+0.56 America, and probably the world, stands on a precipice (garymarcus.substack.com)
146 points by MindGods 3 days ago | 89 comments on HN | Moderate positive ~lite vlite-1.4
Summary ~lite AI Rights Advocates
Author urges action against military AI access, citing rights concerns
EQ 0.80
SO 0.70
TD 0.90
Lite evaluation by llama-4-scout-wai · editorial channel only · no per-section breakdown available
Longitudinal 154 HN snapshots · 112 evals
+1 0 −1 HN
Audit Trail 132 entries
2026-03-02 16:42 model_divergence Cross-model spread 0.36 exceeds threshold (2 models) - -
2026-03-02 16:42 eval_success Lite evaluated: Moderate positive (0.56) - -
2026-03-02 16:42 eval Evaluated by llama-4-scout-wai: +0.56 (Moderate positive) 0.00
reasoning
Editorial discussing AI military use and rights concerns
2026-03-02 16:36 eval_success Lite evaluated: Moderate positive (0.56) - -
2026-03-02 16:36 model_divergence Cross-model spread 0.36 exceeds threshold (2 models) - -
2026-03-02 16:36 eval Evaluated by llama-4-scout-wai: +0.56 (Moderate positive) 0.00
reasoning
Editorial discussing AI military use and rights concerns
2026-03-02 16:26 eval_success Lite evaluated: Mild positive (0.20) - -
2026-03-02 16:26 eval Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive) 0.00
reasoning
Editorial precipice stance
2026-03-01 21:59 model_divergence Cross-model spread 0.36 exceeds threshold (2 models) - -
2026-03-01 21:59 eval_success Lite evaluated: Moderate positive (0.56) - -
2026-03-01 21:59 eval Evaluated by llama-4-scout-wai: +0.56 (Moderate positive) 0.00
reasoning
Editorial discussing AI military use and rights concerns
2026-03-01 21:29 eval_success Lite evaluated: Mild positive (0.20) - -
2026-03-01 21:29 eval Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive) 0.00
reasoning
Editorial precipice stance
2026-03-01 21:10 eval_success Lite evaluated: Moderate positive (0.56) - -
2026-03-01 21:10 eval Evaluated by llama-4-scout-wai: +0.56 (Moderate positive) 0.00
reasoning
Editorial discussing AI military use and rights concerns
2026-03-01 21:05 eval_success Lite evaluated: Moderate positive (0.56) - -
2026-03-01 21:05 eval Evaluated by llama-4-scout-wai: +0.56 (Moderate positive) 0.00
reasoning
Editorial discussing AI military use and rights concerns
2026-03-01 20:54 eval_success Lite evaluated: Mild positive (0.20) - -
2026-03-01 20:54 eval Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive) 0.00
reasoning
Editorial precipice stance
2026-03-01 20:50 eval_success Lite evaluated: Mild positive (0.20) - -
2026-03-01 20:50 eval Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive) 0.00
reasoning
Editorial precipice stance
2026-03-01 20:22 eval_success Lite evaluated: Moderate positive (0.56) - -
2026-03-01 20:22 eval Evaluated by llama-4-scout-wai: +0.56 (Moderate positive) 0.00
reasoning
Editorial discussing AI military use and rights concerns
2026-03-01 20:06 eval_success Lite evaluated: Mild positive (0.20) - -
2026-03-01 20:06 eval Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive) 0.00
reasoning
Editorial precipice stance
2026-03-01 19:37 eval_success Lite evaluated: Moderate positive (0.56) - -
2026-03-01 19:37 eval Evaluated by llama-4-scout-wai: +0.56 (Moderate positive) 0.00
reasoning
Editorial discussing AI military use and rights concerns
2026-03-01 19:20 eval_success Lite evaluated: Mild positive (0.20) - -
2026-03-01 19:20 eval Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive) 0.00
reasoning
Editorial precipice stance
2026-03-01 19:02 eval_success Lite evaluated: Moderate positive (0.56) - -
2026-03-01 19:02 eval Evaluated by llama-4-scout-wai: +0.56 (Moderate positive) 0.00
reasoning
Editorial discussing AI military use and rights concerns
2026-03-01 18:56 eval_success Lite evaluated: Moderate positive (0.56) - -
2026-03-01 18:56 eval Evaluated by llama-4-scout-wai: +0.56 (Moderate positive) 0.00
reasoning
Editorial discussing AI military use and rights concerns
2026-03-01 18:39 eval_success Lite evaluated: Mild positive (0.20) - -
2026-03-01 18:39 eval Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive) 0.00
reasoning
Editorial precipice stance
2026-03-01 17:50 eval_success Lite evaluated: Moderate positive (0.56) - -
2026-03-01 17:50 eval Evaluated by llama-4-scout-wai: +0.56 (Moderate positive) 0.00
