RFC 9849. TLS Encrypted Client Hello

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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-3.3-70b-instruct-fp8-fast lite 0.00 @cf/meta/llama-4-scout-17b-16e-instruct lite -1.00 @cf/qwen/qwen3-30b-a3b-fp8 lite ND @cf/qwen/qwen3-30b-a3b-fp8 lite ND openai/gpt-oss-120b:free lite ND google/gemma-3-27b-it:free lite ND qwen/qwen3-coder:free lite ND Compare

ND	RFC 9849. TLS Encrypted Client Hello (www.rfc-editor.org)
	303 points by P_qRs 17 days ago \| 143 comments on HN ~lite vlite-2.0

Summary ~lite

RFC 9849: TLS Encrypted Client Hello, a technical document from IETF.

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

Longitudinal 947 HN snapshots · 84 evals

Audit Trail 104 entries

2026-03-06 17:50	eval_success	PSQ evaluated: g-PSQ=0.280 (3 dims)	- -
2026-03-06 17:50	eval	Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) -0.01
2026-03-06 17:33	eval_success	PSQ evaluated: g-PSQ=0.486 (3 dims)	- -
2026-03-06 17:33	eval	Evaluated by llama-3.3-70b-wai-psq: +0.49 (Moderate positive) 0.00
2026-03-06 04:43	eval_success	PSQ evaluated: g-PSQ=0.286 (3 dims)	- -
2026-03-06 04:43	eval	Evaluated by llama-4-scout-wai-psq: +0.29 (Mild positive) +0.01
2026-03-06 04:07	eval_success	PSQ evaluated: g-PSQ=0.486 (3 dims)	- -
2026-03-06 04:07	eval	Evaluated by llama-3.3-70b-wai-psq: +0.49 (Moderate positive) 0.00
2026-03-05 18:34	eval_success	PSQ evaluated: g-PSQ=0.280 (3 dims)	- -
2026-03-05 18:34	eval	Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-05 13:34	eval_success	PSQ evaluated: g-PSQ=0.486 (3 dims)	- -
2026-03-05 13:34	eval	Evaluated by llama-3.3-70b-wai-psq: +0.49 (Moderate positive) 0.00
2026-03-05 13:12	credit_exhausted	Credit balance too low, pausing provider for 30 min	- -
2026-03-05 07:47	eval_success	PSQ evaluated: g-PSQ=0.280 (3 dims)	- -
2026-03-05 07:47	eval	Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-05 06:30	eval_success	PSQ evaluated: g-PSQ=0.486 (3 dims)	- -
2026-03-05 06:30	eval	Evaluated by llama-3.3-70b-wai-psq: +0.49 (Moderate positive) +0.02
2026-03-05 04:41	eval_success	PSQ evaluated: g-PSQ=0.280 (3 dims)	- -
2026-03-05 04:41	eval	Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive)
2026-03-05 04:23	eval_success	PSQ evaluated: g-PSQ=0.470 (3 dims)	- -
2026-03-05 04:23	eval	Evaluated by llama-3.3-70b-wai-psq: +0.47 (Moderate positive)
2026-03-05 04:10	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-05 04:10	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Technical spec, no rights discussion
2026-03-05 04:10	rater_validation_warn	Lite validation warnings for model llama-3.3-70b-wai: 1W 0R	- -
2026-03-05 04:10	eval_success	Lite evaluated: Moderate negative (-0.44)	- -
2026-03-05 04:10	eval	Evaluated by llama-4-scout-wai: -0.44 (Moderate negative) 0.00
	reasoning Technical document on TLS Encrypted Client Hello, no explicit human rights discussion
2026-03-05 04:06	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-05 04:06	rater_validation_warn	Lite validation warnings for model llama-3.3-70b-wai: 1W 0R	- -
2026-03-05 04:06	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Technical spec, no rights discussion
2026-03-05 03:34	eval_success	Lite evaluated: Moderate negative (-0.44)	- -
2026-03-05 03:34	eval	Evaluated by llama-4-scout-wai: -0.44 (Moderate negative) 0.00
	reasoning Technical document on TLS Encrypted Client Hello, no explicit human rights discussion
2026-03-05 03:28	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-05 03:28	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Technical spec, no rights discussion
