C64: Putting Sprite Multiplexing to Work

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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 0.00 Compare

ND	C64: Putting Sprite Multiplexing to Work (bumbershootsoft.wordpress.com)
	65 points by ibobev 2 days ago \| 8 comments on HN ~lite vlite-2.0

Summary ~lite

Technical blog post about sprite multiplexing on Commodore 64, neutral tone, no visible threats.

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

Longitudinal 391 HN snapshots · 119 evals

Audit Trail 139 entries

2026-03-05 07:24	eval_success	PSQ evaluated: g-PSQ=0.280 (3 dims)	- -
2026-03-05 07:24	eval	Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive)
2026-03-05 07:23	eval_success	PSQ evaluated: g-PSQ=0.284 (3 dims)	- -
2026-03-05 07:23	eval	Evaluated by llama-3.3-70b-wai-psq: +0.28 (Mild positive) +0.28
2026-03-05 07:18	eval_success	PSQ evaluated: g-PSQ=0.000 (3 dims)	- -
2026-03-05 07:18	eval	Evaluated by llama-3.3-70b-wai-psq: 0.00 (Neutral)
2026-03-04 20:29	eval_success	Lite evaluated: Mild negative (-0.24)	- -
2026-03-04 20:29	eval	Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
	reasoning Technical article on C64 sprite multiplexing, no human rights discussion
2026-03-04 20:29	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 1W 0R	- -
2026-03-04 20:24	eval_success	Lite evaluated: Mild negative (-0.24)	- -
2026-03-04 20:24	eval	Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
	reasoning Technical article on C64 sprite multiplexing, no human rights discussion
2026-03-04 20:24	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 1W 0R	- -
2026-03-04 19:51	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-04 19:51	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Technical blog post, no rights discussion
2026-03-04 19:51	rater_validation_warn	Lite validation warnings for model llama-3.3-70b-wai: 1W 0R	- -
2026-03-04 19:47	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-04 19:47	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) +0.42
	reasoning Technical blog post, no rights discussion
2026-03-04 19:47	rater_validation_warn	Lite validation warnings for model llama-3.3-70b-wai: 1W 0R	- -
2026-03-04 19:42	eval_success	Lite evaluated: Mild negative (-0.24)	- -
2026-03-04 19:42	eval	Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
	reasoning Technical article on C64 sprite multiplexing, no human rights discussion
2026-03-04 19:42	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 1W 0R	- -
2026-03-04 18:56	eval_success	Lite evaluated: Moderate negative (-0.42)	- -
2026-03-04 18:56	rater_validation_warn	Lite validation warnings for model llama-3.3-70b-wai: 1W 0R	- -
2026-03-04 18:56	eval	Evaluated by llama-3.3-70b-wai: -0.42 (Moderate negative) 0.00
	reasoning Technical blog post, no rights discussion
2026-03-04 18:30	eval_success	Lite evaluated: Mild negative (-0.24)	- -
2026-03-04 18:30	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 1W 0R	- -
2026-03-04 18:30	eval	Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
	reasoning Technical article on C64 sprite multiplexing, no human rights discussion
2026-03-04 17:56	eval_success	Lite evaluated: Moderate negative (-0.42)	- -
2026-03-04 17:56	eval	Evaluated by llama-3.3-70b-wai: -0.42 (Moderate negative) 0.00
	reasoning Technical blog post, no rights discussion
2026-03-04 17:56	rater_validation_warn	Lite validation warnings for model llama-3.3-70b-wai: 1W 0R	- -
2026-03-04 17:08	eval_success	Lite evaluated: Mild negative (-0.24)	- -
2026-03-04 17:08	eval	Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
	reasoning Technical article on C64 sprite multiplexing, no human rights discussion
2026-03-04 16:28	eval	Evaluated by llama-3.3-70b-wai: -0.42 (Moderate negative) 0.00
	reasoning Technical blog post, no rights discussion
2026-03-04 16:24	eval	Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
	reasoning Technical article on C64 sprite multiplexing, no human rights discussion
2026-03-04 15:43	eval	Evaluated by llama-3.3-70b-wai: -0.42 (Moderate negative) 0.00
	reasoning Technical blog post, no rights discussion
2026-03-04 15:38	eval	Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
	reasoning Technical article on C64 sprite multiplexing, no human rights discussion
2026-03-04 15:08	eval	Evaluated by llama-3.3-70b-wai: -0.42 (Moderate negative) 0.00
	reasoning Technical blog post, no rights discussion
2026-03-04 15:01	eval	Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
	reasoning Technical article on C64 sprite multiplexing, no human rights discussion
2026-03-04 14:28	eval	Evaluated by llama-3.3-70b-wai: -0.42 (Moderate negative) 0.00
