Plastic is made from milk and it vanishes in 13 weeks

Alpha 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 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 +0.10 claude-haiku-4-5 lite +0.26 openai/gpt-oss-120b:free lite ND google/gemma-3-27b-it:free lite ND qwen/qwen3-coder:free lite ND Compare

ND	Plastic is made from milk and it vanishes in 13 weeks (www.sciencedaily.com)
	99 points by JeanKage 5 days ago \| 87 comments on HN ~lite vlite-2.0

Summary ~lite

Biodegradable plastic made from milk protein breaks down in 13 weeks.

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

Longitudinal 250 HN snapshots · 96 evals

Audit Trail 116 entries

2026-03-05 07:22	eval_success	PSQ evaluated: g-PSQ=0.440 (3 dims)	- -
2026-03-05 07:22	eval	Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive)
2026-03-05 07:13	eval_success	PSQ evaluated: g-PSQ=0.323 (3 dims)	- -
2026-03-05 07:13	eval	Evaluated by llama-3.3-70b-wai-psq: +0.32 (Moderate positive)
2026-03-03 18:12	eval_success	Lite evaluated: Neutral (0.06)	- -
2026-03-03 18:12	eval	Evaluated by llama-3.3-70b-wai: +0.06 (Neutral) 0.00
	reasoning Science article on biodegradable plastic made from milk
2026-03-03 18:12	rater_validation_warn	Lite validation warnings for model llama-3.3-70b-wai: 1W 0R	- -
2026-03-03 17:58	eval_success	Lite evaluated: Mild positive (0.12)	- -
2026-03-03 17:58	eval	Evaluated by llama-4-scout-wai: +0.12 (Mild positive) 0.00
	reasoning Science article on biodegradable plastic made from milk protein, environmental focus
2026-03-03 17:35	eval_success	Lite evaluated: Neutral (0.06)	- -
2026-03-03 17:35	eval	Evaluated by llama-3.3-70b-wai: +0.06 (Neutral) 0.00
	reasoning Science article on biodegradable plastic made from milk
2026-03-03 17:35	rater_validation_warn	Lite validation warnings for model llama-3.3-70b-wai: 1W 0R	- -
2026-03-03 17:18	eval_success	Lite evaluated: Mild positive (0.12)	- -
2026-03-03 17:18	eval	Evaluated by llama-4-scout-wai: +0.12 (Mild positive) 0.00
	reasoning Science article on biodegradable plastic made from milk protein, environmental focus
2026-03-03 16:59	eval_success	Lite evaluated: Neutral (0.06)	- -
2026-03-03 16:59	eval	Evaluated by llama-3.3-70b-wai: +0.06 (Neutral) 0.00
	reasoning Science article on biodegradable plastic made from milk
2026-03-03 16:59	rater_validation_warn	Lite validation warnings for model llama-3.3-70b-wai: 1W 0R	- -
2026-03-03 16:43	eval_success	Lite evaluated: Mild positive (0.12)	- -
2026-03-03 16:43	eval	Evaluated by llama-4-scout-wai: +0.12 (Mild positive) 0.00
	reasoning Science article on biodegradable plastic made from milk protein, environmental focus
2026-03-03 16:22	eval_success	Lite evaluated: Neutral (0.06)	- -
2026-03-03 16:22	eval	Evaluated by llama-3.3-70b-wai: +0.06 (Neutral) 0.00
	reasoning Science article on biodegradable plastic made from milk
2026-03-03 16:22	rater_validation_warn	Lite validation warnings for model llama-3.3-70b-wai: 1W 0R	- -
2026-03-03 16:02	eval_success	Lite evaluated: Mild positive (0.12)	- -
2026-03-03 16:02	eval	Evaluated by llama-4-scout-wai: +0.12 (Mild positive) 0.00
	reasoning Science article on biodegradable plastic made from milk protein, environmental focus
2026-03-03 15:56	eval_success	Lite evaluated: Mild positive (0.12)	- -
2026-03-03 15:56	eval	Evaluated by llama-4-scout-wai: +0.12 (Mild positive) 0.00
	reasoning Science article on biodegradable plastic made from milk protein, environmental focus
2026-03-03 15:36	eval_success	Lite evaluated: Neutral (0.06)	- -
2026-03-03 15:36	rater_validation_warn	Lite validation warnings for model llama-3.3-70b-wai: 1W 0R	- -
2026-03-03 15:36	eval	Evaluated by llama-3.3-70b-wai: +0.06 (Neutral) 0.00
	reasoning Science article on biodegradable plastic made from milk
2026-03-03 15:15	eval_success	Lite evaluated: Mild positive (0.12)	- -
2026-03-03 15:15	eval	Evaluated by llama-4-scout-wai: +0.12 (Mild positive) 0.00
	reasoning Science article on biodegradable plastic made from milk protein, environmental focus
2026-03-03 15:03	eval_success	Lite evaluated: Neutral (0.06)	- -
2026-03-03 15:03	eval	Evaluated by llama-3.3-70b-wai: +0.06 (Neutral) 0.00
	reasoning Science article on biodegradable plastic made from milk
2026-03-03 15:03	rater_validation_warn	Lite validation warnings for model llama-3.3-70b-wai: 1W 0R	- -