2026-03-05 03:28	rater_validation_warn	Lite validation warnings for model llama-3.3-70b-wai: 1W 0R	- -
2026-03-05 02:51	eval_success	Lite evaluated: Moderate negative (-0.44)	- -
2026-03-05 02:51	eval	Evaluated by llama-4-scout-wai: -0.44 (Moderate negative) +0.26
	reasoning Technical document on TLS Encrypted Client Hello, no explicit human rights discussion
2026-03-05 02:50	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Technical spec, no rights discussion
2026-03-05 02:47	eval	Evaluated by llama-4-scout-wai: -0.70 (Strong negative) 0.00
	reasoning Technical document on TLS Encrypted Client Hello, no explicit human rights discussion
2026-03-05 02:12	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Technical spec, no rights discussion
2026-03-05 02:08	eval	Evaluated by llama-4-scout-wai: -0.70 (Strong negative) -0.28
	reasoning Technical document on TLS Encrypted Client Hello, no explicit human rights discussion
2026-03-05 01:37	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Technical spec, no rights discussion
2026-03-05 01:32	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Technical spec, no rights discussion
2026-03-05 01:30	eval	Evaluated by llama-4-scout-wai: -0.42 (Moderate negative) 0.00
	reasoning Technical document on TLS Encrypted Client Hello, no explicit human rights discussion
2026-03-05 00:58	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Technical spec, no rights discussion
2026-03-05 00:51	eval	Evaluated by llama-4-scout-wai: -0.42 (Moderate negative) 0.00
	reasoning Technical document on TLS Encrypted Client Hello, no explicit human rights discussion
2026-03-05 00:45	eval	Evaluated by llama-4-scout-wai: -0.42 (Moderate negative) +0.28
	reasoning Technical document on TLS Encrypted Client Hello, no explicit human rights discussion
2026-03-05 00:16	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Technical spec, no rights discussion
2026-03-05 00:06	eval	Evaluated by llama-4-scout-wai: -0.70 (Strong negative) -0.28
	reasoning Technical document on TLS Encrypted Client Hello, no explicit human rights discussion
2026-03-04 23:41	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Technical spec, no rights discussion
2026-03-04 23:37	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Technical spec, no rights discussion
2026-03-04 23:29	eval	Evaluated by llama-4-scout-wai: -0.42 (Moderate negative) 0.00
	reasoning Technical document on TLS Encrypted Client Hello, no explicit human rights discussion
2026-03-04 22:58	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Technical spec, no rights discussion
2026-03-04 22:50	eval	Evaluated by llama-4-scout-wai: -0.42 (Moderate negative) +0.28
	reasoning Technical document on TLS Encrypted Client Hello, no explicit human rights discussion
2026-03-04 22:18	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Technical spec, no rights discussion
2026-03-04 22:07	eval	Evaluated by llama-4-scout-wai: -0.70 (Strong negative) 0.00
	reasoning Technical document on TLS Encrypted Client Hello, no explicit human rights discussion
2026-03-04 21:48	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Technical spec, no rights discussion
2026-03-04 21:31	eval	Evaluated by llama-4-scout-wai: -0.70 (Strong negative) 0.00
	reasoning Technical document on TLS Encrypted Client Hello, no explicit human rights discussion
2026-03-04 21:13	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Technical spec, no rights discussion