reasoning
Editorial discussing AI military use and rights concerns
2026-03-01 17:45 eval Evaluated by llama-4-scout-wai: +0.56 (Moderate positive) 0.00
reasoning
Editorial discussing AI military use and rights concerns
2026-03-01 17:37 eval Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive) 0.00
reasoning
Editorial precipice stance
2026-03-01 16:25 eval Evaluated by llama-4-scout-wai: +0.56 (Moderate positive) 0.00
reasoning
Editorial discussing AI military use and rights concerns
2026-03-01 16:18 eval Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive) 0.00
reasoning
Editorial precipice stance
2026-03-01 16:12 eval Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive) 0.00
reasoning
Editorial precipice stance
2026-03-01 15:47 eval Evaluated by llama-4-scout-wai: +0.56 (Moderate positive) 0.00
reasoning
Editorial discussing AI military use and rights concerns
2026-03-01 15:33 eval Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive) 0.00
reasoning
Editorial precipice stance
2026-03-01 14:42 eval Evaluated by llama-4-scout-wai: +0.56 (Moderate positive) 0.00
reasoning
Editorial discussing AI military use and rights concerns
2026-03-01 14:30 eval Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive) 0.00
reasoning
Editorial precipice stance
2026-03-01 14:26 eval Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive) 0.00
reasoning
Editorial precipice stance
2026-03-01 13:57 eval Evaluated by llama-4-scout-wai: +0.56 (Moderate positive) 0.00
reasoning
Editorial discussing AI military use and rights concerns
2026-03-01 13:39 eval Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive) 0.00
reasoning
Editorial precipice stance
2026-03-01 13:09 eval Evaluated by llama-4-scout-wai: +0.56 (Moderate positive) 0.00
reasoning
Editorial discussing AI military use and rights concerns
2026-03-01 13:04 eval Evaluated by llama-4-scout-wai: +0.56 (Moderate positive) 0.00
reasoning
Editorial discussing AI military use and rights concerns
2026-03-01 12:59 eval Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive) 0.00
reasoning
Editorial precipice stance
2026-03-01 12:47 eval Evaluated by deepseek-v3.2: -0.05 (Neutral) 11,032 tokens -0.49
2026-03-01 12:44 eval Evaluated by deepseek-v3.2: +0.44 (Moderate positive) 11,846 tokens -0.10
2026-03-01 12:23 eval Evaluated by llama-4-scout-wai: +0.56 (Moderate positive) 0.00
reasoning
Editorial discussing AI military use and rights concerns
2026-03-01 12:19 eval Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive) 0.00
reasoning
Editorial precipice stance
2026-03-01 11:46 eval Evaluated by llama-4-scout-wai: +0.56 (Moderate positive) 0.00
reasoning
Editorial discussing AI military use and rights concerns
2026-03-01 11:39 eval Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive) 0.00
reasoning
Editorial precipice stance
2026-03-01 10:45 eval Evaluated by llama-4-scout-wai: +0.56 (Moderate positive) 0.00
reasoning
Editorial discussing AI military use and rights concerns
2026-03-01 10:39 eval Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive) 0.00
reasoning
Editorial precipice stance
2026-03-01 09:59 eval Evaluated by llama-4-scout-wai: +0.56 (Moderate positive) 0.00
reasoning
Editorial discussing AI military use and rights concerns
2026-03-01 09:56 eval Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive) 0.00
reasoning
Editorial precipice stance
2026-03-01 09:52 eval Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive) 0.00
reasoning
Editorial precipice stance
2026-03-01 09:15 eval Evaluated by llama-4-scout-wai: +0.56 (Moderate positive) 0.00
reasoning
Editorial discussing AI military use and rights concerns
2026-03-01 09:07 eval Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive) 0.00
reasoning
Editorial precipice stance
2026-03-01 08:25 eval Evaluated by llama-4-scout-wai: +0.56 (Moderate positive) 0.00
reasoning
Editorial discussing AI military use and rights concerns
2026-03-01 08:15 eval Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive) 0.00
reasoning
Editorial precipice stance
2026-03-01 08:09 eval Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive) 0.00
reasoning
Editorial precipice stance
2026-03-01 07:29 eval Evaluated by llama-4-scout-wai: +0.56 (Moderate positive) 0.00