2026-03-03 14:40	eval	Evaluated by llama-4-scout-wai: +0.12 (Mild positive) 0.00
	reasoning Science article on biodegradable plastic made from milk protein, environmental focus
2026-03-03 14:35	eval	Evaluated by llama-4-scout-wai: +0.12 (Mild positive) 0.00
	reasoning Science article on biodegradable plastic made from milk protein, environmental focus
2026-03-03 14:19	eval	Evaluated by llama-3.3-70b-wai: +0.06 (Neutral) 0.00
	reasoning Science article on biodegradable plastic made from milk
2026-03-03 14:15	eval	Evaluated by llama-3.3-70b-wai: +0.06 (Neutral) 0.00
	reasoning Science article on biodegradable plastic made from milk
2026-03-03 13:52	eval	Evaluated by llama-4-scout-wai: +0.12 (Mild positive) 0.00
	reasoning Science article on biodegradable plastic made from milk protein, environmental focus
2026-03-03 13:47	eval	Evaluated by llama-4-scout-wai: +0.12 (Mild positive) 0.00
	reasoning Science article on biodegradable plastic made from milk protein, environmental focus
2026-03-03 13:34	eval	Evaluated by llama-3.3-70b-wai: +0.06 (Neutral) 0.00
	reasoning Science article on biodegradable plastic made from milk
2026-03-03 13:05	eval	Evaluated by llama-4-scout-wai: +0.12 (Mild positive) 0.00
	reasoning Science article on biodegradable plastic made from milk protein, environmental focus
2026-03-03 13:00	eval	Evaluated by llama-4-scout-wai: +0.12 (Mild positive) 0.00
	reasoning Science article on biodegradable plastic made from milk protein, environmental focus
2026-03-03 12:51	eval	Evaluated by llama-3.3-70b-wai: +0.06 (Neutral) 0.00
	reasoning Science article on biodegradable plastic made from milk
2026-03-03 12:18	eval	Evaluated by llama-4-scout-wai: +0.12 (Mild positive) 0.00
	reasoning Science article on biodegradable plastic made from milk protein, environmental focus
2026-03-03 12:11	eval	Evaluated by llama-3.3-70b-wai: +0.06 (Neutral) 0.00
	reasoning Science article on biodegradable plastic made from milk
2026-03-03 11:31	eval	Evaluated by llama-4-scout-wai: +0.12 (Mild positive) 0.00
	reasoning Science article on biodegradable plastic made from milk protein, environmental focus
2026-03-03 11:22	eval	Evaluated by llama-3.3-70b-wai: +0.06 (Neutral) 0.00
	reasoning Science article on biodegradable plastic made from milk
2026-03-03 10:46	eval	Evaluated by llama-4-scout-wai: +0.12 (Mild positive) 0.00
	reasoning Science article on biodegradable plastic made from milk protein, environmental focus
2026-03-03 10:36	eval	Evaluated by llama-3.3-70b-wai: +0.06 (Neutral) 0.00
	reasoning Science article on biodegradable plastic made from milk
2026-03-03 10:05	eval	Evaluated by llama-4-scout-wai: +0.12 (Mild positive) 0.00
	reasoning Science article on biodegradable plastic made from milk protein, environmental focus
2026-03-03 09:57	eval	Evaluated by llama-3.3-70b-wai: +0.06 (Neutral) 0.00
	reasoning Science article on biodegradable plastic made from milk
2026-03-03 09:11	eval	Evaluated by llama-4-scout-wai: +0.12 (Mild positive) 0.00
	reasoning Science article on biodegradable plastic made from milk protein, environmental focus
2026-03-03 09:10	eval	Evaluated by llama-3.3-70b-wai: +0.06 (Neutral) -0.02
	reasoning Science article on biodegradable plastic made from milk
2026-03-03 09:05	eval	Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) +0.02
	reasoning Science article on biodegradable plastic made from milk
2026-03-03 08:37	eval	Evaluated by llama-4-scout-wai: +0.12 (Mild positive) 0.00
	reasoning Science article on biodegradable plastic made from milk protein, environmental focus
2026-03-03 08:26	eval	Evaluated by llama-3.3-70b-wai: +0.06 (Neutral) 0.00
	reasoning Science article on biodegradable plastic made from milk
2026-03-03 08:03	eval	Evaluated by llama-4-scout-wai: +0.12 (Mild positive) 0.00
	reasoning Science article on biodegradable plastic made from milk protein, environmental focus
2026-03-03 07:51	eval	Evaluated by llama-3.3-70b-wai: +0.06 (Neutral) 0.00
	reasoning Science article on biodegradable plastic made from milk
2026-03-03 07:18	eval	Evaluated by llama-4-scout-wai: +0.12 (Mild positive) 0.00
	reasoning Science article on biodegradable plastic made from milk protein, environmental focus
2026-03-03 07:06	eval	Evaluated by llama-3.3-70b-wai: +0.06 (Neutral) 0.00
	reasoning Science article on biodegradable plastic made from milk
