Father claims Google's AI product fuelled son's delusional spiral

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 +0.10 @cf/meta/llama-3.3-70b-instruct-fp8-fast lite +0.40 google/gemma-3-27b-it:free lite ND openai/gpt-oss-120b:free lite ND qwen/qwen3-coder:free lite ND Compare

Model Comparison

Model	Editorial	Structural	Class	Conf	SETL	Theme
@cf/meta/llama-4-scout-17b-16e-instruct lite	ND	ND	—	0.77	—	—
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite	ND	ND	—	0.80	—	—
@cf/meta/llama-4-scout-17b-16e-instruct lite	+0.10	-0.20	Neutral	0.80	0.24	Technology AI
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite	+0.40	-0.20	Mild positive	0.80	0.49	AI human rights
google/gemma-3-27b-it:free lite	ND	ND	—	—	—	—
openai/gpt-oss-120b:free lite	ND	ND	—	—	—	—
qwen/qwen3-coder:free lite	ND	ND	—	—	—	—

Section	@cf/meta/llama-4-scout-17b-16e-instruct lite	@cf/meta/llama-3.3-70b-instruct-fp8-fast lite	@cf/meta/llama-4-scout-17b-16e-instruct lite	@cf/meta/llama-3.3-70b-instruct-fp8-fast lite	google/gemma-3-27b-it:free lite	openai/gpt-oss-120b:free lite	qwen/qwen3-coder:free lite
Preamble	ND	ND	ND	ND	ND	ND	ND
Article 1	ND	ND	ND	ND	ND	ND	ND
Article 2	ND	ND	ND	ND	ND	ND	ND
Article 3	ND	ND	ND	ND	ND	ND	ND
Article 4	ND	ND	ND	ND	ND	ND	ND
Article 5	ND	ND	ND	ND	ND	ND	ND
Article 6	ND	ND	ND	ND	ND	ND	ND
Article 7	ND	ND	ND	ND	ND	ND	ND
Article 8	ND	ND	ND	ND	ND	ND	ND
Article 9	ND	ND	ND	ND	ND	ND	ND
Article 10	ND	ND	ND	ND	ND	ND	ND
Article 11	ND	ND	ND	ND	ND	ND	ND
Article 12	ND	ND	ND	ND	ND	ND	ND
Article 13	ND	ND	ND	ND	ND	ND	ND
Article 14	ND	ND	ND	ND	ND	ND	ND
Article 15	ND	ND	ND	ND	ND	ND	ND
Article 16	ND	ND	ND	ND	ND	ND	ND
Article 17	ND	ND	ND	ND	ND	ND	ND
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Article 29	ND	ND	ND	ND	ND	ND	ND
Article 30	ND	ND	ND	ND	ND	ND	ND

ND	Father claims Google's AI product fuelled son's delusional spiral (www.bbc.com)
	191 points by tartoran 1 days ago \| 250 comments on HN ~lite vlite-2.0

Summary ~lite

Article discusses father's claim Google's AI fueled son's delusional spiral.

