Greg Knauss Is Losing Himself

Alpha This system is experimental. Scores and classifications are early-stage research and may be unreliable. Methodology →

Model: @cf/meta/llama-3.3-70b-instruct-fp8-fast lite ND @cf/meta/llama-4-scout-17b-16e-instruct lite ND @cf/meta/llama-4-scout-17b-16e-instruct lite -0.04 @cf/meta/llama-3.3-70b-instruct-fp8-fast lite -0.04 @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

Model Comparison

Model	Editorial	Structural	Class	Conf	SETL	Theme
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite	ND	ND	—	0.83	—	—
@cf/meta/llama-4-scout-17b-16e-instruct lite	ND	ND	—	0.80	—	—
@cf/meta/llama-4-scout-17b-16e-instruct lite	-0.04	-0.20	Mild negative	0.80	0.18	Technology Impact
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite	-0.04	ND	Neutral	0.80	0.00	AI and work
@cf/qwen/qwen3-30b-a3b-fp8 lite	ND	ND	—	—	—	—
@cf/qwen/qwen3-30b-a3b-fp8 lite	ND	ND	—	—	—	—
openai/gpt-oss-120b:free lite	ND	ND	—	—	—	—
google/gemma-3-27b-it:free lite	ND	ND	—	—	—	—
qwen/qwen3-coder:free lite	ND	ND	—	—	—	—

Section	@cf/meta/llama-3.3-70b-instruct-fp8-fast lite	@cf/meta/llama-4-scout-17b-16e-instruct lite	@cf/meta/llama-4-scout-17b-16e-instruct lite	@cf/meta/llama-3.3-70b-instruct-fp8-fast lite	@cf/qwen/qwen3-30b-a3b-fp8 lite	@cf/qwen/qwen3-30b-a3b-fp8 lite	openai/gpt-oss-120b:free lite	google/gemma-3-27b-it:free lite	qwen/qwen3-coder:free lite
Preamble	ND	ND	ND	ND	ND	ND	ND	ND	ND
Article 1	ND	ND	ND	ND	ND	ND	ND	ND	ND
Article 2	ND	ND	ND	ND	ND	ND	ND	ND	ND
Article 3	ND	ND	ND	ND	ND	ND	ND	ND	ND
Article 4	ND	ND	ND	ND	ND	ND	ND	ND	ND
Article 5	ND	ND	ND	ND	ND	ND	ND	ND	ND
Article 6	ND	ND	ND	ND	ND	ND	ND	ND	ND
Article 7	ND	ND	ND	ND	ND	ND	ND	ND	ND
Article 8	ND	ND	ND	ND	ND	ND	ND	ND	ND
Article 9	ND	ND	ND	ND	ND	ND	ND	ND	ND
Article 10	ND	ND	ND	ND	ND	ND	ND	ND	ND
Article 11	ND	ND	ND	ND	ND	ND	ND	ND	ND
Article 12	ND	ND	ND	ND	ND	ND	ND	ND	ND
Article 13	ND	ND	ND	ND	ND	ND	ND	ND	ND
Article 14	ND	ND	ND	ND	ND	ND	ND	ND	ND
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Article 17	ND	ND	ND	ND	ND	ND	ND	ND	ND
Article 18	ND	ND	ND	ND	ND	ND	ND	ND	ND
Article 19	ND	ND	ND	ND	ND	ND	ND	ND	ND
Article 20	ND	ND	ND	ND	ND	ND	ND	ND	ND
Article 21	ND	ND	ND	ND	ND	ND	ND	ND	ND
Article 22	ND	ND	ND	ND	ND	ND	ND	ND	ND
Article 23	ND	ND	ND	ND	ND	ND	ND	ND	ND
Article 24	ND	ND	ND	ND	ND	ND	ND	ND	ND
Article 25	ND	ND	ND	ND	ND	ND	ND	ND	ND
Article 26	ND	ND	ND	ND	ND	ND	ND	ND	ND
Article 27	ND	ND	ND	ND	ND	ND	ND	ND	ND
Article 28	ND	ND	ND	ND	ND	ND	ND	ND	ND
Article 29	ND	ND	ND	ND	ND	ND	ND	ND	ND
Article 30	ND	ND	ND	ND	ND	ND	ND	ND	ND

ND	Greg Knauss Is Losing Himself (shapeof.com)
	69 points by wallflower 6 days ago \| 56 comments on HN ~lite vlite-2.0

