.3-70b-wai: +0.07 (Neutral) 0.00
	reasoning Landing page with no rights discourse
2026-03-03 03:49	eval	Evaluated by llama-4-scout-wai: +0.03 (Neutral) 0.00
	reasoning Landing page for Yahoo Scout Beta, no explicit rights discussion or UDHR embodiment
2026-03-03 03:29	eval	Evaluated by llama-3.3-70b-wai: +0.07 (Neutral) 0.00
	reasoning Landing page with no rights discourse
2026-03-03 03:09	eval	Evaluated by llama-4-scout-wai: +0.03 (Neutral) 0.00
	reasoning Landing page for Yahoo Scout Beta, no explicit rights discussion or UDHR embodiment
2026-03-03 02:55	eval	Evaluated by llama-3.3-70b-wai: +0.07 (Neutral) 0.00
	reasoning Landing page with no rights discourse
2026-03-03 02:29	eval	Evaluated by llama-4-scout-wai: +0.03 (Neutral) 0.00
	reasoning Landing page for Yahoo Scout Beta, no explicit rights discussion or UDHR embodiment
2026-03-03 02:25	eval	Evaluated by llama-4-scout-wai: +0.03 (Neutral) 0.00
	reasoning Landing page for Yahoo Scout Beta, no explicit rights discussion or UDHR embodiment
2026-03-03 02:19	eval	Evaluated by llama-3.3-70b-wai: +0.07 (Neutral) 0.00
	reasoning Landing page with no rights discourse
2026-03-03 01:54	eval	Evaluated by llama-4-scout-wai: +0.03 (Neutral) 0.00
	reasoning Landing page for Yahoo Scout Beta, no explicit rights discussion or UDHR embodiment
2026-03-03 01:40	eval	Evaluated by llama-3.3-70b-wai: +0.07 (Neutral) 0.00
	reasoning Landing page with no rights discourse
2026-03-03 01:35	eval	Evaluated by llama-3.3-70b-wai: +0.07 (Neutral) 0.00
	reasoning Landing page with no rights discourse
2026-03-03 01:08	eval	Evaluated by llama-4-scout-wai: +0.03 (Neutral) 0.00
	reasoning Landing page for Yahoo Scout Beta, no explicit rights discussion or UDHR embodiment
2026-03-03 00:57	eval	Evaluated by llama-3.3-70b-wai: +0.07 (Neutral) 0.00
	reasoning Landing page with no rights discourse
2026-03-03 00:25	eval	Evaluated by llama-4-scout-wai: +0.03 (Neutral) 0.00
	reasoning Landing page for Yahoo Scout Beta, no explicit rights discussion or UDHR embodiment
2026-03-03 00:19	eval	Evaluated by llama-4-scout-wai: +0.03 (Neutral) -0.01
	reasoning Landing page for Yahoo Scout Beta, no explicit rights discussion or UDHR embodiment
2026-03-03 00:14	eval	Evaluated by llama-3.3-70b-wai: +0.07 (Neutral) +0.03
	reasoning Landing page with no rights discourse
2026-03-02 23:49	eval	Evaluated by llama-4-scout-wai: +0.04 (Neutral) 0.00
	reasoning Landing page for Yahoo Scout Beta, no explicit rights discussion or UDHR embodiment
2026-03-02 23:45	eval	Evaluated by llama-3.3-70b-wai: +0.04 (Neutral) 0.00
	reasoning Landing page with no rights discourse
2026-03-02 23:09	eval	Evaluated by llama-4-scout-wai: +0.04 (Neutral)
	reasoning Landing page for Yahoo Scout Beta, no explicit rights discussion or UDHR embodiment
2026-03-02 23:08	eval	Evaluated by llama-3.3-70b-wai: +0.04 (Neutral)
	reasoning Landing page with no rights discourse

build 40f525b+gzy3 · deployed 2026-03-05 23:26 UTC · evaluated 2026-03-03 07:16:53 UTC