Don't go to the shoe shop to buy plates

Model: @cf/meta/llama-3.3-70b-instruct-fp8-fast lite 0.00 @cf/meta/llama-4-scout-17b-16e-instruct lite +0.10 Compare

0.00	Don't go to the shoe shop to buy plates (naomialderman.substack.com)
	11 points by hairofadog 20 hours ago \| 0 comments on HN \| Neutral ~lite vlite-1.4

Summary ~lite No human rights theme Neutral

No human rights content

EQ 0.50

SO 0.50

TD 0.50

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

Longitudinal 39 HN snapshots · 48 evals

Audit Trail 68 entries

2026-03-02 05:50	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-02 05:50	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Neutral editorial stance
2026-03-02 05:47	eval_success	Lite evaluated: Mild positive (0.10)	- -
2026-03-02 05:47	eval	Evaluated by llama-4-scout-wai: +0.10 (Mild positive) +0.10
	reasoning ED, neutral personal essay
2026-03-02 05:42	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-02 05:42	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) -0.10
	reasoning ED, neutral personal essay
2026-03-02 05:06	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-02 05:06	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Neutral editorial stance
2026-03-02 05:01	eval_success	Lite evaluated: Mild positive (0.10)	- -
2026-03-02 05:01	eval	Evaluated by llama-4-scout-wai: +0.10 (Mild positive) +0.10
	reasoning ED, neutral personal essay
2026-03-02 04:55	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-02 04:55	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) -0.10
	reasoning ED, neutral personal essay
2026-03-02 04:30	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-02 04:30	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Neutral editorial stance
2026-03-02 04:15	eval_success	Lite evaluated: Mild positive (0.10)	- -
2026-03-02 04:15	eval	Evaluated by llama-4-scout-wai: +0.10 (Mild positive) +0.10
	reasoning ED, neutral personal essay
2026-03-02 03:46	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-02 03:46	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Neutral editorial stance
2026-03-02 03:41	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-02 03:41	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Neutral editorial stance
2026-03-02 03:29	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-02 03:29	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) -0.10
	reasoning ED, neutral personal essay
2026-03-02 02:57	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-02 02:57	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Neutral editorial stance
2026-03-02 02:52	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-02 02:52	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Neutral editorial stance
2026-03-02 02:47	eval_success	Lite evaluated: Mild positive (0.10)	- -
2026-03-02 02:47	eval	Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
	reasoning ED, neutral personal essay
2026-03-02 02:29	credit_exhausted	Credit balance too low, pausing provider for 30 min	- -
2026-03-02 02:17	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-02 02:17	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Neutral editorial stance
2026-03-02 02:07	eval_success	Lite evaluated: Mild positive (0.10)	- -
2026-03-02 02:07	eval	Evaluated by llama-4-scout-wai: +0.10 (Mild positive) +0.10
	reasoning ED, neutral personal essay
2026-03-02 01:26	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-02 01:26	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Neutral editorial stance
2026-03-02 01:20	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-02 01:20	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Neutral editorial stance
2026-03-02 01:12	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-02 01:12	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) -0.10
	reasoning ED, neutral personal essay
2026-03-02 00:43	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Neutral editorial stance
2026-03-02 00:35	eval	Evaluated by llama-4-scout-wai: +0.10 (Mild positive) +0.10
	reasoning ED, neutral personal essay
2026-03-01 23:55	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Neutral editorial stance
2026-03-01 23:50	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Neutral editorial stance
2026-03-01 23:40	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) -0.10
	reasoning ED, neutral personal essay
2026-03-01 23:04	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Neutral editorial stance
2026-03-01 22:59	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Neutral editorial stance
2026-03-01 22:56	eval	Evaluated by llama-4-scout-wai: +0.10 (Mild positive) +0.10
	reasoning ED, neutral personal essay
2026-03-01 22:12	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Neutral editorial stance
2026-03-01 22:10	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning ED, neutral personal essay
2026-03-01 22:07	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Neutral editorial stance
2026-03-01 22:05	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning ED, neutral personal essay
2026-03-01 21:17	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Neutral editorial stance
2026-03-01 21:15	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) -0.10
	reasoning ED, neutral personal essay
2026-03-01 20:42	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Neutral editorial stance
2026-03-01 20:40	eval	Evaluated by llama-4-scout-wai: +0.10 (Mild positive) +0.10
	reasoning ED, neutral personal essay
2026-03-01 20:00	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Neutral editorial stance
2026-03-01 19:56	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) -0.10
	reasoning ED, neutral personal essay
2026-03-01 19:55	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Neutral editorial stance
2026-03-01 19:12	eval	Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
	reasoning ED, neutral personal essay
2026-03-01 19:12	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Neutral editorial stance
2026-03-01 18:35	eval	Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
	reasoning ED, neutral personal essay
2026-03-01 18:34	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Neutral editorial stance
2026-03-01 17:30	eval	Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
	reasoning ED, neutral personal essay
2026-03-01 17:29	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Neutral editorial stance
2026-03-01 17:25	eval	Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
	reasoning ED, neutral personal essay
2026-03-01 16:09	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Neutral editorial stance
2026-03-01 16:06	eval	Evaluated by llama-4-scout-wai: +0.10 (Mild positive)
	reasoning ED, neutral personal essay
2026-03-01 16:04	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral)
	reasoning Neutral editorial stance

build 1ad9551+j7zs · deployed 2026-03-02 09:09 UTC · evaluated 2026-03-02 10:22:54 UTC