The AI Bubble Is an Information War

Beta 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 +0.40 @cf/meta/llama-3.3-70b-instruct-fp8-fast lite 0.00 Compare

+0.40	The AI Bubble Is an Information War (www.wheresyoured.at)
	27 points by spking 1 days ago \| 3 comments on HN \| Moderate positive ~lite vlite-1.5

Summary ~lite AI Ethics Critiques

Critical analysis of AI industry financials and business models

EQ 0.60

SO 0.70

TD 0.50

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

Longitudinal 49 HN snapshots · 23 evals

Audit Trail 43 entries

2026-03-04 06:57	eval_success	Lite evaluated: Moderate positive (0.30)	- -
2026-03-04 06:57	model_divergence	Cross-model spread 0.25 exceeds threshold (2 models)	- -
2026-03-04 06:57	eval	Evaluated by llama-4-scout-wai: +0.30 (Moderate positive) 0.00
	reasoning Analysis of AI industry financials and business models, critical of AI bubble
2026-03-04 06:57	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 1W 0R	- -
2026-03-04 06:52	eval_success	Lite evaluated: Moderate positive (0.30)	- -
2026-03-04 06:52	model_divergence	Cross-model spread 0.25 exceeds threshold (2 models)	- -
2026-03-04 06:52	eval	Evaluated by llama-4-scout-wai: +0.30 (Moderate positive) 0.00
	reasoning Analysis of AI industry financials and business models, critical of AI bubble
2026-03-04 06:52	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 1W 0R	- -
2026-03-04 06:34	eval_success	Lite evaluated: Neutral (0.05)	- -
2026-03-04 06:34	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Tech blog with no explicit rights discussion
2026-03-04 06:34	rater_validation_warn	Lite validation warnings for model llama-3.3-70b-wai: 1W 0R	- -
2026-03-04 00:05	model_divergence	Cross-model spread 0.25 exceeds threshold (2 models)	- -
2026-03-04 00:05	eval_success	Lite evaluated: Moderate positive (0.30)	- -
2026-03-04 00:05	eval	Evaluated by llama-4-scout-wai: +0.30 (Moderate positive) 0.00
	reasoning Analysis of AI industry financials and business models, critical of AI bubble
2026-03-04 00:05	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 1W 0R	- -
2026-03-04 00:01	eval_success	Lite evaluated: Neutral (0.05)	- -
2026-03-04 00:01	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) -0.01
	reasoning Tech blog with no explicit rights discussion
2026-03-04 00:01	rater_validation_warn	Lite validation warnings for model llama-3.3-70b-wai: 1W 0R	- -
2026-03-03 23:00	eval_success	Lite evaluated: Moderate positive (0.30)	- -
2026-03-03 23:00	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 1W 0R	- -
2026-03-03 23:00	eval	Evaluated by llama-4-scout-wai: +0.30 (Moderate positive) 0.00
	reasoning Analysis of AI industry financials and business models, critical of AI bubble
2026-03-03 22:52	eval_success	Lite evaluated: Moderate positive (0.30)	- -
2026-03-03 22:52	eval	Evaluated by llama-4-scout-wai: +0.30 (Moderate positive) 0.00
	reasoning Analysis of AI industry financials and business models, critical of AI bubble
2026-03-03 22:52	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 1W 0R	- -
2026-03-03 22:51	eval_success	Lite evaluated: Neutral (0.06)	- -
2026-03-03 22:51	eval	Evaluated by llama-3.3-70b-wai: +0.06 (Neutral) 0.00
	reasoning Tech blog with no explicit rights discussion
2026-03-03 22:24	eval_success	Lite evaluated: Moderate positive (0.30)	- -
2026-03-03 22:24	eval	Evaluated by llama-4-scout-wai: +0.30 (Moderate positive) 0.00
	reasoning Analysis of AI industry financials and business models, critical of AI bubble
2026-03-03 22:24	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 1W 0R	- -
2026-03-03 22:23	eval	Evaluated by llama-3.3-70b-wai: +0.06 (Neutral) 0.00
	reasoning Tech blog with no explicit rights discussion
2026-03-03 21:25	eval	Evaluated by llama-4-scout-wai: +0.30 (Moderate positive) 0.00
	reasoning Analysis of AI industry financials and business models, critical of AI bubble
2026-03-03 21:25	eval	Evaluated by llama-3.3-70b-wai: +0.06 (Neutral) 0.00
	reasoning Tech blog with no explicit rights discussion
2026-03-03 20:52	eval	Evaluated by llama-4-scout-wai: +0.30 (Moderate positive) 0.00
	reasoning Analysis of AI industry financials and business models, critical of AI bubble
2026-03-03 20:52	eval	Evaluated by llama-3.3-70b-wai: +0.06 (Neutral) 0.00
	reasoning Tech blog with no explicit rights discussion
2026-03-03 20:47	eval	Evaluated by llama-3.3-70b-wai: +0.06 (Neutral) +0.01
	reasoning Tech blog with no explicit rights discussion
2026-03-03 20:18	eval	Evaluated by llama-4-scout-wai: +0.30 (Moderate positive) 0.00
	reasoning Analysis of AI industry financials and business models, critical of AI bubble
2026-03-03 20:16	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) -0.01
	reasoning Tech blog with no explicit rights discussion
2026-03-03 20:13	eval	Evaluated by llama-4-scout-wai: +0.30 (Moderate positive) 0.00
	reasoning Analysis of AI industry financials and business models, critical of AI bubble
2026-03-03 19:35	eval	Evaluated by llama-3.3-70b-wai: +0.06 (Neutral) 0.00
	reasoning Tech blog with no explicit rights discussion
2026-03-03 19:31	eval	Evaluated by llama-4-scout-wai: +0.30 (Moderate positive) 0.00
	reasoning Analysis of AI industry financials and business models, critical of AI bubble
2026-03-03 18:50	eval	Evaluated by llama-3.3-70b-wai: +0.06 (Neutral) 0.00
	reasoning Tech blog with no explicit rights discussion
2026-03-03 18:46	eval	Evaluated by llama-4-scout-wai: +0.30 (Moderate positive)
	reasoning Analysis of AI industry financials and business models, critical of AI bubble
2026-03-03 18:45	eval	Evaluated by llama-3.3-70b-wai: +0.06 (Neutral)
	reasoning Tech blog with no explicit rights discussion

build 97e1041+d0lf · deployed 2026-03-04 22:11 UTC · evaluated 2026-03-03 07:16:53 UTC