Picking Up a Zillion Pieces of Litter

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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 +0.10 @cf/meta/llama-3.3-70b-instruct-fp8-fast lite +0.20 @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	Picking Up a Zillion Pieces of Litter (www.sixstepstobetterhealth.com)
	207 points by colinbartlett 6 days ago \| 74 comments on HN ~lite vlite-2.0

Summary ~lite

The author shares a personal project to pick up a large amount of litter, promoting environmental cleanliness and personal responsibility.

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

Longitudinal 522 HN snapshots · 49 evals

Audit Trail 69 entries

2026-03-06 22:43	eval_success	PSQ evaluated: g-PSQ=0.600 (3 dims)	- -
2026-03-06 22:43	eval	Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-06 22:28	eval_success	PSQ evaluated: g-PSQ=0.675 (3 dims)	- -
2026-03-06 22:28	eval	Evaluated by llama-3.3-70b-wai-psq: +0.68 (Strong positive) 0.00
2026-03-06 17:48	eval_success	PSQ evaluated: g-PSQ=0.600 (3 dims)	- -
2026-03-06 17:48	eval	Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-06 17:28	eval_success	PSQ evaluated: g-PSQ=0.675 (3 dims)	- -
2026-03-06 17:28	eval	Evaluated by llama-3.3-70b-wai-psq: +0.68 (Strong positive) 0.00
2026-03-06 10:37	eval_success	PSQ evaluated: g-PSQ=0.675 (3 dims)	- -
2026-03-06 10:37	eval	Evaluated by llama-3.3-70b-wai-psq: +0.68 (Strong positive) 0.00
2026-03-06 10:23	eval_success	PSQ evaluated: g-PSQ=0.600 (3 dims)	- -
2026-03-06 10:23	eval	Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) +0.48
2026-03-06 10:18	eval_success	PSQ evaluated: g-PSQ=0.120 (3 dims)	- -
2026-03-06 10:18	eval	Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-06 10:05	eval_success	PSQ evaluated: g-PSQ=0.675 (3 dims)	- -
2026-03-06 10:05	eval	Evaluated by llama-3.3-70b-wai-psq: +0.68 (Strong positive) 0.00
2026-03-06 10:00	eval_success	PSQ evaluated: g-PSQ=0.675 (3 dims)	- -
2026-03-06 10:00	eval	Evaluated by llama-3.3-70b-wai-psq: +0.68 (Strong positive) 0.00
2026-03-06 09:45	eval_success	PSQ evaluated: g-PSQ=0.120 (3 dims)	- -
2026-03-06 09:45	eval	Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-06 09:26	eval_success	PSQ evaluated: g-PSQ=0.675 (3 dims)	- -
2026-03-06 09:26	eval	Evaluated by llama-3.3-70b-wai-psq: +0.68 (Strong positive) 0.00
2026-03-06 09:10	eval_success	PSQ evaluated: g-PSQ=0.120 (3 dims)	- -
2026-03-06 09:10	eval	Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) -0.48
2026-03-06 08:52	eval_success	PSQ evaluated: g-PSQ=0.675 (3 dims)	- -
2026-03-06 08:52	eval	Evaluated by llama-3.3-70b-wai-psq: +0.68 (Strong positive) 0.00
2026-03-06 08:39	eval_success	PSQ evaluated: g-PSQ=0.600 (3 dims)	- -
2026-03-06 08:39	eval	Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-06 08:33	eval_success	PSQ evaluated: g-PSQ=0.600 (3 dims)	- -
2026-03-06 08:33	eval	Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-06 08:24	eval_success	PSQ evaluated: g-PSQ=0.675 (3 dims)	- -
2026-03-06 08:24	eval	Evaluated by llama-3.3-70b-wai-psq: +0.68 (Strong positive) 0.00
2026-03-06 08:03	eval_success	PSQ evaluated: g-PSQ=0.600 (3 dims)	- -
2026-03-06 08:03	eval	Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) +0.48
2026-03-06 07:52	eval_success	PSQ evaluated: g-PSQ=0.675 (3 dims)	- -
2026-03-06 07:52	eval	Evaluated by llama-3.3-70b-wai-psq: +0.68 (Strong positive) 0.00
2026-03-06 07:29	eval_success	PSQ evaluated: g-PSQ=0.120 (3 dims)	- -