Summary ~lite

Reflective tech article

Lite evaluation by llama-3.3-70b-wai-psq · editorial channel only · no per-section breakdown available

Longitudinal 372 HN snapshots · 54 evals

Audit Trail 74 entries

2026-03-07 18:25	eval_failure	Evaluation failed: Error: OpenRouter API error 404: {"error":{"message":"No endpoints found matching your data policy (Free model publication). Configure: https://openrouter.ai/settings/privacy","code":404}}	- -
2026-03-07 18:25	eval_retry	OpenRouter error 404 model=gpt-oss-120b	- -
2026-03-07 18:20	eval_retry	OpenRouter error 404 model=gpt-oss-120b	- -
2026-03-07 18:20	eval_failure	Evaluation failed: Error: OpenRouter API error 404: {"error":{"message":"No endpoints found matching your data policy (Free model publication). Configure: https://openrouter.ai/settings/privacy","code":404}}	- -
2026-03-07 18:14	eval_retry	OpenRouter error 404 model=gpt-oss-120b	- -
2026-03-07 18:14	eval_failure	Evaluation failed: Error: OpenRouter API error 404: {"error":{"message":"No endpoints found matching your data policy (Free model publication). Configure: https://openrouter.ai/settings/privacy","code":404}}	- -
2026-03-07 18:09	eval_failure	Evaluation failed: Error: OpenRouter API error 404: {"error":{"message":"No endpoints found matching your data policy (Free model publication). Configure: https://openrouter.ai/settings/privacy","code":404}}	- -
2026-03-07 18:09	eval_retry	OpenRouter error 404 model=gpt-oss-120b	- -
2026-03-07 18:03	eval_failure	Evaluation failed: Error: OpenRouter API error 404: {"error":{"message":"No endpoints found matching your data policy (Free model publication). Configure: https://openrouter.ai/settings/privacy","code":404}}	- -
2026-03-07 18:03	eval_retry	OpenRouter error 404 model=gpt-oss-120b	- -
2026-03-07 17:58	eval_retry	OpenRouter error 404 model=gpt-oss-120b	- -
2026-03-07 17:58	eval_failure	Evaluation failed: Error: OpenRouter API error 404: {"error":{"message":"No endpoints found matching your data policy (Free model publication). Configure: https://openrouter.ai/settings/privacy","code":404}}	- -
2026-03-07 17:53	eval_retry	OpenRouter error 404 model=gpt-oss-120b	- -
2026-03-07 17:53	eval_failure	Evaluation failed: Error: OpenRouter API error 404: {"error":{"message":"No endpoints found matching your data policy (Free model publication). Configure: https://openrouter.ai/settings/privacy","code":404}}	- -
2026-03-07 17:47	self_throttle	Self-throttle: circuit-breaker: 3 consecutive 429s	- -
2026-03-07 17:47	eval_retry	OpenRouter error 404 model=gpt-oss-120b	- -
2026-03-07 17:47	eval_failure	Evaluation failed: Error: OpenRouter API error 404: {"error":{"message":"No endpoints found matching your data policy (Free model publication). Configure: https://openrouter.ai/settings/privacy","code":404}}	- -
2026-03-07 17:45	eval_retry	OpenRouter error 404 model=gpt-oss-120b	- -
2026-03-07 17:45	eval_failure	Evaluation failed: Error: OpenRouter API error 404: {"error":{"message":"No endpoints found matching your data policy (Free model publication). Configure: https://openrouter.ai/settings/privacy","code":404}}	- -
2026-03-07 17:40	eval_retry	OpenRouter error 404 model=gpt-oss-120b	- -
2026-03-06 04:22	eval	Evaluated by llama-3.3-70b-wai-psq: +0.32 (Moderate positive) 0.00
2026-03-05 21:29	eval	Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-05 16:08	eval	Evaluated by llama-3.3-70b-wai-psq: +0.32 (Moderate positive) 0.00
2026-03-05 08:06	eval	Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-05 07:07	eval	Evaluated by llama-3.3-70b-wai-psq: +0.32 (Moderate positive) 0.00
2026-03-05 04:48	eval	Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-05 04:43	eval	Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive)