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

Longitudinal 121 HN snapshots · 40 evals

Audit Trail 60 entries

2026-03-06 03:56	eval_success	PSQ evaluated: g-PSQ=0.243 (3 dims)	- -
2026-03-06 03:56	eval	Evaluated by llama-4-scout-wai-psq: +0.24 (Mild positive) 0.00
2026-03-06 03:44	eval_success	PSQ evaluated: g-PSQ=0.055 (3 dims)	- -
2026-03-06 03:44	eval	Evaluated by llama-3.3-70b-wai-psq: +0.06 (Neutral) 0.00
2026-03-05 08:11	eval_success	PSQ evaluated: g-PSQ=0.243 (3 dims)	- -
2026-03-05 08:11	eval	Evaluated by llama-4-scout-wai-psq: +0.24 (Mild positive) 0.00
2026-03-05 08:06	eval_success	PSQ evaluated: g-PSQ=0.243 (3 dims)	- -
2026-03-05 08:06	eval	Evaluated by llama-4-scout-wai-psq: +0.24 (Mild positive) 0.00
2026-03-05 06:56	eval_success	PSQ evaluated: g-PSQ=0.055 (3 dims)	- -
2026-03-05 06:56	eval	Evaluated by llama-3.3-70b-wai-psq: +0.06 (Neutral) 0.00
2026-03-05 06:51	eval_success	PSQ evaluated: g-PSQ=0.055 (3 dims)	- -
2026-03-05 06:51	eval	Evaluated by llama-3.3-70b-wai-psq: +0.06 (Neutral) 0.00
2026-03-05 04:47	eval_success	PSQ evaluated: g-PSQ=0.243 (3 dims)	- -
2026-03-05 04:47	eval	Evaluated by llama-4-scout-wai-psq: +0.24 (Mild positive)
2026-03-05 04:30	eval_success	PSQ evaluated: g-PSQ=0.055 (3 dims)	- -
2026-03-05 04:30	eval	Evaluated by llama-3.3-70b-wai-psq: +0.06 (Neutral)
2026-03-05 04:07	eval_success	Lite evaluated: Neutral (-0.02)	- -
2026-03-05 04:07	eval	Evaluated by llama-4-scout-wai: -0.02 (Neutral) 0.00
	reasoning News article on Google's AI product and its alleged impact
2026-03-05 04:02	eval_success	Lite evaluated: Mild positive (0.16)	- -
2026-03-05 04:02	eval	Evaluated by llama-3.3-70b-wai: +0.16 (Mild positive) 0.00
	reasoning Investigative journalism on AI rights abuse
2026-03-05 03:57	eval_success	Lite evaluated: Mild positive (0.16)	- -
2026-03-05 03:57	eval	Evaluated by llama-3.3-70b-wai: +0.16 (Mild positive) 0.00
	reasoning Investigative journalism on AI rights abuse
2026-03-05 03:27	eval_success	Lite evaluated: Neutral (-0.02)	- -
2026-03-05 03:27	eval	Evaluated by llama-4-scout-wai: -0.02 (Neutral) 0.00
	reasoning News article on Google's AI product and its alleged impact
2026-03-05 03:12	eval_success	Lite evaluated: Mild positive (0.16)	- -
2026-03-05 03:12	eval	Evaluated by llama-3.3-70b-wai: +0.16 (Mild positive) 0.00
	reasoning Investigative journalism on AI rights abuse
2026-03-05 02:47	eval_success	Lite evaluated: Neutral (-0.02)	- -
2026-03-05 02:47	eval	Evaluated by llama-4-scout-wai: -0.02 (Neutral) 0.00
	reasoning News article on Google's AI product and its alleged impact
2026-03-05 02:31	eval_success	Lite evaluated: Mild positive (0.16)	- -
2026-03-05 02:31	eval	Evaluated by llama-3.3-70b-wai: +0.16 (Mild positive) 0.00
	reasoning Investigative journalism on AI rights abuse
2026-03-05 02:26	eval_success	Lite evaluated: Mild positive (0.16)	- -
2026-03-05 02:26	eval	Evaluated by llama-3.3-70b-wai: +0.16 (Mild positive) 0.00
	reasoning Investigative journalism on AI rights abuse
2026-03-05 02:07	eval_success	Lite evaluated: Neutral (-0.02)	- -
2026-03-05 02:07	eval	Evaluated by llama-4-scout-wai: -0.02 (Neutral) 0.00
	reasoning News article on Google's AI product and its alleged impact
2026-03-05 02:02	eval_success	Lite evaluated: Neutral (-0.02)	- -
2026-03-05 02:02	eval	Evaluated by llama-4-scout-wai: -0.02 (Neutral) 0.00