reasoning
Editorial discussing AI military use and rights concerns
2026-03-01 07:18 eval Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive) 0.00
reasoning
Editorial precipice stance
2026-03-01 07:09 eval Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive) 0.00
reasoning
Editorial precipice stance
2026-03-01 06:42 eval Evaluated by llama-4-scout-wai: +0.56 (Moderate positive) 0.00
reasoning
Editorial discussing AI military use and rights concerns
2026-03-01 06:24 eval Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive) 0.00
reasoning
Editorial precipice stance
2026-03-01 05:59 eval Evaluated by llama-4-scout-wai: +0.56 (Moderate positive) 0.00
reasoning
Editorial discussing AI military use and rights concerns
2026-03-01 05:36 eval Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive) 0.00
reasoning
Editorial precipice stance
2026-03-01 05:31 eval Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive) 0.00
reasoning
Editorial precipice stance
2026-03-01 05:16 eval Evaluated by llama-4-scout-wai: +0.56 (Moderate positive) 0.00
reasoning
Editorial discussing AI military use and rights concerns
2026-03-01 05:09 eval Evaluated by llama-4-scout-wai: +0.56 (Moderate positive) 0.00
reasoning
Editorial discussing AI military use and rights concerns
2026-03-01 05:00 eval Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive) 0.00
reasoning
Editorial precipice stance
2026-03-01 04:25 eval Evaluated by llama-4-scout-wai: +0.56 (Moderate positive) 0.00
reasoning
Editorial discussing AI military use and rights concerns
2026-03-01 04:09 eval Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive) 0.00
reasoning
Editorial precipice stance
2026-03-01 03:36 eval Evaluated by llama-4-scout-wai: +0.56 (Moderate positive) 0.00
reasoning
Editorial discussing AI military use and rights concerns
2026-03-01 03:22 eval Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive) 0.00
reasoning
Editorial precipice stance
2026-03-01 03:01 eval Evaluated by llama-4-scout-wai: +0.56 (Moderate positive) 0.00
reasoning
Editorial discussing AI military use and rights concerns
2026-03-01 02:56 eval Evaluated by llama-4-scout-wai: +0.56 (Moderate positive) 0.00
reasoning
Editorial discussing AI military use and rights concerns
2026-03-01 02:51 eval Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive) 0.00
reasoning
Editorial precipice stance
2026-03-01 02:10 eval Evaluated by llama-4-scout-wai: +0.56 (Moderate positive) 0.00
reasoning
Editorial discussing AI military use and rights concerns
2026-03-01 02:07 eval Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive) 0.00
reasoning
Editorial precipice stance
2026-03-01 01:25 eval Evaluated by llama-4-scout-wai: +0.56 (Moderate positive) 0.00
reasoning
Editorial discussing AI military use and rights concerns
2026-03-01 01:23 eval Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive) 0.00
reasoning
Editorial precipice stance
2026-03-01 00:40 eval Evaluated by llama-4-scout-wai: +0.56 (Moderate positive) 0.00
reasoning
Editorial discussing AI military use and rights concerns
2026-03-01 00:36 eval Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive) 0.00
reasoning
Editorial precipice stance
2026-02-28 23:51 eval Evaluated by llama-4-scout-wai: +0.56 (Moderate positive) 0.00
reasoning
Editorial discussing AI military use and rights concerns
2026-02-28 23:47 eval Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive) 0.00
reasoning
Editorial precipice stance
2026-02-28 23:45 eval Evaluated by llama-4-scout-wai: +0.56 (Moderate positive) 0.00
reasoning
Editorial discussing AI military use and rights concerns
2026-02-28 23:42 eval Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive) 0.00
reasoning
Editorial precipice stance
2026-02-28 22:51 eval Evaluated by llama-4-scout-wai: +0.56 (Moderate positive) 0.00
reasoning
Editorial discussing AI military use and rights concerns
2026-02-28 22:45 eval Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive) 0.00
reasoning
Editorial precipice stance
2026-02-28 22:40 eval Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive) 0.00
reasoning
Editorial precipice stance
2026-02-28 22:05 eval Evaluated by llama-4-scout-wai: +0.56 (Moderate positive) 0.00
reasoning
Editorial discussing AI military use and rights concerns
