Points on a ring: An interactive walkthrough of a popular math problem

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

ND	Points on a ring: An interactive walkthrough of a popular math problem (growingswe.com)
	53 points by evakhoury 4 days ago \| 20 comments on HN ~lite vlite-2.0

Summary ~lite

Educational math walkthrough with interactive elements, promoting critical thinking.

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

Longitudinal 293 HN snapshots · 101 evals

Audit Trail 121 entries

2026-03-06 03:55	eval_success	PSQ evaluated: g-PSQ=0.280 (3 dims)	- -
2026-03-06 03:55	eval	Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 03:42	eval_success	PSQ evaluated: g-PSQ=0.120 (3 dims)	- -
2026-03-06 03:42	eval	Evaluated by llama-3.3-70b-wai-psq: +0.12 (Mild positive) 0.00
2026-03-05 07:04	eval_success	PSQ evaluated: g-PSQ=0.280 (3 dims)	- -
2026-03-05 07:04	eval	Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive)
2026-03-05 06:57	eval_success	PSQ evaluated: g-PSQ=0.120 (3 dims)	- -
2026-03-05 06:57	eval	Evaluated by llama-3.3-70b-wai-psq: +0.12 (Mild positive)
2026-03-04 20:11	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-04 20:11	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) +0.14
	reasoning Math blog post, no rights discussion
2026-03-04 20:11	rater_validation_warn	Lite validation warnings for model llama-3.3-70b-wai: 1W 0R	- -
2026-03-04 20:04	eval_success	Lite evaluated: Neutral (-0.08)	- -
2026-03-04 20:04	eval	Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
	reasoning Math blog post, no explicit human rights discussion, transparent about sources and methods
2026-03-04 20:04	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 1W 0R	- -
2026-03-04 19:21	eval_success	Lite evaluated: Mild negative (-0.14)	- -
2026-03-04 19:21	eval	Evaluated by llama-3.3-70b-wai: -0.14 (Mild negative) 0.00
	reasoning Math blog post, no rights discussion
2026-03-04 19:21	rater_validation_warn	Lite validation warnings for model llama-3.3-70b-wai: 1W 0R	- -
2026-03-04 19:16	eval_success	Lite evaluated: Mild negative (-0.14)	- -
2026-03-04 19:15	eval	Evaluated by llama-3.3-70b-wai: -0.14 (Mild negative) 0.00
	reasoning Math blog post, no rights discussion
2026-03-04 19:15	rater_validation_warn	Lite validation warnings for model llama-3.3-70b-wai: 1W 0R	- -
2026-03-04 19:11	eval_success	Lite evaluated: Neutral (-0.08)	- -
2026-03-04 19:11	eval	Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
	reasoning Math blog post, no explicit human rights discussion, transparent about sources and methods
2026-03-04 19:11	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 1W 0R	- -
2026-03-04 18:12	eval_success	Lite evaluated: Mild negative (-0.14)	- -
2026-03-04 18:12	eval	Evaluated by llama-3.3-70b-wai: -0.14 (Mild negative) 0.00
	reasoning Math blog post, no rights discussion
2026-03-04 18:12	rater_validation_warn	Lite validation warnings for model llama-3.3-70b-wai: 1W 0R	- -
2026-03-04 18:08	eval_success	Lite evaluated: Neutral (-0.08)	- -
2026-03-04 18:08	eval	Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
	reasoning Math blog post, no explicit human rights discussion, transparent about sources and methods
2026-03-04 18:08	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 1W 0R	- -
2026-03-04 18:03	eval_success	Lite evaluated: Neutral (-0.08)	- -
2026-03-04 18:03	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 1W 0R	- -
2026-03-04 18:03	eval	Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
	reasoning Math blog post, no explicit human rights discussion, transparent about sources and methods
2026-03-04 16:42	eval	Evaluated by llama-3.3-70b-wai: -0.14 (Mild negative) 0.00
	reasoning Math blog post, no rights discussion
2026-03-04 16:33	eval	Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
	reasoning Math blog post, no explicit human rights discussion, transparent about sources and methods
2026-03-04 16:03	eval	Evaluated by llama-3.3-70b-wai: -0.14 (Mild negative) 0.00
	reasoning Math blog post, no rights discussion
2026-03-04 15:58	eval	Evaluated by llama-3.3-70b-wai: -0.14 (Mild negative) 0.00
	reasoning Math blog post, no rights discussion
2026-03-04 15:49	eval	Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