	reasoning News article on Google's AI product and its alleged impact
2026-03-05 01:54	eval_success	Lite evaluated: Mild positive (0.16)	- -
2026-03-05 01:54	eval	Evaluated by llama-3.3-70b-wai: +0.16 (Mild positive) 0.00
	reasoning Investigative journalism on AI rights abuse
2026-03-05 01:19	eval_success	Lite evaluated: Neutral (-0.02)	- -
2026-03-05 01:19	eval	Evaluated by llama-4-scout-wai: -0.02 (Neutral) 0.00
	reasoning News article on Google's AI product and its alleged impact
2026-03-05 01:14	eval	Evaluated by llama-3.3-70b-wai: +0.16 (Mild positive) 0.00
	reasoning Investigative journalism on AI rights abuse
2026-03-05 01:14	eval	Evaluated by llama-4-scout-wai: -0.02 (Neutral) 0.00
	reasoning News article on Google's AI product and its alleged impact
2026-03-05 00:38	eval	Evaluated by llama-3.3-70b-wai: +0.16 (Mild positive) 0.00
	reasoning Investigative journalism on AI rights abuse
2026-03-05 00:38	eval	Evaluated by llama-4-scout-wai: -0.02 (Neutral) 0.00
	reasoning News article on Google's AI product and its alleged impact
2026-03-04 23:59	eval	Evaluated by llama-3.3-70b-wai: +0.16 (Mild positive) 0.00
	reasoning Investigative journalism on AI rights abuse
2026-03-04 23:56	eval	Evaluated by llama-4-scout-wai: -0.02 (Neutral) 0.00
	reasoning News article on Google's AI product and its alleged impact
2026-03-04 23:54	eval	Evaluated by llama-3.3-70b-wai: +0.16 (Mild positive) 0.00
	reasoning Investigative journalism on AI rights abuse
2026-03-04 23:20	eval	Evaluated by llama-4-scout-wai: -0.02 (Neutral) 0.00
	reasoning News article on Google's AI product and its alleged impact
2026-03-04 23:19	eval	Evaluated by llama-3.3-70b-wai: +0.16 (Mild positive) 0.00
	reasoning Investigative journalism on AI rights abuse
2026-03-04 22:37	eval	Evaluated by llama-3.3-70b-wai: +0.16 (Mild positive) 0.00
	reasoning Investigative journalism on AI rights abuse
2026-03-04 22:36	eval	Evaluated by llama-4-scout-wai: -0.02 (Neutral) 0.00
	reasoning News article on Google's AI product and its alleged impact
2026-03-04 22:32	eval	Evaluated by llama-3.3-70b-wai: +0.16 (Mild positive) 0.00
	reasoning Investigative journalism on AI rights abuse
2026-03-04 22:30	eval	Evaluated by llama-4-scout-wai: -0.02 (Neutral) 0.00
	reasoning News article on Google's AI product and its alleged impact
2026-03-04 21:57	eval	Evaluated by llama-3.3-70b-wai: +0.16 (Mild positive) 0.00
	reasoning Investigative journalism on AI rights abuse
2026-03-04 21:55	eval	Evaluated by llama-4-scout-wai: -0.02 (Neutral) 0.00
	reasoning News article on Google's AI product and its alleged impact
2026-03-04 21:52	eval	Evaluated by llama-3.3-70b-wai: +0.16 (Mild positive) 0.00
	reasoning Investigative journalism on AI rights abuse
2026-03-04 21:20	eval	Evaluated by llama-4-scout-wai: -0.02 (Neutral) 0.00
	reasoning News article on Google's AI product and its alleged impact
2026-03-04 21:18	eval	Evaluated by llama-3.3-70b-wai: +0.16 (Mild positive) 0.00
	reasoning Investigative journalism on AI rights abuse
2026-03-04 20:36	eval	Evaluated by llama-4-scout-wai: -0.02 (Neutral)
	reasoning News article on Google's AI product and its alleged impact
2026-03-04 20:36	eval	Evaluated by llama-3.3-70b-wai: +0.16 (Mild positive)
	reasoning Investigative journalism on AI rights abuse

build 7a5e5c1+p11n · deployed 2026-03-06 04:40 UTC · evaluated 2026-03-03 07:16:53 UTC