Exploiting Iran: A Political Timeline

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-4-scout-17b-16e-instruct lite -0.04 @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	Exploiting Iran: A Political Timeline (github.com)
	27 points by jamesgill 3 days ago \| 6 comments on HN ~lite vlite-2.0

Summary ~lite

Neutral timeline content with no explicit threats.

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

Longitudinal 10 HN snapshots · 48 evals

Audit Trail 68 entries

2026-03-05 06:48	eval_success	PSQ evaluated: g-PSQ=0.457 (3 dims)	- -
2026-03-05 06:48	eval	Evaluated by llama-4-scout-wai-psq: +0.46 (Moderate positive) 0.00
2026-03-05 06:48	rater_validation_warn	Lite-v2 validation warnings for model llama-4-scout-wai-psq: 0W 1R	- -
2026-03-05 06:43	eval_success	PSQ evaluated: g-PSQ=0.457 (3 dims)	- -
2026-03-05 06:43	eval	Evaluated by llama-4-scout-wai-psq: +0.46 (Moderate positive)
2026-03-05 06:43	rater_validation_warn	Lite-v2 validation warnings for model llama-4-scout-wai-psq: 0W 1R	- -
2026-03-05 06:35	eval_success	PSQ evaluated: g-PSQ=0.000 (3 dims)	- -
2026-03-05 06:35	eval	Evaluated by llama-3.3-70b-wai-psq: 0.00 (Neutral)
2026-03-04 06:46	eval_success	Lite evaluated: Neutral (-0.01)	- -
2026-03-04 06:46	eval	Evaluated by llama-4-scout-wai: -0.01 (Neutral) -0.01
	reasoning GitHub page with a political timeline, no explicit rights discussion
2026-03-04 06:29	eval_success	Lite evaluated: Neutral (0.07)	- -
2026-03-04 06:29	eval	Evaluated by llama-3.3-70b-wai: +0.07 (Neutral) +0.05
	reasoning GitHub page with no explicit rights discussion
2026-03-04 06:29	rater_validation_warn	Lite validation warnings for model llama-3.3-70b-wai: 1W 0R	- -
2026-03-03 19:38	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-03 19:38	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) +0.01
	reasoning GitHub page with a political timeline, no explicit rights discussion
2026-03-03 19:38	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 1W 1R	- -
2026-03-03 19:36	eval_success	Lite evaluated: Neutral (0.02)	- -
2026-03-03 19:36	eval	Evaluated by llama-3.3-70b-wai: +0.02 (Neutral) 0.00
	reasoning GitHub page with no explicit rights discussion
2026-03-03 18:54	eval_success	Lite evaluated: Neutral (-0.01)	- -
2026-03-03 18:53	eval	Evaluated by llama-4-scout-wai: -0.01 (Neutral) -0.01
	reasoning GitHub page with a political timeline, no explicit rights discussion
2026-03-03 18:51	eval_success	Lite evaluated: Neutral (0.02)	- -
2026-03-03 18:51	eval	Evaluated by llama-3.3-70b-wai: +0.02 (Neutral) 0.00
	reasoning GitHub page with no explicit rights discussion
2026-03-03 18:12	eval_success	Lite evaluated: Neutral (0.02)	- -
2026-03-03 18:12	eval	Evaluated by llama-3.3-70b-wai: +0.02 (Neutral) 0.00
	reasoning GitHub page with no explicit rights discussion
2026-03-03 18:11	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-03 18:11	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning GitHub page with a political timeline, no explicit rights discussion
2026-03-03 18:11	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 1W 1R	- -
2026-03-03 18:08	eval_success	Lite evaluated: Neutral (0.02)	- -
2026-03-03 18:08	eval	Evaluated by llama-3.3-70b-wai: +0.02 (Neutral) 0.00
	reasoning GitHub page with no explicit rights discussion
2026-03-03 17:32	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-03 17:32	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning GitHub page with a political timeline, no explicit rights discussion
2026-03-03 17:32	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 1W 1R	- -
2026-03-03 17:27	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-03 17:27	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning GitHub page with a political timeline, no explicit rights discussion
2026-03-03 17:26	eval	Evaluated by llama-3.3-70b-wai: +0.02 (Neutral) 0.00
	reasoning GitHub page with no explicit rights discussion
2026-03-03 16:53	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning GitHub page with a political timeline, no explicit rights discussion
2026-03-03 16:51	eval	Evaluated by llama-3.3-70b-wai: +0.02 (Neutral) 0.00
	reasoning GitHub page with no explicit rights discussion
2026-03-03 16:17	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) +0.01
	reasoning GitHub page with a political timeline, no explicit rights discussion
