YC Controls the Frame: Sam Altman's VC Advisors' Protocol Leaked [video]

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 -0.04 @cf/meta/llama-3.3-70b-instruct-fp8-fast lite 0.00 Compare

Model Comparison

Model	Editorial	Structural	Class	Conf	SETL	Theme
@cf/meta/llama-4-scout-17b-16e-instruct lite	-0.04	-1.00	Moderate negative	0.50	0.98	Technology Surveillance
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite	0.00	-1.00	Strong negative	0.80	1.00	No human rights theme

Section	@cf/meta/llama-4-scout-17b-16e-instruct lite	@cf/meta/llama-3.3-70b-instruct-fp8-fast lite	Delta
Preamble	ND	ND
Article 1	ND	ND
Article 2	ND	ND
Article 3	ND	ND
Article 4	ND	ND
Article 5	ND	ND
Article 6	ND	ND
Article 7	ND	ND
Article 8	ND	ND
Article 9	ND	ND
Article 10	ND	ND
Article 11	ND	ND
Article 12	ND	ND
Article 13	ND	ND
Article 14	ND	ND
Article 15	ND	ND
Article 16	ND	ND
Article 17	ND	ND
Article 18	ND	ND
Article 19	ND	ND
Article 20	ND	ND
Article 21	ND	ND
Article 22	ND	ND
Article 23	ND	ND
Article 24	ND	ND
Article 25	ND	ND
Article 26	ND	ND
Article 27	ND	ND
Article 28	ND	ND
Article 29	ND	ND
Article 30	ND	ND

-0.04	YC Controls the Frame: Sam Altman's VC Advisors' Protocol Leaked [video] (www.youtube.com)
	30 points by ncouture 18 hours ago \| 15 comments on HN \| Moderate negative ~lite vlite-1.6

