In The Pentagon Battle with Anthropic, We All Lose

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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 +0.10 @cf/meta/llama-3.3-70b-instruct-fp8-fast lite -0.04 openai/gpt-oss-120b:free lite ND google/gemma-3-27b-it:free lite ND qwen/qwen3-coder:free lite ND Compare

ND	In The Pentagon Battle with Anthropic, We All Lose (www.thefp.com)
	8 points by speckx 3 days ago \| 1 comments on HN ~lite vlite-2.0

Summary ~lite

The Pentagon battle with Anthropic evaluated for psychoemotional safety.

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

Longitudinal 3 HN snapshots · 23 evals

Audit Trail 43 entries

2026-03-05 07:02	eval_success	PSQ evaluated: g-PSQ=-0.400 (3 dims)	- -
2026-03-05 07:02	eval	Evaluated by llama-4-scout-wai-psq: -0.40 (Moderate negative)
2026-03-05 06:58	eval_success	PSQ evaluated: g-PSQ=-0.240 (3 dims)	- -
2026-03-05 06:58	eval	Evaluated by llama-3.3-70b-wai-psq: -0.24 (Mild negative) +0.16
2026-03-05 06:53	eval_success	PSQ evaluated: g-PSQ=-0.400 (3 dims)	- -
2026-03-05 06:53	eval	Evaluated by llama-3.3-70b-wai-psq: -0.40 (Moderate negative)
2026-03-03 01:05	eval_success	Lite evaluated: Mild positive (0.12)	- -
2026-03-03 01:05	eval	Evaluated by llama-4-scout-wai: +0.12 (Mild positive) -0.06
	reasoning Article discusses Pentagon's conflict with Anthropic, implications for AI
2026-03-03 00:50	eval_success	Lite evaluated: Neutral (0.03)	- -
2026-03-03 00:50	eval	Evaluated by llama-3.3-70b-wai: +0.03 (Neutral) 0.00
	reasoning MX, neutral, open access
2026-03-03 00:20	eval_success	Lite evaluated: Mild positive (0.18)	- -
2026-03-03 00:20	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 1W 0R	- -
2026-03-03 00:20	eval	Evaluated by llama-4-scout-wai: +0.18 (Mild positive) +0.02
	reasoning Article discusses Pentagon's conflict with Anthropic, implications for AI
2026-03-03 00:10	eval_success	Lite evaluated: Neutral (0.03)	- -
2026-03-03 00:10	eval	Evaluated by llama-3.3-70b-wai: +0.03 (Neutral) -0.13
	reasoning MX, neutral, open access
2026-03-02 23:49	eval_success	Lite evaluated: Mild positive (0.16)	- -
2026-03-02 23:49	eval	Evaluated by llama-4-scout-wai: +0.16 (Mild positive) 0.00
	reasoning Article discusses Pentagon's conflict with Anthropic, implications for AI
2026-03-02 23:37	eval_success	Lite evaluated: Mild positive (0.16)	- -
2026-03-02 23:37	eval	Evaluated by llama-3.3-70b-wai: +0.16 (Mild positive) 0.00
	reasoning MX, neutral, open access
2026-03-02 23:09	eval_success	Lite evaluated: Mild positive (0.16)	- -
2026-03-02 23:09	eval	Evaluated by llama-4-scout-wai: +0.16 (Mild positive) 0.00
	reasoning Article discusses Pentagon's conflict with Anthropic, implications for AI
2026-03-02 23:02	eval_success	Lite evaluated: Mild positive (0.16)	- -
2026-03-02 23:02	eval	Evaluated by llama-3.3-70b-wai: +0.16 (Mild positive) 0.00
	reasoning MX, neutral, open access
2026-03-02 22:29	eval_success	Lite evaluated: Mild positive (0.16)	- -
2026-03-02 22:29	eval	Evaluated by llama-4-scout-wai: +0.16 (Mild positive) 0.00
	reasoning Article discusses Pentagon's conflict with Anthropic, implications for AI
2026-03-02 22:23	eval_success	Lite evaluated: Mild positive (0.16)	- -
2026-03-02 22:23	eval	Evaluated by llama-4-scout-wai: +0.16 (Mild positive) +0.06
	reasoning Article discusses Pentagon's conflict with Anthropic, implications for AI
2026-03-02 22:19	eval_success	Lite evaluated: Mild positive (0.16)	- -
2026-03-02 22:19	eval	Evaluated by llama-3.3-70b-wai: +0.16 (Mild positive) -0.04
	reasoning MX, neutral, open access
2026-03-02 21:42	eval_success	Lite evaluated: Mild positive (0.10)	- -
2026-03-02 21:42	eval	Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
	reasoning Article discusses Pentagon's conflict with Anthropic, implications for AI
2026-03-02 21:39	eval_success	Lite evaluated: Mild positive (0.20)	- -
2026-03-02 21:39	eval	Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive) 0.00
	reasoning MX, neutral, open access
2026-03-02 21:37	eval_success	Lite evaluated: Mild positive (0.10)	- -
2026-03-02 21:37	eval	Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
	reasoning Article discusses Pentagon's conflict with Anthropic, implications for AI
2026-03-02 21:34	eval_success	Lite evaluated: Mild positive (0.20)	- -
2026-03-02 21:34	eval	Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive) 0.00
	reasoning MX, neutral, open access
2026-03-02 21:00	eval_success	Lite evaluated: Mild positive (0.10)	- -
2026-03-02 21:00	eval	Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
	reasoning Article discusses Pentagon's conflict with Anthropic, implications for AI
2026-03-02 20:55	eval	Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
	reasoning Article discusses Pentagon's conflict with Anthropic, implications for AI
2026-03-02 20:52	eval	Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive) 0.00
	reasoning MX, neutral, open access
2026-03-02 20:06	eval	Evaluated by llama-4-scout-wai: +0.10 (Mild positive)
	reasoning Article discusses Pentagon's conflict with Anthropic, implications for AI
2026-03-02 20:05	eval	Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive)
	reasoning MX, neutral, open access

build 7a5e5c1+p11n · deployed 2026-03-06 04:40 UTC · evaluated 2026-03-03 07:16:53 UTC