2026-03-03 16:12	eval	Evaluated by llama-3.3-70b-wai: +0.02 (Neutral) 0.00
	reasoning GitHub page with no explicit rights discussion
2026-03-03 15:30	eval	Evaluated by llama-4-scout-wai: -0.01 (Neutral) -0.01
	reasoning GitHub page with a political timeline, no explicit rights discussion
2026-03-03 15:27	eval	Evaluated by llama-3.3-70b-wai: +0.02 (Neutral) -0.05
	reasoning GitHub page with no explicit rights discussion
2026-03-03 14:58	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) +0.01
	reasoning GitHub page with a political timeline, no explicit rights discussion
2026-03-03 14:58	eval	Evaluated by llama-3.3-70b-wai: +0.07 (Neutral) +0.05
	reasoning GitHub page with no explicit rights discussion
2026-03-03 14:10	eval	Evaluated by llama-4-scout-wai: -0.01 (Neutral) -0.01
	reasoning GitHub page with a political timeline, no explicit rights discussion
2026-03-03 14:10	eval	Evaluated by llama-3.3-70b-wai: +0.02 (Neutral) 0.00
	reasoning GitHub page with no explicit rights discussion
2026-03-03 14:05	eval	Evaluated by llama-3.3-70b-wai: +0.02 (Neutral) 0.00
	reasoning GitHub page with no explicit rights discussion
2026-03-03 13:34	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning GitHub page with a political timeline, no explicit rights discussion
2026-03-03 13:30	eval	Evaluated by llama-3.3-70b-wai: +0.02 (Neutral) 0.00
	reasoning GitHub page with no explicit rights discussion
2026-03-03 12:49	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning GitHub page with a political timeline, no explicit rights discussion
2026-03-03 12:45	eval	Evaluated by llama-3.3-70b-wai: +0.02 (Neutral) 0.00
	reasoning GitHub page with no explicit rights discussion
2026-03-03 12:43	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) +0.01
	reasoning GitHub page with a political timeline, no explicit rights discussion
2026-03-03 12:09	eval	Evaluated by llama-3.3-70b-wai: +0.02 (Neutral) 0.00
	reasoning GitHub page with no explicit rights discussion
2026-03-03 12:04	eval	Evaluated by llama-4-scout-wai: -0.01 (Neutral) -0.01
	reasoning GitHub page with a political timeline, no explicit rights discussion
2026-03-03 12:02	eval	Evaluated by llama-3.3-70b-wai: +0.02 (Neutral) -0.05
	reasoning GitHub page with no explicit rights discussion
2026-03-03 11:17	eval	Evaluated by llama-3.3-70b-wai: +0.07 (Neutral) +0.05
	reasoning GitHub page with no explicit rights discussion
2026-03-03 11:16	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning GitHub page with a political timeline, no explicit rights discussion
2026-03-03 11:13	eval	Evaluated by llama-3.3-70b-wai: +0.02 (Neutral) -0.05
	reasoning GitHub page with no explicit rights discussion
2026-03-03 10:28	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) +0.01
	reasoning GitHub page with a political timeline, no explicit rights discussion
2026-03-03 10:27	eval	Evaluated by llama-3.3-70b-wai: +0.07 (Neutral) +0.05
	reasoning GitHub page with no explicit rights discussion
2026-03-03 09:42	eval	Evaluated by llama-3.3-70b-wai: +0.02 (Neutral) 0.00
	reasoning GitHub page with no explicit rights discussion
2026-03-03 09:41	eval	Evaluated by llama-4-scout-wai: -0.01 (Neutral) 0.00
	reasoning GitHub page with a political timeline, no explicit rights discussion
2026-03-03 09:05	eval	Evaluated by llama-3.3-70b-wai: +0.02 (Neutral) 0.00
	reasoning GitHub page with no explicit rights discussion
2026-03-03 09:03	eval	Evaluated by llama-4-scout-wai: -0.01 (Neutral) -0.01
	reasoning GitHub page with a political timeline, no explicit rights discussion
2026-03-03 08:27	eval	Evaluated by llama-3.3-70b-wai: +0.02 (Neutral) 0.00
	reasoning GitHub page with no explicit rights discussion
2026-03-03 08:22	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning GitHub page with a political timeline, no explicit rights discussion
2026-03-03 07:51	eval	Evaluated by llama-3.3-70b-wai: +0.02 (Neutral) 0.00
	reasoning GitHub page with no explicit rights discussion
2026-03-03 07:48	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral)
	reasoning GitHub page with a political timeline, no explicit rights discussion
2026-03-03 07:47	eval	Evaluated by llama-3.3-70b-wai: +0.02 (Neutral)
	reasoning GitHub page with no explicit rights discussion

build 9cd5501+sdjg · deployed 2026-03-06 00:03 UTC · evaluated 2026-03-03 07:16:53 UTC