2026-03-03 06:30	eval	Evaluated by llama-4-scout-wai: +0.12 (Mild positive) 0.00
	reasoning Science article on biodegradable plastic made from milk protein, environmental focus
2026-03-03 06:20	eval	Evaluated by llama-3.3-70b-wai: +0.06 (Neutral) 0.00
	reasoning Science article on biodegradable plastic made from milk
2026-03-03 05:57	eval	Evaluated by llama-4-scout-wai: +0.12 (Mild positive) 0.00
	reasoning Science article on biodegradable plastic made from milk protein, environmental focus
2026-03-03 05:46	eval	Evaluated by llama-3.3-70b-wai: +0.06 (Neutral) 0.00
	reasoning Science article on biodegradable plastic made from milk
2026-03-03 05:19	eval	Evaluated by llama-4-scout-wai: +0.12 (Mild positive) 0.00
	reasoning Science article on biodegradable plastic made from milk protein, environmental focus
2026-03-03 05:05	eval	Evaluated by llama-3.3-70b-wai: +0.06 (Neutral) 0.00
	reasoning Science article on biodegradable plastic made from milk
2026-03-03 05:00	eval	Evaluated by llama-3.3-70b-wai: +0.06 (Neutral) 0.00
	reasoning Science article on biodegradable plastic made from milk
2026-03-03 04:37	eval	Evaluated by llama-4-scout-wai: +0.12 (Mild positive) 0.00
	reasoning Science article on biodegradable plastic made from milk protein, environmental focus
2026-03-03 04:29	eval	Evaluated by llama-3.3-70b-wai: +0.06 (Neutral) 0.00
	reasoning Science article on biodegradable plastic made from milk
2026-03-03 04:05	eval	Evaluated by llama-4-scout-wai: +0.12 (Mild positive) 0.00
	reasoning Science article on biodegradable plastic made from milk protein, environmental focus
2026-03-03 04:00	eval	Evaluated by llama-4-scout-wai: +0.12 (Mild positive) 0.00
	reasoning Science article on biodegradable plastic made from milk protein, environmental focus
2026-03-03 03:55	eval	Evaluated by llama-3.3-70b-wai: +0.06 (Neutral) 0.00
	reasoning Science article on biodegradable plastic made from milk
2026-03-03 03:50	eval	Evaluated by llama-3.3-70b-wai: +0.06 (Neutral) 0.00
	reasoning Science article on biodegradable plastic made from milk
2026-03-03 03:22	eval	Evaluated by llama-4-scout-wai: +0.12 (Mild positive) 0.00
	reasoning Science article on biodegradable plastic made from milk protein, environmental focus
2026-03-03 03:14	eval	Evaluated by llama-3.3-70b-wai: +0.06 (Neutral) 0.00
	reasoning Science article on biodegradable plastic made from milk
2026-03-03 03:09	eval	Evaluated by llama-3.3-70b-wai: +0.06 (Neutral) 0.00
	reasoning Science article on biodegradable plastic made from milk
2026-03-03 02:49	eval	Evaluated by llama-4-scout-wai: +0.12 (Mild positive) 0.00
	reasoning Science article on biodegradable plastic made from milk protein, environmental focus
2026-03-03 02:30	eval	Evaluated by llama-3.3-70b-wai: +0.06 (Neutral) 0.00
	reasoning Science article on biodegradable plastic made from milk
2026-03-03 02:12	eval	Evaluated by llama-4-scout-wai: +0.12 (Mild positive) 0.00
	reasoning Science article on biodegradable plastic made from milk protein, environmental focus
2026-03-03 01:59	eval	Evaluated by llama-3.3-70b-wai: +0.06 (Neutral) 0.00
	reasoning Science article on biodegradable plastic made from milk
2026-03-03 01:27	eval	Evaluated by llama-4-scout-wai: +0.12 (Mild positive) 0.00
	reasoning Science article on biodegradable plastic made from milk protein, environmental focus
2026-03-03 01:11	eval	Evaluated by llama-3.3-70b-wai: +0.06 (Neutral) 0.00
	reasoning Science article on biodegradable plastic made from milk
2026-03-03 00:52	eval	Evaluated by llama-4-scout-wai: +0.12 (Mild positive) 0.00
	reasoning Science article on biodegradable plastic made from milk protein, environmental focus
2026-03-03 00:47	eval	Evaluated by llama-4-scout-wai: +0.12 (Mild positive) 0.00
	reasoning Science article on biodegradable plastic made from milk protein, environmental focus
2026-03-03 00:31	eval	Evaluated by llama-3.3-70b-wai: +0.06 (Neutral) 0.00
	reasoning Science article on biodegradable plastic made from milk
2026-03-03 00:08	eval	Evaluated by llama-4-scout-wai: +0.12 (Mild positive) -0.04
	reasoning Science article on biodegradable plastic made from milk protein, environmental focus
2026-03-03 00:00	eval	Evaluated by llama-3.3-70b-wai: +0.06 (Neutral) -0.10
	reasoning Science article on biodegradable plastic made from milk
2026-03-02 23:34	eval	Evaluated by llama-4-scout-wai: +0.16 (Mild positive) 0.00