2026-03-06 07:29	eval	Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) -0.48
2026-03-06 07:19	eval_success	PSQ evaluated: g-PSQ=0.675 (3 dims)	- -
2026-03-06 07:19	eval	Evaluated by llama-3.3-70b-wai-psq: +0.68 (Strong positive) 0.00
2026-03-06 06:57	eval	Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-06 06:47	eval	Evaluated by llama-3.3-70b-wai-psq: +0.68 (Strong positive) 0.00
2026-03-06 06:26	eval	Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-06 06:16	eval	Evaluated by llama-3.3-70b-wai-psq: +0.68 (Strong positive) 0.00
2026-03-06 05:52	eval	Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-06 05:35	eval	Evaluated by llama-3.3-70b-wai-psq: +0.68 (Strong positive) 0.00
2026-03-06 04:43	eval	Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-06 04:10	eval	Evaluated by llama-3.3-70b-wai-psq: +0.68 (Strong positive) 0.00
2026-03-05 18:35	eval	Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-05 14:47	eval	Evaluated by llama-3.3-70b-wai-psq: +0.68 (Strong positive) 0.00
2026-03-05 07:49	eval	Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-05 06:47	eval	Evaluated by llama-3.3-70b-wai-psq: +0.68 (Strong positive) 0.00
2026-03-05 04:45	eval	Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-05 04:40	eval	Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive)
2026-03-05 04:26	eval	Evaluated by llama-3.3-70b-wai-psq: +0.68 (Strong positive) 0.00
2026-03-05 04:21	eval	Evaluated by llama-3.3-70b-wai-psq: +0.68 (Strong positive)
2026-03-05 04:10	eval	Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
	reasoning Personal blog post about environmental cleanup, no explicit human rights discussion
2026-03-05 04:00	eval	Evaluated by llama-3.3-70b-wai: -0.04 (Neutral) 0.00
	reasoning Environmental advocacy
2026-03-05 03:34	eval	Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
	reasoning Personal blog post about environmental cleanup, no explicit human rights discussion
2026-03-05 03:29	eval	Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
	reasoning Personal blog post about environmental cleanup, no explicit human rights discussion
2026-03-05 03:17	eval	Evaluated by llama-3.3-70b-wai: -0.04 (Neutral) 0.00
	reasoning Environmental advocacy
2026-03-05 02:49	eval	Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
	reasoning Personal blog post about environmental cleanup, no explicit human rights discussion
2026-03-05 02:45	eval	Evaluated by llama-3.3-70b-wai: -0.04 (Neutral) 0.00
	reasoning Environmental advocacy
2026-03-05 02:44	eval	Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
	reasoning Personal blog post about environmental cleanup, no explicit human rights discussion
2026-03-05 02:08	eval	Evaluated by llama-3.3-70b-wai: -0.04 (Neutral) 0.00
	reasoning Environmental advocacy
2026-03-05 02:05	eval	Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
	reasoning Personal blog post about environmental cleanup, no explicit human rights discussion
2026-03-05 01:32	eval	Evaluated by llama-3.3-70b-wai: -0.04 (Neutral) 0.00
	reasoning Environmental advocacy
2026-03-05 01:27	eval	Evaluated by llama-4-scout-wai: +0.10 (Mild positive)
	reasoning Personal blog post about environmental cleanup, no explicit human rights discussion
2026-03-05 01:27	eval	Evaluated by llama-3.3-70b-wai: -0.04 (Neutral)
	reasoning Environmental advocacy

build 0c6d3c6+ka9a · deployed 2026-03-08 00:28 UTC · evaluated 2026-03-03 07:16:53 UTC