Show HN: Punch card simulator and Fortran IV interpreter

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 0.00 openai/gpt-oss-120b:free lite ND google/gemma-3-27b-it:free lite ND qwen/qwen3-coder:free lite ND Compare

ND	Show HN: Punch card simulator and Fortran IV interpreter (punch.ehrlich.dev)
	6 points by behrlich 3 days ago \| 1 comments on HN ~lite vlite-2.0

Summary ~lite

A punch card simulator and Fortran IV interpreter project with a positive tone and no evident threats.

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

Longitudinal 129 HN snapshots · 23 evals

Audit Trail 43 entries

2026-03-05 07:03	eval_success	PSQ evaluated: g-PSQ=0.600 (3 dims)	- -
2026-03-05 07:03	eval	Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive)
2026-03-05 06:59	eval_success	PSQ evaluated: g-PSQ=0.464 (3 dims)	- -
2026-03-05 06:59	eval	Evaluated by llama-3.3-70b-wai-psq: +0.46 (Moderate positive) 0.00
2026-03-05 06:54	eval_success	PSQ evaluated: g-PSQ=0.464 (3 dims)	- -
2026-03-05 06:54	eval	Evaluated by llama-3.3-70b-wai-psq: +0.46 (Moderate positive)
2026-03-03 05:45	eval_success	Lite evaluated: Neutral (0.05)	- -
2026-03-03 05:45	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Tech demo with no rights discussion
2026-03-03 05:45	rater_validation_warn	Lite validation warnings for model llama-3.3-70b-wai: 1W 0R	- -
2026-03-03 05:20	eval_success	Lite evaluated: Neutral (0.08)	- -
2026-03-03 05:20	eval	Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
	reasoning Punch card simulator, no explicit rights discussion, embodies access and education
2026-03-03 05:20	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 1W 0R	- -
2026-03-03 05:03	eval_success	Lite evaluated: Neutral (0.05)	- -
2026-03-03 05:03	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Tech demo with no rights discussion
2026-03-03 05:03	rater_validation_warn	Lite validation warnings for model llama-3.3-70b-wai: 1W 0R	- -
2026-03-03 04:37	eval_success	Lite evaluated: Neutral (0.08)	- -
2026-03-03 04:37	eval	Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
	reasoning Punch card simulator, no explicit rights discussion, embodies access and education
2026-03-03 04:37	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 1W 0R	- -
2026-03-03 04:31	eval_success	Lite evaluated: Neutral (0.05)	- -
2026-03-03 04:31	rater_validation_warn	Lite validation warnings for model llama-3.3-70b-wai: 1W 0R	- -
2026-03-03 04:31	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Tech demo with no rights discussion
2026-03-03 04:04	eval_success	Lite evaluated: Neutral (0.08)	- -
2026-03-03 04:04	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 1W 0R	- -
2026-03-03 04:04	eval	Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
	reasoning Punch card simulator, no explicit rights discussion, embodies access and education
2026-03-03 03:59	eval_success	Lite evaluated: Neutral (0.08)	- -
2026-03-03 03:59	eval	Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
	reasoning Punch card simulator, no explicit rights discussion, embodies access and education
2026-03-03 03:59	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 1W 0R	- -
2026-03-03 03:58	eval_success	Lite evaluated: Neutral (0.05)	- -
2026-03-03 03:58	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Tech demo with no rights discussion
2026-03-03 03:58	rater_validation_warn	Lite validation warnings for model llama-3.3-70b-wai: 1W 0R	- -
2026-03-03 03:20	eval_success	Lite evaluated: Neutral (0.08)	- -
2026-03-03 03:20	eval	Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
	reasoning Punch card simulator, no explicit rights discussion, embodies access and education
2026-03-03 03:19	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Tech demo with no rights discussion
2026-03-03 03:14	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Tech demo with no rights discussion
2026-03-03 02:47	eval	Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
	reasoning Punch card simulator, no explicit rights discussion, embodies access and education
2026-03-03 02:41	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Tech demo with no rights discussion
2026-03-03 02:09	eval	Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
	reasoning Punch card simulator, no explicit rights discussion, embodies access and education
2026-03-03 02:08	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) 0.00
	reasoning Tech demo with no rights discussion
2026-03-03 01:21	eval	Evaluated by llama-4-scout-wai: +0.08 (Neutral) +0.08
	reasoning Punch card simulator, no explicit rights discussion, embodies access and education
2026-03-03 01:20	eval	Evaluated by llama-3.3-70b-wai: +0.05 (Neutral) +0.05
	reasoning Tech demo with no rights discussion
2026-03-02 20:16	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Tech demo with no rights discussion
2026-03-02 20:10	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral)
	reasoning Punch card simulator, no explicit rights discussion, embodies access and education
2026-03-02 20:09	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral)
	reasoning Tech demo with no rights discussion

build 4392701+vuaz · deployed 2026-03-06 03:49 UTC · evaluated 2026-03-03 07:16:53 UTC