Computer run on human brain cells learned to play 'Doom'

Alpha This system is experimental. Scores and classifications are early-stage research and may be unreliable. Methodology →

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

ND	Computer run on human brain cells learned to play 'Doom' (www.popsci.com)
	4 points by wjb3 1 days ago \| 1 comments on HN ~lite vlite-2.0

Summary ~lite

Biocomputer plays Doom

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

Longitudinal 31 HN snapshots · 17 evals

Audit Trail 37 entries

2026-03-05 07:32	eval_success	PSQ evaluated: g-PSQ=0.346 (3 dims)	- -
2026-03-05 07:32	eval	Evaluated by llama-3.3-70b-wai-psq: +0.35 (Moderate positive) -0.01
2026-03-05 07:27	eval_success	PSQ evaluated: g-PSQ=0.358 (3 dims)	- -
2026-03-05 07:27	eval	Evaluated by llama-3.3-70b-wai-psq: +0.36 (Moderate positive) +0.01
2026-03-05 04:56	eval_success	PSQ evaluated: g-PSQ=0.440 (3 dims)	- -
2026-03-05 04:56	eval	Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-05 04:52	eval_success	PSQ evaluated: g-PSQ=0.440 (3 dims)	- -
2026-03-05 04:52	eval	Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive)
2026-03-05 04:36	eval_success	PSQ evaluated: g-PSQ=0.346 (3 dims)	- -
2026-03-05 04:36	eval	Evaluated by llama-3.3-70b-wai-psq: +0.35 (Moderate positive)
2026-03-05 04:03	eval_success	Lite evaluated: Neutral (-0.08)	- -
2026-03-05 04:03	eval	Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
	reasoning Technology article on biocomputer powered by human brain cells playing Doom
2026-03-05 04:03	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 1W 0R	- -
2026-03-05 03:58	eval_success	Lite evaluated: Neutral (-0.08)	- -
2026-03-05 03:58	eval	Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
	reasoning Technology article on biocomputer powered by human brain cells playing Doom
2026-03-05 03:58	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 1W 0R	- -
2026-03-05 03:57	eval_success	Lite evaluated: Neutral (0.08)	- -
2026-03-05 03:57	rater_validation_warn	Lite validation warnings for model llama-3.3-70b-wai: 1W 0R	- -
2026-03-05 03:57	eval	Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
	reasoning Tech article, neutral stance, transparent indicators
2026-03-05 03:12	eval_success	Lite evaluated: Neutral (0.08)	- -
2026-03-05 03:12	eval	Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
	reasoning Tech article, neutral stance, transparent indicators
2026-03-05 03:12	rater_validation_warn	Lite validation warnings for model llama-3.3-70b-wai: 1W 0R	- -
2026-03-05 03:12	eval_success	Lite evaluated: Neutral (-0.08)	- -
2026-03-05 03:12	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 1W 0R	- -
2026-03-05 03:12	eval	Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
	reasoning Technology article on biocomputer powered by human brain cells playing Doom
2026-03-05 03:07	eval_success	Lite evaluated: Neutral (0.08)	- -
2026-03-05 03:07	eval	Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
	reasoning Tech article, neutral stance, transparent indicators
2026-03-05 03:07	rater_validation_warn	Lite validation warnings for model llama-3.3-70b-wai: 1W 0R	- -
2026-03-05 02:30	eval_success	Lite evaluated: Neutral (-0.08)	- -
2026-03-05 02:30	eval	Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
	reasoning Technology article on biocomputer powered by human brain cells playing Doom
2026-03-05 02:30	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 1W 0R	- -
2026-03-05 02:24	eval_success	Lite evaluated: Neutral (0.08)	- -
2026-03-05 02:24	eval	Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
	reasoning Tech article, neutral stance, transparent indicators
2026-03-05 01:56	eval	Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
	reasoning Technology article on biocomputer powered by human brain cells playing Doom
2026-03-05 01:52	eval	Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
	reasoning Tech article, neutral stance, transparent indicators
2026-03-05 01:13	eval	Evaluated by llama-4-scout-wai: -0.08 (Neutral)
	reasoning Technology article on biocomputer powered by human brain cells playing Doom
2026-03-05 01:12	eval	Evaluated by llama-3.3-70b-wai: +0.08 (Neutral)
	reasoning Tech article, neutral stance, transparent indicators

build 477e599+ntxh · deployed 2026-03-06 02:19 UTC · evaluated 2026-03-03 07:16:53 UTC