	reasoning Math blog post, no explicit human rights discussion, transparent about sources and methods
2026-03-04 15:19	eval	Evaluated by llama-3.3-70b-wai: -0.14 (Mild negative) 0.00
	reasoning Math blog post, no rights discussion
2026-03-04 15:11	eval	Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
	reasoning Math blog post, no explicit human rights discussion, transparent about sources and methods
2026-03-04 15:06	eval	Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
	reasoning Math blog post, no explicit human rights discussion, transparent about sources and methods
2026-03-04 14:39	eval	Evaluated by llama-3.3-70b-wai: -0.14 (Mild negative) 0.00
	reasoning Math blog post, no rights discussion
2026-03-04 14:34	eval	Evaluated by llama-3.3-70b-wai: -0.14 (Mild negative) 0.00
	reasoning Math blog post, no rights discussion
2026-03-04 14:24	eval	Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
	reasoning Math blog post, no explicit human rights discussion, transparent about sources and methods
2026-03-04 14:18	eval	Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
	reasoning Math blog post, no explicit human rights discussion, transparent about sources and methods
2026-03-04 13:55	eval	Evaluated by llama-3.3-70b-wai: -0.14 (Mild negative) 0.00
	reasoning Math blog post, no rights discussion
2026-03-04 13:36	eval	Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
	reasoning Math blog post, no explicit human rights discussion, transparent about sources and methods
2026-03-04 13:18	eval	Evaluated by llama-3.3-70b-wai: -0.14 (Mild negative) 0.00
	reasoning Math blog post, no rights discussion
2026-03-04 13:02	eval	Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
	reasoning Math blog post, no explicit human rights discussion, transparent about sources and methods
2026-03-04 12:42	eval	Evaluated by llama-3.3-70b-wai: -0.14 (Mild negative) 0.00
	reasoning Math blog post, no rights discussion
2026-03-04 12:19	eval	Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
	reasoning Math blog post, no explicit human rights discussion, transparent about sources and methods
2026-03-04 12:13	eval	Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
	reasoning Math blog post, no explicit human rights discussion, transparent about sources and methods
2026-03-04 12:05	eval	Evaluated by llama-3.3-70b-wai: -0.14 (Mild negative) 0.00
	reasoning Math blog post, no rights discussion
2026-03-04 11:34	eval	Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
	reasoning Math blog post, no explicit human rights discussion, transparent about sources and methods
2026-03-04 11:22	eval	Evaluated by llama-3.3-70b-wai: -0.14 (Mild negative) 0.00
	reasoning Math blog post, no rights discussion
2026-03-04 10:48	eval	Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
	reasoning Math blog post, no explicit human rights discussion, transparent about sources and methods
2026-03-04 10:36	eval	Evaluated by llama-3.3-70b-wai: -0.14 (Mild negative) 0.00
	reasoning Math blog post, no rights discussion
2026-03-04 10:10	eval	Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
	reasoning Math blog post, no explicit human rights discussion, transparent about sources and methods
2026-03-04 10:05	eval	Evaluated by llama-3.3-70b-wai: -0.14 (Mild negative) 0.00
	reasoning Math blog post, no rights discussion
2026-03-04 09:30	eval	Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
	reasoning Math blog post, no explicit human rights discussion, transparent about sources and methods
2026-03-04 09:23	eval	Evaluated by llama-3.3-70b-wai: -0.14 (Mild negative) 0.00
	reasoning Math blog post, no rights discussion
2026-03-04 08:51	eval	Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
	reasoning Math blog post, no explicit human rights discussion, transparent about sources and methods
2026-03-04 08:48	eval	Evaluated by llama-3.3-70b-wai: -0.14 (Mild negative) 0.00
	reasoning Math blog post, no rights discussion
2026-03-04 08:45	eval	Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
	reasoning Math blog post, no explicit human rights discussion, transparent about sources and methods
2026-03-04 08:13	eval	Evaluated by llama-3.3-70b-wai: -0.14 (Mild negative) 0.00
	reasoning Math blog post, no rights discussion
2026-03-04 08:09	eval	Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