	reasoning Technical blog post, no rights discussion
2026-03-04 14:20	eval	Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
	reasoning Technical article on C64 sprite multiplexing, no human rights discussion
2026-03-04 13:48	eval	Evaluated by llama-3.3-70b-wai: -0.42 (Moderate negative) 0.00
	reasoning Technical blog post, no rights discussion
2026-03-04 13:39	eval	Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
	reasoning Technical article on C64 sprite multiplexing, no human rights discussion
2026-03-04 13:13	eval	Evaluated by llama-3.3-70b-wai: -0.42 (Moderate negative) 0.00
	reasoning Technical blog post, no rights discussion
2026-03-04 13:05	eval	Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
	reasoning Technical article on C64 sprite multiplexing, no human rights discussion
2026-03-04 12:35	eval	Evaluated by llama-3.3-70b-wai: -0.42 (Moderate negative) 0.00
	reasoning Technical blog post, no rights discussion
2026-03-04 12:22	eval	Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
	reasoning Technical article on C64 sprite multiplexing, no human rights discussion
2026-03-04 11:57	eval	Evaluated by llama-3.3-70b-wai: -0.42 (Moderate negative) 0.00
	reasoning Technical blog post, no rights discussion
2026-03-04 11:45	eval	Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
	reasoning Technical article on C64 sprite multiplexing, no human rights discussion
2026-03-04 11:09	eval	Evaluated by llama-3.3-70b-wai: -0.42 (Moderate negative) 0.00
	reasoning Technical blog post, no rights discussion
2026-03-04 11:04	eval	Evaluated by llama-3.3-70b-wai: -0.42 (Moderate negative) 0.00
	reasoning Technical blog post, no rights discussion
2026-03-04 10:59	eval	Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
	reasoning Technical article on C64 sprite multiplexing, no human rights discussion
2026-03-04 10:21	eval	Evaluated by llama-3.3-70b-wai: -0.42 (Moderate negative) 0.00
	reasoning Technical blog post, no rights discussion
2026-03-04 10:18	eval	Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
	reasoning Technical article on C64 sprite multiplexing, no human rights discussion
2026-03-04 09:46	eval	Evaluated by llama-3.3-70b-wai: -0.42 (Moderate negative) 0.00
	reasoning Technical blog post, no rights discussion
2026-03-04 09:41	eval	Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
	reasoning Technical article on C64 sprite multiplexing, no human rights discussion
2026-03-04 09:07	eval	Evaluated by llama-3.3-70b-wai: -0.42 (Moderate negative) 0.00
	reasoning Technical blog post, no rights discussion
2026-03-04 09:05	eval	Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
	reasoning Technical article on C64 sprite multiplexing, no human rights discussion
2026-03-04 08:25	eval	Evaluated by llama-3.3-70b-wai: -0.42 (Moderate negative) 0.00
	reasoning Technical blog post, no rights discussion
2026-03-04 08:23	eval	Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
	reasoning Technical article on C64 sprite multiplexing, no human rights discussion
2026-03-04 07:57	eval	Evaluated by llama-3.3-70b-wai: -0.42 (Moderate negative) 0.00
	reasoning Technical blog post, no rights discussion
2026-03-04 07:54	eval	Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
	reasoning Technical article on C64 sprite multiplexing, no human rights discussion
2026-03-04 07:52	eval	Evaluated by llama-3.3-70b-wai: -0.42 (Moderate negative) -0.47
	reasoning Technical blog post, no rights discussion
2026-03-04 07:49	eval	Evaluated by llama-4-scout-wai: -0.24 (Mild negative) -0.26
	reasoning Technical article on C64 sprite multiplexing, no human rights discussion
2026-03-04 07:11	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Technical blog post, no rights discussion
2026-03-04 07:08	eval	Evaluated by llama-4-scout-wai: +0.02 (Neutral) 0.00
	reasoning Technical article on C64 sprite multiplexing, no human rights discussion
2026-03-04 06:05	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Technical blog post, no rights discussion
2026-03-04 05:56	eval	Evaluated by llama-4-scout-wai: +0.02 (Neutral) -0.00
	reasoning Technical article on C64 sprite multiplexing, no human rights discussion
2026-03-04 05:51	eval	Evaluated by llama-4-scout-wai: +0.02 (Neutral) +0.00
	reasoning Technical article on C64 sprite multiplexing, no human rights discussion
2026-03-04 05:23	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Technical blog post, no rights discussion
2026-03-04 05:18	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Technical blog post, no rights discussion
2026-03-04 05:07	eval	Evaluated by llama-4-scout-wai: +0.02 (Neutral) -0.00
