Shut Up and Take My Money

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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-4-scout-17b-16e-instruct lite 0.00 @cf/meta/llama-3.3-70b-instruct-fp8-fast lite -0.04 openai/gpt-oss-120b:free lite ND google/gemma-3-27b-it:free lite ND qwen/qwen3-coder:free lite ND Compare

ND	Shut Up and Take My Money (lorendb.dev)
	17 points by LorenDB 2 days ago \| 3 comments on HN ~lite vlite-2.0

Summary ~lite

The author criticizes software sales processes, advocating for self-service options.

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

Longitudinal 88 HN snapshots · 72 evals

Audit Trail 92 entries

2026-03-07 19:11	eval_success	PSQ evaluated: g-PSQ=0.280 (3 dims)	- -
2026-03-07 19:11	eval	Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-07 18:30	eval_success	PSQ evaluated: g-PSQ=0.290 (3 dims)	- -
2026-03-07 18:30	eval	Evaluated by llama-3.3-70b-wai-psq: +0.29 (Mild positive) 0.00
2026-03-07 18:25	eval_success	PSQ evaluated: g-PSQ=0.290 (3 dims)	- -
2026-03-07 18:25	eval	Evaluated by llama-3.3-70b-wai-psq: +0.29 (Mild positive) 0.00
2026-03-07 17:38	eval_success	PSQ evaluated: g-PSQ=0.280 (3 dims)	- -
2026-03-07 17:38	eval	Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-07 17:20	eval_success	PSQ evaluated: g-PSQ=0.290 (3 dims)	- -
2026-03-07 17:20	eval	Evaluated by llama-3.3-70b-wai-psq: +0.29 (Mild positive) 0.00
2026-03-07 04:49	eval_success	PSQ evaluated: g-PSQ=0.290 (3 dims)	- -
2026-03-07 04:49	eval	Evaluated by llama-3.3-70b-wai-psq: +0.29 (Mild positive) 0.00
2026-03-07 04:30	eval_success	PSQ evaluated: g-PSQ=0.280 (3 dims)	- -
2026-03-07 04:30	eval	Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-07 04:15	eval_success	PSQ evaluated: g-PSQ=0.290 (3 dims)	- -
2026-03-07 04:15	eval	Evaluated by llama-3.3-70b-wai-psq: +0.29 (Mild positive) 0.00
2026-03-07 04:10	eval_success	PSQ evaluated: g-PSQ=0.290 (3 dims)	- -
2026-03-07 04:10	eval	Evaluated by llama-3.3-70b-wai-psq: +0.29 (Mild positive) 0.00
2026-03-07 03:56	eval_success	PSQ evaluated: g-PSQ=0.280 (3 dims)	- -
2026-03-07 03:56	eval	Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-07 03:50	eval_success	PSQ evaluated: g-PSQ=0.280 (3 dims)	- -
2026-03-07 03:50	eval	Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-07 03:40	eval_success	PSQ evaluated: g-PSQ=0.290 (3 dims)	- -
2026-03-07 03:40	eval	Evaluated by llama-3.3-70b-wai-psq: +0.29 (Mild positive) 0.00
2026-03-07 03:18	eval_success	PSQ evaluated: g-PSQ=0.280 (3 dims)	- -
2026-03-07 03:18	eval	Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-07 03:04	eval_success	PSQ evaluated: g-PSQ=0.290 (3 dims)	- -
2026-03-07 03:04	eval	Evaluated by llama-3.3-70b-wai-psq: +0.29 (Mild positive) 0.00
2026-03-07 02:42	eval_success	PSQ evaluated: g-PSQ=0.280 (3 dims)	- -
2026-03-07 02:42	eval	Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-07 02:24	eval_success	PSQ evaluated: g-PSQ=0.290 (3 dims)	- -
2026-03-07 02:24	eval	Evaluated by llama-3.3-70b-wai-psq: +0.29 (Mild positive) 0.00
2026-03-07 02:06	eval_success	PSQ evaluated: g-PSQ=0.280 (3 dims)	- -
2026-03-07 02:06	eval	Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-07 01:51	eval_success	PSQ evaluated: g-PSQ=0.290 (3 dims)	- -
2026-03-07 01:51	eval	Evaluated by llama-3.3-70b-wai-psq: +0.29 (Mild positive) 0.00
2026-03-07 01:47	eval_success	PSQ evaluated: g-PSQ=0.290 (3 dims)	- -
2026-03-07 01:47	eval	Evaluated by llama-3.3-70b-wai-psq: +0.29 (Mild positive) 0.00
2026-03-07 01:26	eval_success	PSQ evaluated: g-PSQ=0.280 (3 dims)	- -
2026-03-07 01:26	eval	Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-07 01:09	eval	Evaluated by llama-3.3-70b-wai-psq: +0.29 (Mild positive) 0.00
2026-03-07 00:52	eval	Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-07 00:47	eval	Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-07 00:09	eval	Evaluated by llama-3.3-70b-wai-psq: +0.29 (Mild positive) 0.00
2026-03-06 23:46	eval	Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 23:36	eval	Evaluated by llama-3.3-70b-wai-psq: +0.29 (Mild positive) 0.00
2026-03-06 23:32	eval	Evaluated by llama-3.3-70b-wai-psq: +0.29 (Mild positive) 0.00