Summary ~lite Technology Surveillance Neglects

Video discusses leaked protocol without explicit human rights discussion

EQ 0.20

SO 0.10

TD 0.00

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

Longitudinal 38 HN snapshots · 35 evals

Audit Trail 55 entries

2026-03-04 17:44	eval_success	Lite evaluated: Moderate negative (-0.42)	- -
2026-03-04 17:44	model_divergence	Cross-model spread 0.28 exceeds threshold (2 models)	- -
2026-03-04 17:44	eval	Evaluated by llama-4-scout-wai: -0.42 (Moderate negative) 0.00
	reasoning YouTube video page with leaked protocol discussion, no explicit rights talk
2026-03-04 17:22	eval_success	Lite evaluated: Strong negative (-0.70)	- -
2026-03-04 17:22	rater_validation_warn	Lite validation warnings for model llama-3.3-70b-wai: 1W 0R	- -
2026-03-04 17:22	eval	Evaluated by llama-3.3-70b-wai: -0.70 (Strong negative) 0.00
	reasoning YouTube video page, no rights discussion
2026-03-04 12:21	model_divergence	Cross-model spread 0.28 exceeds threshold (2 models)	- -
2026-03-04 12:21	eval_success	Lite evaluated: Moderate negative (-0.42)	- -
2026-03-04 12:21	eval	Evaluated by llama-4-scout-wai: -0.42 (Moderate negative) 0.00
	reasoning YouTube video page with leaked protocol discussion, no explicit rights talk
2026-03-04 12:08	eval_success	Lite evaluated: Strong negative (-0.70)	- -
2026-03-04 12:08	eval	Evaluated by llama-3.3-70b-wai: -0.70 (Strong negative) 0.00
	reasoning YouTube video page, no rights discussion
2026-03-04 12:08	rater_validation_warn	Lite validation warnings for model llama-3.3-70b-wai: 1W 0R	- -
2026-03-04 11:42	eval_success	Lite evaluated: Moderate negative (-0.42)	- -
2026-03-04 11:42	eval	Evaluated by llama-4-scout-wai: -0.42 (Moderate negative) 0.00
	reasoning YouTube video page with leaked protocol discussion, no explicit rights talk
2026-03-04 11:37	eval_success	Lite evaluated: Moderate negative (-0.42)	- -
2026-03-04 11:37	eval	Evaluated by llama-4-scout-wai: -0.42 (Moderate negative) 0.00
	reasoning YouTube video page with leaked protocol discussion, no explicit rights talk
2026-03-04 11:26	eval_success	Lite evaluated: Strong negative (-0.70)	- -
2026-03-04 11:26	eval	Evaluated by llama-3.3-70b-wai: -0.70 (Strong negative) 0.00
	reasoning YouTube video page, no rights discussion
2026-03-04 11:26	rater_validation_warn	Lite validation warnings for model llama-3.3-70b-wai: 1W 0R	- -
2026-03-04 10:51	eval_success	Lite evaluated: Moderate negative (-0.42)	- -
2026-03-04 10:51	eval	Evaluated by llama-4-scout-wai: -0.42 (Moderate negative) 0.00
	reasoning YouTube video page with leaked protocol discussion, no explicit rights talk
2026-03-04 10:42	eval_success	Lite evaluated: Strong negative (-0.70)	- -
2026-03-04 10:42	rater_validation_warn	Lite validation warnings for model llama-3.3-70b-wai: 1W 0R	- -
2026-03-04 10:42	eval	Evaluated by llama-3.3-70b-wai: -0.70 (Strong negative) 0.00
	reasoning YouTube video page, no rights discussion
2026-03-04 10:13	eval_success	Lite evaluated: Moderate negative (-0.42)	- -
2026-03-04 10:13	eval	Evaluated by llama-4-scout-wai: -0.42 (Moderate negative) 0.00
	reasoning YouTube video page with leaked protocol discussion, no explicit rights talk
2026-03-04 10:07	eval_success	Lite evaluated: Strong negative (-0.70)	- -
2026-03-04 10:07	rater_validation_warn	Lite validation warnings for model llama-3.3-70b-wai: 1W 0R	- -
2026-03-04 10:07	eval	Evaluated by llama-3.3-70b-wai: -0.70 (Strong negative) 0.00
	reasoning YouTube video page, no rights discussion
2026-03-04 09:34	eval_success	Lite evaluated: Moderate negative (-0.42)	- -
2026-03-04 09:34	eval	Evaluated by llama-4-scout-wai: -0.42 (Moderate negative) 0.00
	reasoning YouTube video page with leaked protocol discussion, no explicit rights talk
2026-03-04 09:24	eval_success	Lite evaluated: Strong negative (-0.70)	- -
2026-03-04 09:24	eval	Evaluated by llama-3.3-70b-wai: -0.70 (Strong negative) 0.00
	reasoning YouTube video page, no rights discussion
2026-03-04 08:56	eval	Evaluated by llama-4-scout-wai: -0.42 (Moderate negative) 0.00
	reasoning YouTube video page with leaked protocol discussion, no explicit rights talk
2026-03-04 08:48	eval	Evaluated by llama-3.3-70b-wai: -0.70 (Strong negative) 0.00
	reasoning YouTube video page, no rights discussion
2026-03-04 08:18	eval	Evaluated by llama-4-scout-wai: -0.42 (Moderate negative) 0.00
	reasoning YouTube video page with leaked protocol discussion, no explicit rights talk
2026-03-04 08:13	eval	Evaluated by llama-3.3-70b-wai: -0.70 (Strong negative) 0.00
	reasoning YouTube video page, no rights discussion
2026-03-04 08:08	eval	Evaluated by llama-3.3-70b-wai: -0.70 (Strong negative) -0.77
	reasoning YouTube video page, no rights discussion
2026-03-04 07:49	eval	Evaluated by llama-4-scout-wai: -0.42 (Moderate negative) -0.48
	reasoning YouTube video page with leaked protocol discussion, no explicit rights talk
2026-03-04 07:34	eval	Evaluated by llama-3.3-70b-wai: +0.07 (Neutral) 0.00
	reasoning YouTube video page, no rights discussion
2026-03-04 07:26	eval	Evaluated by llama-3.3-70b-wai: +0.07 (Neutral) 0.00
	reasoning YouTube video page, no rights discussion
2026-03-04 07:06	eval	Evaluated by llama-4-scout-wai: +0.06 (Neutral) 0.00
	reasoning YouTube video page with leaked protocol discussion, no explicit rights talk
2026-03-04 07:01	eval	Evaluated by llama-4-scout-wai: +0.06 (Neutral) 0.00
	reasoning YouTube video page with leaked protocol discussion, no explicit rights talk
2026-03-04 06:19	eval	Evaluated by llama-3.3-70b-wai: +0.07 (Neutral) 0.00
	reasoning YouTube video page, no rights discussion
2026-03-04 06:15	eval	Evaluated by llama-3.3-70b-wai: +0.07 (Neutral) 0.00
	reasoning YouTube video page, no rights discussion
2026-03-04 05:49	eval	Evaluated by llama-4-scout-wai: +0.06 (Neutral) 0.00
	reasoning YouTube video page with leaked protocol discussion, no explicit rights talk
2026-03-04 05:44	eval	Evaluated by llama-4-scout-wai: +0.06 (Neutral) 0.00
	reasoning YouTube video page with leaked protocol discussion, no explicit rights talk
2026-03-04 05:40	eval	Evaluated by llama-3.3-70b-wai: +0.07 (Neutral) 0.00
	reasoning YouTube video page, no rights discussion
2026-03-04 05:35	eval	Evaluated by llama-3.3-70b-wai: +0.07 (Neutral) 0.00
	reasoning YouTube video page, no rights discussion
2026-03-04 04:56	eval	Evaluated by llama-4-scout-wai: +0.06 (Neutral) 0.00
	reasoning YouTube video page with leaked protocol discussion, no explicit rights talk
2026-03-04 04:48	eval	Evaluated by llama-3.3-70b-wai: +0.07 (Neutral) 0.00
	reasoning YouTube video page, no rights discussion
2026-03-04 04:11	eval	Evaluated by llama-4-scout-wai: +0.06 (Neutral) 0.00
	reasoning YouTube video page with leaked protocol discussion, no explicit rights talk
2026-03-04 04:09	eval	Evaluated by llama-3.3-70b-wai: +0.07 (Neutral) 0.00
	reasoning YouTube video page, no rights discussion
2026-03-04 03:34	eval	Evaluated by llama-4-scout-wai: +0.06 (Neutral)
	reasoning YouTube video page with leaked protocol discussion, no explicit rights talk
2026-03-04 03:33	eval	Evaluated by llama-3.3-70b-wai: +0.07 (Neutral)
	reasoning YouTube video page, no rights discussion

build d24d67f+017h · deployed 2026-03-04 20:09 UTC · evaluated 2026-03-03 07:16:53 UTC