Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-4-scout-17b-16e-instruct lite ND ND — 0.80 — —
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite ND ND — 0.73 — —
@cf/meta/llama-4-scout-17b-16e-instruct lite +0.10 -0.16 Neutral 0.80 0.21 National Security AI
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite +0.20 -0.16 Neutral 0.80 0.27 National Security AI
openai/gpt-oss-120b:free lite ND ND — — — —
google/gemma-3-27b-it:free lite ND ND — — — —
qwen/qwen3-coder:free lite ND ND — — — —
Section @cf/meta/llama-4-scout-17b-16e-instruct lite @cf/meta/llama-3.3-70b-instruct-fp8-fast lite @cf/meta/llama-4-scout-17b-16e-instruct lite @cf/meta/llama-3.3-70b-instruct-fp8-fast lite openai/gpt-oss-120b:free lite google/gemma-3-27b-it:free lite qwen/qwen3-coder:free lite
Preamble ND ND ND ND ND ND ND
Article 1 ND ND ND ND ND ND ND
Article 2 ND ND ND ND ND ND ND
Article 3 ND ND ND ND ND ND ND
Article 4 ND ND ND ND ND ND ND
Article 5 ND ND ND ND ND ND ND
Article 6 ND ND ND ND ND ND ND
Article 7 ND ND ND ND ND ND ND
Article 8 ND ND ND ND ND ND ND
Article 9 ND ND ND ND ND ND ND
Article 10 ND ND ND ND ND ND ND
Article 11 ND ND ND ND ND ND ND
Article 12 ND ND ND ND ND ND ND
Article 13 ND ND ND ND ND ND ND
Article 14 ND ND ND ND ND ND ND
Article 15 ND ND ND ND ND ND ND
Article 16 ND ND ND ND ND ND ND
Article 17 ND ND ND ND ND ND ND
Article 18 ND ND ND ND ND ND ND
Article 19 ND ND ND ND ND ND ND
Article 20 ND ND ND ND ND ND ND
Article 21 ND ND ND ND ND ND ND
Article 22 ND ND ND ND ND ND ND
Article 23 ND ND ND ND ND ND ND
Article 24 ND ND ND ND ND ND ND
Article 25 ND ND ND ND ND ND ND
Article 26 ND ND ND ND ND ND ND
Article 27 ND ND ND ND ND ND ND
Article 28 ND ND ND ND ND ND ND
Article 29 ND ND ND ND ND ND ND
Article 30 ND ND ND ND ND ND ND
ND Where things stand with the Department of War (www.anthropic.com)
628 points by surprisetalk 3 days ago | 784 comments on HN ~lite vlite-2.0
Summary ~lite
Anthropic responds to Department of War's supply chain risk designation.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
Longitudinal 1053 HN snapshots · 147 evals
+1 0 −1 HN
Audit Trail 167 entries
2026-03-08 19:23 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-08 19:23 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-08 19:09 eval_success PSQ evaluated: g-PSQ=0.051 (3 dims) - -
2026-03-08 19:09 eval Evaluated by llama-3.3-70b-wai-psq: +0.05 (Neutral) 0.00
2026-03-08 18:53 eval_success Lite evaluated: Neutral (-0.01) - -
2026-03-08 18:53 eval Evaluated by llama-4-scout-wai: -0.01 (Neutral) 0.00
reasoning
The content discusses Anthropic's relationship with the Department of War, focusing on legal and national security issue
2026-03-08 18:53 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-03-08 18:01 eval_success Lite evaluated: Neutral (0.06) - -
2026-03-08 18:01 eval Evaluated by llama-3.3-70b-wai: +0.06 (Neutral) 0.00
reasoning
Company responds to national security designation
2026-03-08 16:34 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-08 16:34 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-08 16:24 eval_success PSQ evaluated: g-PSQ=0.051 (3 dims) - -
2026-03-08 16:24 eval Evaluated by llama-3.3-70b-wai-psq: +0.05 (Neutral) -0.24
2026-03-08 16:19 eval_success PSQ evaluated: g-PSQ=0.290 (3 dims) - -
2026-03-08 16:19 eval Evaluated by llama-3.3-70b-wai-psq: +0.29 (Mild positive) +0.24
2026-03-08 15:57 eval_success Lite evaluated: Neutral (-0.01) - -
2026-03-08 15:57 eval Evaluated by llama-4-scout-wai: -0.01 (Neutral) +0.01
reasoning
The content discusses Anthropic's relationship with the Department of War, focusing on legal and national security issue
2026-03-08 15:57 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-03-08 15:44 eval_success Lite evaluated: Neutral (0.06) - -
2026-03-08 15:44 eval Evaluated by llama-3.3-70b-wai: +0.06 (Neutral) +0.21
reasoning
Company responds to national security designation
2026-03-07 19:25 eval_success PSQ evaluated: g-PSQ=0.051 (3 dims) - -
2026-03-07 19:25 eval Evaluated by llama-3.3-70b-wai-psq: +0.05 (Neutral) 0.00