	reasoning Technical article on C64 sprite multiplexing, no human rights discussion
2026-03-04 04:32	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Technical blog post, no rights discussion
2026-03-04 04:27	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Technical blog post, no rights discussion
2026-03-04 04:25	eval	Evaluated by llama-4-scout-wai: +0.02 (Neutral) 0.00
	reasoning Technical article on C64 sprite multiplexing, no human rights discussion
2026-03-04 03:54	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Technical blog post, no rights discussion
2026-03-04 03:52	eval	Evaluated by llama-4-scout-wai: +0.02 (Neutral) +0.00
	reasoning Technical article on C64 sprite multiplexing, no human rights discussion
2026-03-04 03:49	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Technical blog post, no rights discussion
2026-03-04 03:12	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Technical blog post, no rights discussion
2026-03-04 03:11	eval	Evaluated by llama-4-scout-wai: +0.02 (Neutral) 0.00
	reasoning Technical article on C64 sprite multiplexing, no human rights discussion
2026-03-04 03:08	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Technical blog post, no rights discussion
2026-03-04 02:30	eval	Evaluated by llama-4-scout-wai: +0.02 (Neutral) 0.00
	reasoning Technical article on C64 sprite multiplexing, no human rights discussion
2026-03-04 02:25	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Technical blog post, no rights discussion
2026-03-04 01:55	eval	Evaluated by llama-4-scout-wai: +0.02 (Neutral) 0.00
	reasoning Technical article on C64 sprite multiplexing, no human rights discussion
2026-03-04 01:50	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Technical blog post, no rights discussion
2026-03-04 01:16	eval	Evaluated by llama-4-scout-wai: +0.02 (Neutral) 0.00
	reasoning Technical article on C64 sprite multiplexing, no human rights discussion
2026-03-04 01:13	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Technical blog post, no rights discussion
2026-03-04 01:08	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Technical blog post, no rights discussion
2026-03-04 00:37	eval	Evaluated by llama-4-scout-wai: +0.02 (Neutral) 0.00
	reasoning Technical article on C64 sprite multiplexing, no human rights discussion
2026-03-04 00:31	eval	Evaluated by llama-4-scout-wai: +0.02 (Neutral) 0.00
	reasoning Technical article on C64 sprite multiplexing, no human rights discussion
2026-03-04 00:28	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Technical blog post, no rights discussion
2026-03-03 23:51	eval	Evaluated by llama-4-scout-wai: +0.02 (Neutral) 0.00
	reasoning Technical article on C64 sprite multiplexing, no human rights discussion
2026-03-03 23:47	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Technical blog post, no rights discussion
2026-03-03 23:45	eval	Evaluated by llama-4-scout-wai: +0.02 (Neutral) -0.00
	reasoning Technical article on C64 sprite multiplexing, no human rights discussion
2026-03-03 23:41	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Technical blog post, no rights discussion
2026-03-03 23:08	eval	Evaluated by llama-4-scout-wai: +0.02 (Neutral) +0.00
	reasoning Technical article on C64 sprite multiplexing, no human rights discussion
2026-03-03 23:06	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Technical blog post, no rights discussion
2026-03-03 23:03	eval	Evaluated by llama-4-scout-wai: +0.02 (Neutral) 0.00
	reasoning Technical article on C64 sprite multiplexing, no human rights discussion
2026-03-03 22:39	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Technical blog post, no rights discussion
2026-03-03 22:34	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Technical blog post, no rights discussion
2026-03-03 22:33	eval	Evaluated by llama-4-scout-wai: +0.02 (Neutral) 0.00
	reasoning Technical article on C64 sprite multiplexing, no human rights discussion
2026-03-03 22:28	eval	Evaluated by llama-4-scout-wai: +0.02 (Neutral) -0.00
	reasoning Technical article on C64 sprite multiplexing, no human rights discussion
2026-03-03 22:01	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Technical blog post, no rights discussion
2026-03-03 21:36	eval	Evaluated by llama-4-scout-wai: +0.02 (Neutral) 0.00
	reasoning Technical article on C64 sprite multiplexing, no human rights discussion
2026-03-03 21:06	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Technical blog post, no rights discussion
2026-03-03 21:03	eval	Evaluated by llama-4-scout-wai: +0.02 (Neutral) 0.00
	reasoning Technical article on C64 sprite multiplexing, no human rights discussion