2026-03-04 21:08	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Technical spec, no rights discussion
2026-03-04 20:42	eval	Evaluated by llama-4-scout-wai: -0.70 (Strong negative) 0.00
	reasoning Technical document on TLS Encrypted Client Hello, no explicit human rights discussion
2026-03-04 20:37	eval	Evaluated by llama-4-scout-wai: -0.70 (Strong negative) -0.28
	reasoning Technical document on TLS Encrypted Client Hello, no explicit human rights discussion
2026-03-04 20:27	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Technical spec, no rights discussion
2026-03-04 19:57	eval	Evaluated by llama-4-scout-wai: -0.42 (Moderate negative) +0.28
	reasoning Technical document on TLS Encrypted Client Hello, no explicit human rights discussion
2026-03-04 19:52	eval	Evaluated by llama-4-scout-wai: -0.70 (Strong negative) -0.28
	reasoning Technical document on TLS Encrypted Client Hello, no explicit human rights discussion
2026-03-04 19:47	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) +0.70
	reasoning Technical spec, no rights discussion
2026-03-04 19:04	eval	Evaluated by llama-4-scout-wai: -0.42 (Moderate negative) +0.28
	reasoning Technical document on TLS Encrypted Client Hello, no explicit human rights discussion
2026-03-04 18:57	eval	Evaluated by llama-3.3-70b-wai: -0.70 (Strong negative) 0.00
	reasoning Technical spec, no rights discussion
2026-03-04 18:02	eval	Evaluated by llama-4-scout-wai: -0.70 (Strong negative) 0.00
	reasoning Technical document on TLS Encrypted Client Hello, no explicit human rights discussion
2026-03-04 17:58	eval	Evaluated by llama-3.3-70b-wai: -0.70 (Strong negative) 0.00
	reasoning Technical spec, no rights discussion
2026-03-04 16:32	eval	Evaluated by llama-4-scout-wai: -0.70 (Strong negative) 0.00
	reasoning Technical document on TLS Encrypted Client Hello, no explicit human rights discussion
2026-03-04 16:32	eval	Evaluated by llama-3.3-70b-wai: -0.70 (Strong negative) 0.00
	reasoning Technical spec, no rights discussion
2026-03-04 15:50	eval	Evaluated by llama-3.3-70b-wai: -0.70 (Strong negative) 0.00
	reasoning Technical spec, no rights discussion
2026-03-04 15:49	eval	Evaluated by llama-4-scout-wai: -0.70 (Strong negative) 0.00
	reasoning Technical document on TLS Encrypted Client Hello, no explicit human rights discussion
2026-03-04 15:15	eval	Evaluated by llama-3.3-70b-wai: -0.70 (Strong negative) 0.00
	reasoning Technical spec, no rights discussion
2026-03-04 15:11	eval	Evaluated by llama-4-scout-wai: -0.70 (Strong negative) 0.00
	reasoning Technical document on TLS Encrypted Client Hello, no explicit human rights discussion
2026-03-04 15:10	eval	Evaluated by llama-3.3-70b-wai: -0.70 (Strong negative) 0.00
	reasoning Technical spec, no rights discussion
2026-03-04 14:33	eval	Evaluated by llama-4-scout-wai: -0.70 (Strong negative) -0.26
	reasoning Technical document on TLS Encrypted Client Hello, no explicit human rights discussion
2026-03-04 14:31	eval	Evaluated by llama-3.3-70b-wai: -0.70 (Strong negative) 0.00
	reasoning Technical spec, no rights discussion
2026-03-04 14:28	eval	Evaluated by llama-4-scout-wai: -0.44 (Moderate negative) 0.00
	reasoning Technical document on TLS Encrypted Client Hello, no explicit human rights discussion
2026-03-04 13:52	eval	Evaluated by llama-3.3-70b-wai: -0.70 (Strong negative) 0.00
	reasoning Technical spec, no rights discussion
2026-03-04 13:46	eval	Evaluated by llama-4-scout-wai: -0.44 (Moderate negative) 0.00
	reasoning Technical document on TLS Encrypted Client Hello, no explicit human rights discussion
2026-03-04 13:41	eval	Evaluated by llama-4-scout-wai: -0.44 (Moderate negative) -0.02