2026-03-05 04:33	eval	Evaluated by llama-3.3-70b-wai-psq: +0.32 (Moderate positive) 0.00
2026-03-05 04:27	eval	Evaluated by llama-3.3-70b-wai-psq: +0.32 (Moderate positive)
2026-03-05 04:09	eval	Evaluated by llama-4-scout-wai: -0.10 (Mild negative) 0.00
	reasoning Personal blog post discussing AI's impact on creative work, no explicit human rights discussion
2026-03-05 04:04	eval	Evaluated by llama-4-scout-wai: -0.10 (Mild negative) 0.00
	reasoning Personal blog post discussing AI's impact on creative work, no explicit human rights discussion
2026-03-05 04:00	eval	Evaluated by llama-3.3-70b-wai: -0.04 (Neutral) +0.06
	reasoning Personal blog post on coding and AI
2026-03-05 03:20	eval	Evaluated by llama-4-scout-wai: -0.10 (Mild negative) 0.00
	reasoning Personal blog post discussing AI's impact on creative work, no explicit human rights discussion
2026-03-05 03:17	eval	Evaluated by llama-3.3-70b-wai: -0.10 (Mild negative) 0.00
	reasoning Personal blog post on coding and AI
2026-03-05 02:45	eval	Evaluated by llama-4-scout-wai: -0.10 (Mild negative) 0.00
	reasoning Personal blog post discussing AI's impact on creative work, no explicit human rights discussion
2026-03-05 02:43	eval	Evaluated by llama-3.3-70b-wai: -0.10 (Mild negative) 0.00
	reasoning Personal blog post on coding and AI
2026-03-05 02:04	eval	Evaluated by llama-4-scout-wai: -0.10 (Mild negative) 0.00
	reasoning Personal blog post discussing AI's impact on creative work, no explicit human rights discussion
2026-03-05 02:03	eval	Evaluated by llama-3.3-70b-wai: -0.10 (Mild negative) 0.00
	reasoning Personal blog post on coding and AI
2026-03-05 01:25	eval	Evaluated by llama-3.3-70b-wai: -0.10 (Mild negative) 0.00
	reasoning Personal blog post on coding and AI
2026-03-05 01:24	eval	Evaluated by llama-4-scout-wai: -0.10 (Mild negative) 0.00
	reasoning Personal blog post discussing AI's impact on creative work, no explicit human rights discussion
2026-03-05 00:47	eval	Evaluated by llama-3.3-70b-wai: -0.10 (Mild negative) 0.00
	reasoning Personal blog post on coding and AI
2026-03-05 00:44	eval	Evaluated by llama-4-scout-wai: -0.10 (Mild negative) 0.00
	reasoning Personal blog post discussing AI's impact on creative work, no explicit human rights discussion
2026-03-05 00:39	eval	Evaluated by llama-4-scout-wai: -0.10 (Mild negative) 0.00
	reasoning Personal blog post discussing AI's impact on creative work, no explicit human rights discussion
2026-03-05 00:10	eval	Evaluated by llama-3.3-70b-wai: -0.10 (Mild negative) 0.00
	reasoning Personal blog post on coding and AI
2026-03-04 23:59	eval	Evaluated by llama-4-scout-wai: -0.10 (Mild negative) 0.00
	reasoning Personal blog post discussing AI's impact on creative work, no explicit human rights discussion
2026-03-04 23:53	eval	Evaluated by llama-4-scout-wai: -0.10 (Mild negative) 0.00
	reasoning Personal blog post discussing AI's impact on creative work, no explicit human rights discussion
2026-03-04 23:34	eval	Evaluated by llama-3.3-70b-wai: -0.10 (Mild negative) 0.00
	reasoning Personal blog post on coding and AI
2026-03-04 23:17	eval	Evaluated by llama-4-scout-wai: -0.10 (Mild negative) 0.00
	reasoning Personal blog post discussing AI's impact on creative work, no explicit human rights discussion
2026-03-04 22:54	eval	Evaluated by llama-3.3-70b-wai: -0.10 (Mild negative) 0.00
	reasoning Personal blog post on coding and AI
2026-03-04 22:31	eval	Evaluated by llama-4-scout-wai: -0.10 (Mild negative) 0.00
	reasoning Personal blog post discussing AI's impact on creative work, no explicit human rights discussion
2026-03-04 22:11	eval	Evaluated by llama-3.3-70b-wai: -0.10 (Mild negative) 0.00
	reasoning Personal blog post on coding and AI