2026-02-28 21:59 eval Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive) 0.00
reasoning
Editorial precipice stance
2026-02-28 21:54 eval Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive) 0.00
reasoning
Editorial precipice stance
2026-02-28 21:16 eval Evaluated by llama-4-scout-wai: +0.56 (Moderate positive) 0.00
reasoning
Editorial discussing AI military use and rights concerns
2026-02-28 21:09 eval Evaluated by llama-4-scout-wai: +0.56 (Moderate positive) 0.00
reasoning
Editorial discussing AI military use and rights concerns
2026-02-28 21:07 eval Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive) 0.00
reasoning
Editorial precipice stance
2026-02-28 20:19 eval Evaluated by llama-4-scout-wai: +0.56 (Moderate positive) 0.00
reasoning
Editorial discussing AI military use and rights concerns
2026-02-28 20:14 eval Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive) 0.00
reasoning
Editorial precipice stance
2026-02-28 20:13 eval Evaluated by llama-4-scout-wai: +0.56 (Moderate positive) 0.00
reasoning
Editorial discussing AI military use and rights concerns
2026-02-28 19:28 eval Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive) 0.00
reasoning
Editorial precipice stance
2026-02-28 19:24 eval Evaluated by llama-4-scout-wai: +0.56 (Moderate positive) 0.00
reasoning
Editorial discussing AI military use and rights concerns
2026-02-28 18:47 eval Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive) 0.00
reasoning
Editorial precipice stance
2026-02-28 18:42 eval Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive) 0.00
reasoning
Editorial precipice stance
2026-02-28 18:41 eval Evaluated by llama-4-scout-wai: +0.56 (Moderate positive) 0.00
reasoning
Editorial discussing AI military use and rights concerns
2026-02-28 18:15 eval Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive) 0.00
reasoning
Editorial precipice stance
2026-02-28 18:12 eval Evaluated by llama-4-scout-wai: +0.56 (Moderate positive) 0.00
reasoning
Editorial discussing AI military use and rights concerns
2026-02-28 17:49 eval Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive) 0.00
reasoning
Editorial precipice stance
2026-02-28 17:47 eval Evaluated by llama-4-scout-wai: +0.56 (Moderate positive) 0.00
reasoning
Editorial discussing AI military use and rights concerns
2026-02-28 17:42 eval Evaluated by llama-4-scout-wai: +0.56 (Moderate positive) 0.00
reasoning
Editorial discussing AI military use and rights concerns
2026-02-28 17:24 eval Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive) 0.00
reasoning
Editorial precipice stance
2026-02-28 17:19 eval Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive) 0.00
reasoning
Editorial precipice stance
2026-02-28 17:16 eval Evaluated by llama-4-scout-wai: +0.56 (Moderate positive) 0.00
reasoning
Editorial discussing AI military use and rights concerns
2026-02-28 16:53 eval Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive) 0.00
reasoning
Editorial precipice stance
2026-02-28 16:49 eval Evaluated by llama-4-scout-wai: +0.56 (Moderate positive) 0.00
reasoning
Editorial discussing AI military use and rights concerns
2026-02-28 16:48 eval Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive) 0.00
reasoning
Editorial precipice stance
2026-02-28 16:14 eval Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive) 0.00
reasoning
Editorial precipice stance
2026-02-28 16:13 eval Evaluated by llama-4-scout-wai: +0.56 (Moderate positive) 0.00
reasoning
Editorial discussing AI military use and rights concerns
2026-02-28 13:33 eval Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive) 0.00
reasoning
Editorial precipice stance
2026-02-28 13:30 eval Evaluated by llama-4-scout-wai: +0.56 (Moderate positive) +0.16
reasoning
Editorial discussing AI military use and rights concerns
2026-02-28 13:28 eval Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive) -0.60
reasoning
Editorial precipice stance
2026-02-28 00:32 eval Evaluated by llama-3.3-70b-wai: +0.80 (Strong positive)
reasoning
Editorial precipice stance
2026-02-26 23:40 eval Evaluated by deepseek-v3.2: +0.54 (Moderate positive) 11,703 tokens
2026-02-26 22:36 eval Evaluated by llama-4-scout-wai: +0.40 (Moderate positive)
reasoning
Editorial discussing AI military use and rights concerns