	reasoning Technical document on TLS Encrypted Client Hello, no explicit human rights discussion
2026-03-04 13:16	eval	Evaluated by llama-3.3-70b-wai: -0.70 (Strong negative) 0.00
	reasoning Technical spec, no rights discussion
2026-03-04 13:08	eval	Evaluated by llama-4-scout-wai: -0.42 (Moderate negative) 0.00
	reasoning Technical document on TLS Encrypted Client Hello, no explicit human rights discussion
2026-03-04 12:39	eval	Evaluated by llama-3.3-70b-wai: -0.70 (Strong negative) 0.00
	reasoning Technical spec, no rights discussion
2026-03-04 12:34	eval	Evaluated by llama-3.3-70b-wai: -0.70 (Strong negative) 0.00
	reasoning Technical spec, no rights discussion
2026-03-04 12:27	eval	Evaluated by llama-4-scout-wai: -0.42 (Moderate negative) +0.02
	reasoning Technical document on TLS Encrypted Client Hello, no explicit human rights discussion
2026-03-04 11:57	eval	Evaluated by llama-3.3-70b-wai: -0.70 (Strong negative) 0.00
	reasoning Technical spec, no rights discussion
2026-03-04 11:47	eval	Evaluated by llama-4-scout-wai: -0.44 (Moderate negative) 0.00
	reasoning Technical document on TLS Encrypted Client Hello, no explicit human rights discussion
2026-03-04 11:11	eval	Evaluated by llama-3.3-70b-wai: -0.70 (Strong negative) 0.00
	reasoning Technical spec, no rights discussion
2026-03-04 11:05	eval	Evaluated by llama-3.3-70b-wai: -0.70 (Strong negative) 0.00
	reasoning Technical spec, no rights discussion
2026-03-04 11:02	eval	Evaluated by llama-4-scout-wai: -0.44 (Moderate negative) 0.00
	reasoning Technical document on TLS Encrypted Client Hello, no explicit human rights discussion
2026-03-04 10:57	eval	Evaluated by llama-4-scout-wai: -0.44 (Moderate negative) 0.00
	reasoning Technical document on TLS Encrypted Client Hello, no explicit human rights discussion
2026-03-04 10:24	eval	Evaluated by llama-3.3-70b-wai: -0.70 (Strong negative) 0.00
	reasoning Technical spec, no rights discussion
2026-03-04 10:20	eval	Evaluated by llama-3.3-70b-wai: -0.70 (Strong negative) 0.00
	reasoning Technical spec, no rights discussion
2026-03-04 10:17	eval	Evaluated by llama-4-scout-wai: -0.44 (Moderate negative) -0.02
	reasoning Technical document on TLS Encrypted Client Hello, no explicit human rights discussion
2026-03-04 09:48	eval	Evaluated by llama-3.3-70b-wai: -0.70 (Strong negative) 0.00
	reasoning Technical spec, no rights discussion
2026-03-04 09:39	eval	Evaluated by llama-4-scout-wai: -0.42 (Moderate negative) +0.02
	reasoning Technical document on TLS Encrypted Client Hello, no explicit human rights discussion
2026-03-04 09:11	eval	Evaluated by llama-3.3-70b-wai: -0.70 (Strong negative) 0.00
	reasoning Technical spec, no rights discussion
2026-03-04 09:05	eval	Evaluated by llama-3.3-70b-wai: -0.70 (Strong negative) 0.00
	reasoning Technical spec, no rights discussion
2026-03-04 09:02	eval	Evaluated by llama-4-scout-wai: -0.44 (Moderate negative) 0.00
	reasoning Technical document on TLS Encrypted Client Hello, no explicit human rights discussion
2026-03-04 08:24	eval	Evaluated by llama-3.3-70b-wai: -0.70 (Strong negative) 0.00
	reasoning Technical spec, no rights discussion
2026-03-04 08:21	eval	Evaluated by llama-4-scout-wai: -0.44 (Moderate negative)
	reasoning Technical document on TLS Encrypted Client Hello, no explicit human rights discussion
2026-03-04 08:19	eval	Evaluated by llama-3.3-70b-wai: -0.70 (Strong negative)
	reasoning Technical spec, no rights discussion

build ee2b489+gzrb · deployed 2026-03-10 22:52 UTC · evaluated 2026-03-16 02:03:38 UTC