2026-03-04 21:54	eval	Evaluated by llama-4-scout-wai: -0.10 (Mild negative) 0.00
	reasoning Personal blog post discussing AI's impact on creative work, no explicit human rights discussion
2026-03-04 21:43	eval	Evaluated by llama-3.3-70b-wai: -0.10 (Mild negative) 0.00
	reasoning Personal blog post on coding and AI
2026-03-04 21:17	eval	Evaluated by llama-4-scout-wai: -0.10 (Mild negative) 0.00
	reasoning Personal blog post discussing AI's impact on creative work, no explicit human rights discussion
2026-03-04 21:01	eval	Evaluated by llama-3.3-70b-wai: -0.10 (Mild negative) 0.00
	reasoning Personal blog post on coding and AI
2026-03-04 20:36	eval	Evaluated by llama-4-scout-wai: -0.10 (Mild negative) 0.00
	reasoning Personal blog post discussing AI's impact on creative work, no explicit human rights discussion
2026-03-04 20:25	eval	Evaluated by llama-3.3-70b-wai: -0.10 (Mild negative) 0.00
	reasoning Personal blog post on coding and AI
2026-03-04 19:56	eval	Evaluated by llama-4-scout-wai: -0.10 (Mild negative) 0.00
	reasoning Personal blog post discussing AI's impact on creative work, no explicit human rights discussion
2026-03-04 19:45	eval	Evaluated by llama-3.3-70b-wai: -0.10 (Mild negative) 0.00
	reasoning Personal blog post on coding and AI
2026-03-04 19:07	eval	Evaluated by llama-4-scout-wai: -0.10 (Mild negative) 0.00
	reasoning Personal blog post discussing AI's impact on creative work, no explicit human rights discussion
2026-03-04 19:02	eval	Evaluated by llama-4-scout-wai: -0.10 (Mild negative) 0.00
	reasoning Personal blog post discussing AI's impact on creative work, no explicit human rights discussion
2026-03-04 18:51	eval	Evaluated by llama-3.3-70b-wai: -0.10 (Mild negative) +0.05
	reasoning Personal blog post on coding and AI
2026-03-04 18:00	eval	Evaluated by llama-4-scout-wai: -0.10 (Mild negative) 0.00
	reasoning Personal blog post discussing AI's impact on creative work, no explicit human rights discussion
2026-03-04 17:56	eval	Evaluated by llama-4-scout-wai: -0.10 (Mild negative) 0.00
	reasoning Personal blog post discussing AI's impact on creative work, no explicit human rights discussion
2026-03-04 17:53	eval	Evaluated by llama-3.3-70b-wai: -0.15 (Mild negative) 0.00
	reasoning Personal blog post on coding and AI
2026-03-04 16:29	eval	Evaluated by llama-4-scout-wai: -0.10 (Mild negative) 0.00
	reasoning Personal blog post discussing AI's impact on creative work, no explicit human rights discussion
2026-03-04 16:27	eval	Evaluated by llama-3.3-70b-wai: -0.15 (Mild negative) -0.05
	reasoning Personal blog post on coding and AI
2026-03-04 15:44	eval	Evaluated by llama-4-scout-wai: -0.10 (Mild negative) 0.00
	reasoning Personal blog post discussing AI's impact on creative work, no explicit human rights discussion
2026-03-04 15:42	eval	Evaluated by llama-3.3-70b-wai: -0.10 (Mild negative) 0.00
	reasoning Personal blog post on coding and AI
2026-03-04 15:37	eval	Evaluated by llama-3.3-70b-wai: -0.10 (Mild negative) 0.00
	reasoning Personal blog post on coding and AI
2026-03-04 15:06	eval	Evaluated by llama-4-scout-wai: -0.10 (Mild negative) 0.00
	reasoning Personal blog post discussing AI's impact on creative work, no explicit human rights discussion
2026-03-04 15:02	eval	Evaluated by llama-3.3-70b-wai: -0.10 (Mild negative) 0.00
	reasoning Personal blog post on coding and AI
2026-03-04 14:25	eval	Evaluated by llama-4-scout-wai: -0.10 (Mild negative)
	reasoning Personal blog post discussing AI's impact on creative work, no explicit human rights discussion
2026-03-04 14:22	eval	Evaluated by llama-3.3-70b-wai: -0.10 (Mild negative)
	reasoning Personal blog post on coding and AI

build 52f271b+9z5u · deployed 2026-03-08 04:04 UTC · evaluated 2026-03-08 02:36:46 UTC