2026-03-06 23:12	eval	Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 22:57	eval	Evaluated by llama-3.3-70b-wai-psq: +0.29 (Mild positive) 0.00
2026-03-06 22:08	eval	Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 22:03	eval	Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 21:45	eval	Evaluated by llama-3.3-70b-wai-psq: +0.29 (Mild positive) 0.00
2026-03-06 21:11	eval	Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 21:04	eval	Evaluated by llama-3.3-70b-wai-psq: +0.29 (Mild positive) 0.00
2026-03-06 20:59	eval	Evaluated by llama-3.3-70b-wai-psq: +0.29 (Mild positive) 0.00
2026-03-06 20:29	eval	Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 20:19	eval	Evaluated by llama-3.3-70b-wai-psq: +0.29 (Mild positive) 0.00
2026-03-06 19:54	eval	Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 19:42	eval	Evaluated by llama-3.3-70b-wai-psq: +0.29 (Mild positive) 0.00
2026-03-06 19:19	eval	Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 19:08	eval	Evaluated by llama-3.3-70b-wai-psq: +0.29 (Mild positive) 0.00
2026-03-06 18:39	eval	Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 18:27	eval	Evaluated by llama-3.3-70b-wai-psq: +0.29 (Mild positive) 0.00
2026-03-06 17:29	eval	Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 17:24	eval	Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 17:14	eval	Evaluated by llama-3.3-70b-wai-psq: +0.29 (Mild positive) 0.00
2026-03-06 16:48	eval	Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 16:38	eval	Evaluated by llama-3.3-70b-wai-psq: +0.29 (Mild positive) 0.00
2026-03-06 16:11	eval	Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 16:03	eval	Evaluated by llama-3.3-70b-wai-psq: +0.29 (Mild positive) 0.00
2026-03-06 15:35	eval	Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 15:28	eval	Evaluated by llama-3.3-70b-wai-psq: +0.29 (Mild positive) 0.00
2026-03-06 15:23	eval	Evaluated by llama-3.3-70b-wai-psq: +0.29 (Mild positive) 0.00
2026-03-06 14:56	eval	Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 14:41	eval	Evaluated by llama-3.3-70b-wai-psq: +0.29 (Mild positive) 0.00
2026-03-06 14:11	eval	Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 14:03	eval	Evaluated by llama-3.3-70b-wai-psq: +0.29 (Mild positive) 0.00
2026-03-06 13:33	eval	Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 13:28	eval	Evaluated by llama-3.3-70b-wai-psq: +0.29 (Mild positive) 0.00
2026-03-06 12:56	eval	Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 12:54	eval	Evaluated by llama-3.3-70b-wai-psq: +0.29 (Mild positive) 0.00
2026-03-06 12:23	eval	Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 12:22	eval	Evaluated by llama-3.3-70b-wai-psq: +0.29 (Mild positive) 0.00
2026-03-06 11:50	eval	Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive)
2026-03-06 11:49	eval	Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
	reasoning Personal blog post about software purchasing experiences, no explicit human rights discussion
2026-03-06 11:49	eval	Evaluated by llama-3.3-70b-wai-psq: +0.29 (Mild positive)
2026-03-06 11:43	eval	Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
	reasoning Personal blog post about software purchasing experiences, no explicit human rights discussion
2026-03-06 11:38	eval	Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
	reasoning Personal blog post about software purchasing experiences, no explicit human rights discussion
2026-03-06 11:32	eval	Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
	reasoning Personal blog post about software purchasing experiences, no explicit human rights discussion
2026-03-06 11:26	eval	Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
	reasoning Personal blog post about software purchasing experiences, no explicit human rights discussion
2026-03-06 11:21	eval	Evaluated by llama-4-scout-wai: -0.08 (Neutral)
	reasoning Personal blog post about software purchasing experiences, no explicit human rights discussion
2026-03-06 11:21	eval	Evaluated by llama-3.3-70b-wai: -0.26 (Mild negative)
	reasoning Consumer rights, transparency in sales

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