2026-03-03 20:29	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Technical blog post, no rights discussion
2026-03-03 20:25	eval	Evaluated by llama-4-scout-wai: +0.02 (Neutral) 0.00
	reasoning Technical article on C64 sprite multiplexing, no human rights discussion
2026-03-03 19:56	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Technical blog post, no rights discussion
2026-03-03 19:47	eval	Evaluated by llama-4-scout-wai: +0.02 (Neutral) 0.00
	reasoning Technical article on C64 sprite multiplexing, no human rights discussion
2026-03-03 19:13	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Technical blog post, no rights discussion
2026-03-03 19:00	eval	Evaluated by llama-4-scout-wai: +0.02 (Neutral) 0.00
	reasoning Technical article on C64 sprite multiplexing, no human rights discussion
2026-03-03 18:27	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Technical blog post, no rights discussion
2026-03-03 18:16	eval	Evaluated by llama-4-scout-wai: +0.02 (Neutral) 0.00
	reasoning Technical article on C64 sprite multiplexing, no human rights discussion
2026-03-03 18:11	eval	Evaluated by llama-4-scout-wai: +0.02 (Neutral) 0.00
	reasoning Technical article on C64 sprite multiplexing, no human rights discussion
2026-03-03 17:58	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Technical blog post, no rights discussion
2026-03-03 17:33	eval	Evaluated by llama-4-scout-wai: +0.02 (Neutral) 0.00
	reasoning Technical article on C64 sprite multiplexing, no human rights discussion
2026-03-03 17:20	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Technical blog post, no rights discussion
2026-03-03 16:54	eval	Evaluated by llama-4-scout-wai: +0.02 (Neutral) 0.00
	reasoning Technical article on C64 sprite multiplexing, no human rights discussion
2026-03-03 16:49	eval	Evaluated by llama-4-scout-wai: +0.02 (Neutral) 0.00
	reasoning Technical article on C64 sprite multiplexing, no human rights discussion
2026-03-03 16:47	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Technical blog post, no rights discussion
2026-03-03 16:42	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Technical blog post, no rights discussion
2026-03-03 16:10	eval	Evaluated by llama-4-scout-wai: +0.02 (Neutral) +0.00
	reasoning Technical article on C64 sprite multiplexing, no human rights discussion
2026-03-03 16:03	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Technical blog post, no rights discussion
2026-03-03 15:24	eval	Evaluated by llama-4-scout-wai: +0.02 (Neutral) 0.00
	reasoning Technical article on C64 sprite multiplexing, no human rights discussion
2026-03-03 15:20	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Technical blog post, no rights discussion
2026-03-03 14:52	eval	Evaluated by llama-4-scout-wai: +0.02 (Neutral) -0.00
	reasoning Technical article on C64 sprite multiplexing, no human rights discussion
2026-03-03 14:47	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Technical blog post, no rights discussion
2026-03-03 14:05	eval	Evaluated by llama-4-scout-wai: +0.02 (Neutral) 0.00
	reasoning Technical article on C64 sprite multiplexing, no human rights discussion
2026-03-03 14:03	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Technical blog post, no rights discussion
2026-03-03 14:00	eval	Evaluated by llama-4-scout-wai: +0.02 (Neutral) 0.00
	reasoning Technical article on C64 sprite multiplexing, no human rights discussion
2026-03-03 13:58	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Technical blog post, no rights discussion
2026-03-03 13:21	eval	Evaluated by llama-4-scout-wai: +0.02 (Neutral) 0.00
	reasoning Technical article on C64 sprite multiplexing, no human rights discussion
2026-03-03 13:17	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Technical blog post, no rights discussion
2026-03-03 13:15	eval	Evaluated by llama-4-scout-wai: +0.02 (Neutral) +0.00
	reasoning Technical article on C64 sprite multiplexing, no human rights discussion
2026-03-03 12:34	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Technical blog post, no rights discussion
2026-03-03 12:32	eval	Evaluated by llama-4-scout-wai: +0.02 (Neutral) -0.00
	reasoning Technical article on C64 sprite multiplexing, no human rights discussion
2026-03-03 11:55	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Technical blog post, no rights discussion
2026-03-03 11:51	eval	Evaluated by llama-4-scout-wai: +0.02 (Neutral)
	reasoning Technical article on C64 sprite multiplexing, no human rights discussion
2026-03-03 11:50	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral)
	reasoning Technical blog post, no rights discussion

build bafb32b+r7v5 · deployed 2026-03-05 04:26 UTC · evaluated 2026-03-03 07:16:53 UTC