Apple Does Fusion

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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 Compare

ND	Apple Does Fusion (om.co)
	17 points by herbertl 1 days ago \| 4 comments on HN ~lite vlite-2.0

Summary ~lite

The blog post 'Apple Does Fusion' appears to be a neutral and informative article with no clear psychoemotional threats.

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

Longitudinal 69 HN snapshots · 29 evals

Audit Trail 49 entries

2026-03-05 05:20	eval_success	PSQ evaluated: g-PSQ=0.120 (3 dims)	- -
2026-03-05 05:20	eval	Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive)
2026-03-05 05:09	eval_success	PSQ evaluated: g-PSQ=-0.240 (3 dims)	- -
2026-03-05 05:09	eval	Evaluated by llama-3.3-70b-wai-psq: -0.24 (Mild negative)
2026-03-05 00:57	eval_success	Lite evaluated: Mild negative (-0.24)	- -
2026-03-05 00:57	eval	Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
	reasoning The content appears to be a blog post about Apple, with no explicit discussion of human rights.
2026-03-05 00:57	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 1W 0R	- -
2026-03-05 00:30	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-05 00:30	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Tech article, no rights discussion
2026-03-05 00:30	rater_validation_warn	Lite validation warnings for model llama-3.3-70b-wai: 1W 0R	- -
2026-03-05 00:11	eval_success	Lite evaluated: Mild negative (-0.24)	- -
2026-03-05 00:11	eval	Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
	reasoning The content appears to be a blog post about Apple, with no explicit discussion of human rights.
2026-03-05 00:11	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 1W 0R	- -
2026-03-05 00:07	eval_success	Lite evaluated: Mild negative (-0.24)	- -
2026-03-05 00:07	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 1W 0R	- -
2026-03-05 00:07	eval	Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
	reasoning The content appears to be a blog post about Apple, with no explicit discussion of human rights.
2026-03-04 23:49	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-04 23:49	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Tech article, no rights discussion
2026-03-04 23:49	rater_validation_warn	Lite validation warnings for model llama-3.3-70b-wai: 1W 0R	- -
2026-03-04 23:30	eval_success	Lite evaluated: Mild negative (-0.24)	- -
2026-03-04 23:30	eval	Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
	reasoning The content appears to be a blog post about Apple, with no explicit discussion of human rights.
2026-03-04 23:09	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-04 23:09	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Tech article, no rights discussion
2026-03-04 23:09	rater_validation_warn	Lite validation warnings for model llama-3.3-70b-wai: 1W 0R	- -
2026-03-04 23:03	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-04 23:03	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Tech article, no rights discussion
2026-03-04 23:03	rater_validation_warn	Lite validation warnings for model llama-3.3-70b-wai: 1W 0R	- -
2026-03-04 22:50	eval_success	Lite evaluated: Mild negative (-0.24)	- -
2026-03-04 22:50	eval	Evaluated by llama-4-scout-wai: -0.24 (Mild negative) +0.16
	reasoning The content appears to be a blog post about Apple, with no explicit discussion of human rights.
2026-03-04 22:22	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-04 22:22	rater_validation_warn	Lite validation warnings for model llama-3.3-70b-wai: 1W 0R	- -
2026-03-04 22:22	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Tech article, no rights discussion
2026-03-04 22:08	eval	Evaluated by llama-4-scout-wai: -0.40 (Moderate negative) -0.16
	reasoning The content appears to be a blog post about Apple, with no explicit discussion of human rights.
2026-03-04 21:48	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Tech article, no rights discussion
2026-03-04 21:34	eval	Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
	reasoning The content appears to be a blog post about Apple, with no explicit discussion of human rights.
2026-03-04 21:12	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Tech article, no rights discussion
2026-03-04 20:50	eval	Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
	reasoning The content appears to be a blog post about Apple, with no explicit discussion of human rights.
2026-03-04 20:44	eval	Evaluated by llama-4-scout-wai: -0.24 (Mild negative) +0.16
	reasoning The content appears to be a blog post about Apple, with no explicit discussion of human rights.
2026-03-04 20:30	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Tech article, no rights discussion
2026-03-04 20:09	eval	Evaluated by llama-4-scout-wai: -0.40 (Moderate negative) -0.16
	reasoning The content appears to be a blog post about Apple, with no explicit discussion of human rights.
2026-03-04 19:51	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) +0.42
	reasoning Tech article, no rights discussion
2026-03-04 19:18	eval	Evaluated by llama-4-scout-wai: -0.24 (Mild negative) +0.16
	reasoning The content appears to be a blog post about Apple, with no explicit discussion of human rights.
2026-03-04 19:03	eval	Evaluated by llama-3.3-70b-wai: -0.42 (Moderate negative) 0.00
	reasoning Tech article, no rights discussion
2026-03-04 18:15	eval	Evaluated by llama-4-scout-wai: -0.40 (Moderate negative) 0.00
	reasoning The content appears to be a blog post about Apple, with no explicit discussion of human rights.
2026-03-04 18:09	eval	Evaluated by llama-4-scout-wai: -0.40 (Moderate negative) -0.16
	reasoning The content appears to be a blog post about Apple, with no explicit discussion of human rights.
2026-03-04 18:04	eval	Evaluated by llama-3.3-70b-wai: -0.42 (Moderate negative) 0.00
	reasoning Tech article, no rights discussion
2026-03-04 16:41	eval	Evaluated by llama-4-scout-wai: -0.24 (Mild negative) +0.16
	reasoning The content appears to be a blog post about Apple, with no explicit discussion of human rights.
2026-03-04 16:36	eval	Evaluated by llama-4-scout-wai: -0.40 (Moderate negative)
	reasoning The content appears to be a blog post about Apple, with no explicit discussion of human rights.
2026-03-04 16:35	eval	Evaluated by llama-3.3-70b-wai: -0.42 (Moderate negative)
	reasoning Tech article, no rights discussion

build bafb32b+r7v5 · deployed 2026-03-05 04:26 UTC · evaluated 2026-03-03 07:16:53 UTC