	reasoning Science article on biodegradable plastic made from milk protein, environmental focus
2026-03-02 23:29	eval	Evaluated by llama-4-scout-wai: +0.16 (Mild positive) 0.00
	reasoning Science article on biodegradable plastic made from milk protein, environmental focus
2026-03-02 23:21	eval	Evaluated by llama-3.3-70b-wai: +0.16 (Mild positive) 0.00
	reasoning Science article on biodegradable plastic made from milk
2026-03-02 22:55	eval	Evaluated by llama-4-scout-wai: +0.16 (Mild positive) 0.00
	reasoning Science article on biodegradable plastic made from milk protein, environmental focus
2026-03-02 22:49	eval	Evaluated by llama-4-scout-wai: +0.16 (Mild positive) +0.16
	reasoning Science article on biodegradable plastic made from milk protein, environmental focus
2026-03-02 22:44	eval	Evaluated by llama-3.3-70b-wai: +0.16 (Mild positive) +0.06
	reasoning Science article on biodegradable plastic made from milk
2026-03-02 22:10	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Science article on biodegradable plastic made from milk protein, environmental focus
2026-03-02 22:08	eval	Evaluated by llama-3.3-70b-wai: +0.10 (Mild positive) 0.00
	reasoning Science article on biodegradable plastic made from milk
2026-03-02 22:03	eval	Evaluated by llama-3.3-70b-wai: +0.10 (Mild positive) +0.10
	reasoning Science article on biodegradable plastic made from milk
2026-03-02 21:53	eval	Evaluated by claude-haiku-4-5: +0.26 (Mild positive)
	reasoning Environmental solution reporting; health impacts implicitly acknowledged
2026-03-02 21:31	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Science article on biodegradable plastic made from milk protein, environmental focus
2026-03-02 21:28	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Science article on biodegradable plastic made from milk
2026-03-02 20:47	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Science article on biodegradable plastic made from milk protein, environmental focus
2026-03-02 20:42	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Science article on biodegradable plastic made from milk
2026-03-02 20:37	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) -0.10
	reasoning Science article on biodegradable plastic made from milk
2026-03-02 20:00	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Science article on biodegradable plastic made from milk protein, environmental focus
2026-03-02 19:55	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Science article on biodegradable plastic made from milk protein, environmental focus
2026-03-02 19:52	eval	Evaluated by llama-3.3-70b-wai: +0.10 (Mild positive) 0.00
	reasoning Science article on biodegradable plastic made from milk
2026-03-02 19:17	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Science article on biodegradable plastic made from milk protein, environmental focus
2026-03-02 19:13	eval	Evaluated by llama-3.3-70b-wai: +0.10 (Mild positive) +0.10
	reasoning Science article on biodegradable plastic made from milk
2026-03-02 18:10	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Science article on biodegradable plastic made from milk protein, environmental focus
2026-03-02 18:08	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) -0.10
	reasoning Science article on biodegradable plastic made from milk
2026-03-02 17:03	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Science article on biodegradable plastic made from milk protein, environmental focus
2026-03-02 17:00	eval	Evaluated by llama-3.3-70b-wai: +0.10 (Mild positive) 0.00
	reasoning Science article on biodegradable plastic made from milk
2026-03-02 16:58	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning Science article on biodegradable plastic made from milk protein, environmental focus
2026-03-02 15:37	eval	Evaluated by llama-3.3-70b-wai: +0.10 (Mild positive) 0.00
	reasoning Science article on biodegradable plastic made from milk
2026-03-02 15:33	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral)
	reasoning Science article on biodegradable plastic made from milk protein, environmental focus
2026-03-02 15:32	eval	Evaluated by llama-3.3-70b-wai: +0.10 (Mild positive)
	reasoning Science article on biodegradable plastic made from milk

build e8b76f0+p4m4 · deployed 2026-03-07 16:08 UTC · evaluated 2026-03-03 07:16:53 UTC