	reasoning Math blog post, no explicit human rights discussion, transparent about sources and methods
2026-03-04 08:04	eval	Evaluated by llama-4-scout-wai: -0.08 (Neutral) -0.14
	reasoning Math blog post, no explicit human rights discussion, transparent about sources and methods
2026-03-04 07:41	eval	Evaluated by llama-3.3-70b-wai: -0.14 (Mild negative) -0.21
	reasoning Math blog post, no rights discussion
2026-03-04 07:25	eval	Evaluated by llama-4-scout-wai: +0.06 (Neutral) 0.00
	reasoning Math blog post, no explicit human rights discussion, transparent about sources and methods
2026-03-04 06:59	eval	Evaluated by llama-3.3-70b-wai: +0.07 (Neutral) 0.00
	reasoning Math blog post, no rights discussion
2026-03-04 06:16	eval	Evaluated by llama-4-scout-wai: +0.06 (Neutral) 0.00
	reasoning Math blog post, no explicit human rights discussion, transparent about sources and methods
2026-03-04 06:11	eval	Evaluated by llama-4-scout-wai: +0.06 (Neutral) 0.00
	reasoning Math blog post, no explicit human rights discussion, transparent about sources and methods
2026-03-04 05:50	eval	Evaluated by llama-3.3-70b-wai: +0.07 (Neutral) 0.00
	reasoning Math blog post, no rights discussion
2026-03-04 05:34	eval	Evaluated by llama-4-scout-wai: +0.06 (Neutral) 0.00
	reasoning Math blog post, no explicit human rights discussion, transparent about sources and methods
2026-03-04 05:30	eval	Evaluated by llama-4-scout-wai: +0.06 (Neutral) 0.00
	reasoning Math blog post, no explicit human rights discussion, transparent about sources and methods
2026-03-04 05:06	eval	Evaluated by llama-3.3-70b-wai: +0.07 (Neutral) 0.00
	reasoning Math blog post, no rights discussion
2026-03-04 04:40	eval	Evaluated by llama-4-scout-wai: +0.06 (Neutral) 0.00
	reasoning Math blog post, no explicit human rights discussion, transparent about sources and methods
2026-03-04 04:24	eval	Evaluated by llama-3.3-70b-wai: +0.07 (Neutral) 0.00
	reasoning Math blog post, no rights discussion
2026-03-04 04:19	eval	Evaluated by llama-3.3-70b-wai: +0.07 (Neutral) 0.00
	reasoning Math blog post, no rights discussion
2026-03-04 04:04	eval	Evaluated by llama-4-scout-wai: +0.06 (Neutral) 0.00
	reasoning Math blog post, no explicit human rights discussion, transparent about sources and methods
2026-03-04 03:59	eval	Evaluated by llama-4-scout-wai: +0.06 (Neutral) 0.00
	reasoning Math blog post, no explicit human rights discussion, transparent about sources and methods
2026-03-04 03:49	eval	Evaluated by llama-3.3-70b-wai: +0.07 (Neutral) 0.00
	reasoning Math blog post, no rights discussion
2026-03-04 03:20	eval	Evaluated by llama-4-scout-wai: +0.06 (Neutral) 0.00
	reasoning Math blog post, no explicit human rights discussion, transparent about sources and methods
2026-03-04 03:12	eval	Evaluated by llama-3.3-70b-wai: +0.07 (Neutral) 0.00
	reasoning Math blog post, no rights discussion
2026-03-04 02:40	eval	Evaluated by llama-4-scout-wai: +0.06 (Neutral) 0.00
	reasoning Math blog post, no explicit human rights discussion, transparent about sources and methods
2026-03-04 02:32	eval	Evaluated by llama-3.3-70b-wai: +0.07 (Neutral) 0.00
	reasoning Math blog post, no rights discussion
2026-03-04 02:05	eval	Evaluated by llama-4-scout-wai: +0.06 (Neutral) 0.00
	reasoning Math blog post, no explicit human rights discussion, transparent about sources and methods
2026-03-04 02:00	eval	Evaluated by llama-4-scout-wai: +0.06 (Neutral) 0.00
	reasoning Math blog post, no explicit human rights discussion, transparent about sources and methods
2026-03-04 01:57	eval	Evaluated by llama-3.3-70b-wai: +0.07 (Neutral) 0.00
	reasoning Math blog post, no rights discussion
2026-03-04 01:18	eval	Evaluated by llama-4-scout-wai: +0.06 (Neutral) 0.00
	reasoning Math blog post, no explicit human rights discussion, transparent about sources and methods
2026-03-04 01:17	eval	Evaluated by llama-3.3-70b-wai: +0.07 (Neutral) 0.00
	reasoning Math blog post, no rights discussion
2026-03-04 00:41	eval	Evaluated by llama-3.3-70b-wai: +0.07 (Neutral) +0.04
	reasoning Math blog post, no rights discussion
2026-03-04 00:40	eval	Evaluated by llama-4-scout-wai: +0.06 (Neutral) 0.00
	reasoning Math blog post, no explicit human rights discussion, transparent about sources and methods
2026-03-04 00:05	eval	Evaluated by llama-3.3-70b-wai: +0.03 (Neutral) 0.00
	reasoning Math blog post, no rights discussion
2026-03-04 00:02	eval	Evaluated by llama-4-scout-wai: +0.06 (Neutral) 0.00
	reasoning Math blog post, no explicit human rights discussion, transparent about sources and methods
2026-03-03 23:57	eval	Evaluated by llama-3.3-70b-wai: +0.03 (Neutral) 0.00
	reasoning Math blog post, no rights discussion
2026-03-03 23:20	eval	Evaluated by llama-4-scout-wai: +0.06 (Neutral) 0.00
	reasoning Math blog post, no explicit human rights discussion, transparent about sources and methods
2026-03-03 23:18	eval	Evaluated by llama-3.3-70b-wai: +0.03 (Neutral) 0.00
	reasoning Math blog post, no rights discussion
2026-03-03 23:13	eval	Evaluated by llama-3.3-70b-wai: +0.03 (Neutral) -0.04
	reasoning Math blog post, no rights discussion
2026-03-03 22:49	eval	Evaluated by llama-4-scout-wai: +0.06 (Neutral) 0.00
	reasoning Math blog post, no explicit human rights discussion, transparent about sources and methods
2026-03-03 22:43	eval	Evaluated by llama-3.3-70b-wai: +0.07 (Neutral) +0.04
	reasoning Math blog post, no rights discussion
2026-03-03 22:21	eval	Evaluated by llama-4-scout-wai: +0.06 (Neutral) 0.00
	reasoning Math blog post, no explicit human rights discussion, transparent about sources and methods
2026-03-03 22:16	eval	Evaluated by llama-3.3-70b-wai: +0.03 (Neutral) 0.00
	reasoning Math blog post, no rights discussion
2026-03-03 22:11	eval	Evaluated by llama-3.3-70b-wai: +0.03 (Neutral) 0.00
	reasoning Math blog post, no rights discussion
2026-03-03 21:22	eval	Evaluated by llama-4-scout-wai: +0.06 (Neutral) 0.00
	reasoning Math blog post, no explicit human rights discussion, transparent about sources and methods
2026-03-03 21:18	eval	Evaluated by llama-4-scout-wai: +0.06 (Neutral) 0.00
	reasoning Math blog post, no explicit human rights discussion, transparent about sources and methods
2026-03-03 21:13	eval	Evaluated by llama-3.3-70b-wai: +0.03 (Neutral) 0.00
	reasoning Math blog post, no rights discussion
2026-03-03 20:45	eval	Evaluated by llama-4-scout-wai: +0.06 (Neutral) 0.00
	reasoning Math blog post, no explicit human rights discussion, transparent about sources and methods
2026-03-03 20:41	eval	Evaluated by llama-3.3-70b-wai: +0.03 (Neutral) 0.00
	reasoning Math blog post, no rights discussion
2026-03-03 20:13	eval	Evaluated by llama-4-scout-wai: +0.06 (Neutral) 0.00
	reasoning Math blog post, no explicit human rights discussion, transparent about sources and methods
2026-03-03 20:08	eval	Evaluated by llama-3.3-70b-wai: +0.03 (Neutral) 0.00
	reasoning Math blog post, no rights discussion
2026-03-03 20:03	eval	Evaluated by llama-3.3-70b-wai: +0.03 (Neutral) 0.00
	reasoning Math blog post, no rights discussion
2026-03-03 19:30	eval	Evaluated by llama-4-scout-wai: +0.06 (Neutral) 0.00
	reasoning Math blog post, no explicit human rights discussion, transparent about sources and methods
2026-03-03 19:18	eval	Evaluated by llama-3.3-70b-wai: +0.03 (Neutral) 0.00
	reasoning Math blog post, no rights discussion
2026-03-03 18:45	eval	Evaluated by llama-4-scout-wai: +0.06 (Neutral) 0.00
	reasoning Math blog post, no explicit human rights discussion, transparent about sources and methods
2026-03-03 18:32	eval	Evaluated by llama-3.3-70b-wai: +0.03 (Neutral) -0.04
	reasoning Math blog post, no rights discussion
2026-03-03 18:09	eval	Evaluated by llama-4-scout-wai: +0.06 (Neutral) 0.00
	reasoning Math blog post, no explicit human rights discussion, transparent about sources and methods
2026-03-03 18:03	eval	Evaluated by llama-3.3-70b-wai: +0.07 (Neutral) +0.04
	reasoning Math blog post, no rights discussion
2026-03-03 17:26	eval	Evaluated by llama-4-scout-wai: +0.06 (Neutral) 0.00
	reasoning Math blog post, no explicit human rights discussion, transparent about sources and methods
2026-03-03 17:22	eval	Evaluated by llama-3.3-70b-wai: +0.03 (Neutral) 0.00
	reasoning Math blog post, no rights discussion
2026-03-03 16:51	eval	Evaluated by llama-4-scout-wai: +0.06 (Neutral)
	reasoning Math blog post, no explicit human rights discussion, transparent about sources and methods
2026-03-03 16:50	eval	Evaluated by llama-3.3-70b-wai: +0.03 (Neutral)
	reasoning Math blog post, no rights discussion

build da0abe7+kru8 · deployed 2026-03-07 03:28 UTC · evaluated 2026-03-03 07:16:53 UTC