2026-03-07 19:14 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-07 19:14 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-07 19:09 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-07 19:09 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-07 18:26 eval_success PSQ evaluated: g-PSQ=0.051 (3 dims) - -
2026-03-07 18:26 eval Evaluated by llama-3.3-70b-wai-psq: +0.05 (Neutral) +0.00
2026-03-07 18:21 eval_success PSQ evaluated: g-PSQ=0.050 (3 dims) - -
2026-03-07 18:21 eval Evaluated by llama-3.3-70b-wai-psq: +0.05 (Neutral) 0.00
2026-03-07 17:36 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-07 17:36 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-07 17:17 eval_success PSQ evaluated: g-PSQ=0.050 (3 dims) - -
2026-03-07 17:16 eval Evaluated by llama-3.3-70b-wai-psq: +0.05 (Neutral) +0.04
2026-03-07 15:56 credit_exhausted Credit balance too low, pausing provider for 30 min - -
2026-03-07 13:56 eval_success PSQ evaluated: g-PSQ=0.006 (3 dims) - -
2026-03-07 13:56 eval Evaluated by llama-3.3-70b-wai-psq: +0.01 (Neutral) -0.04
2026-03-07 13:44 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-07 13:24 eval Evaluated by llama-3.3-70b-wai-psq: +0.05 (Neutral) 0.00
2026-03-07 13:11 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-07 12:53 eval Evaluated by llama-3.3-70b-wai-psq: +0.05 (Neutral) 0.00
2026-03-07 12:48 eval Evaluated by llama-3.3-70b-wai-psq: +0.05 (Neutral) 0.00
2026-03-07 12:40 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-07 12:18 eval Evaluated by llama-3.3-70b-wai-psq: +0.05 (Neutral) 0.00
2026-03-07 12:06 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-07 11:47 eval Evaluated by llama-3.3-70b-wai-psq: +0.05 (Neutral) 0.00
2026-03-07 11:43 eval Evaluated by llama-3.3-70b-wai-psq: +0.05 (Neutral) 0.00
2026-03-07 11:35 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-07 11:13 eval Evaluated by llama-3.3-70b-wai-psq: +0.05 (Neutral) 0.00
2026-03-07 11:04 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-07 10:42 eval Evaluated by llama-3.3-70b-wai-psq: +0.05 (Neutral) 0.00
2026-03-07 10:30 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-07 10:09 eval Evaluated by llama-3.3-70b-wai-psq: +0.05 (Neutral) 0.00
2026-03-07 10:00 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-07 09:40 eval Evaluated by llama-3.3-70b-wai-psq: +0.05 (Neutral) 0.00
2026-03-07 09:30 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-07 09:10 eval Evaluated by llama-3.3-70b-wai-psq: +0.05 (Neutral) -0.00
2026-03-07 08:59 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-07 08:40 eval Evaluated by llama-3.3-70b-wai-psq: +0.05 (Neutral) +0.00
2026-03-07 08:35 eval Evaluated by llama-3.3-70b-wai-psq: +0.05 (Neutral) +0.04
2026-03-07 08:26 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-07 08:05 eval Evaluated by llama-3.3-70b-wai-psq: +0.01 (Neutral) 0.00
2026-03-07 08:00 eval Evaluated by llama-3.3-70b-wai-psq: +0.01 (Neutral) -0.04
2026-03-07 07:54 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-07 07:27 eval Evaluated by llama-3.3-70b-wai-psq: +0.05 (Neutral) +0.00
2026-03-07 07:23 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-07 06:55 eval Evaluated by llama-3.3-70b-wai-psq: +0.05 (Neutral) 0.00
2026-03-07 06:51 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-07 06:24 eval Evaluated by llama-3.3-70b-wai-psq: +0.05 (Neutral) 0.00
2026-03-07 06:18 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-07 05:52 eval Evaluated by llama-3.3-70b-wai-psq: +0.05 (Neutral) 0.00
2026-03-07 05:45 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-07 05:20 eval Evaluated by llama-3.3-70b-wai-psq: +0.05 (Neutral) 0.00
2026-03-07 05:16 eval Evaluated by llama-3.3-70b-wai-psq: +0.05 (Neutral) 0.00
2026-03-07 05:14 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-07 04:45 eval Evaluated by llama-3.3-70b-wai-psq: +0.05 (Neutral) +0.04
2026-03-07 04:41 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-07 04:13 eval Evaluated by llama-3.3-70b-wai-psq: +0.01 (Neutral) -0.04
2026-03-07 04:09 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-07 03:42 eval Evaluated by llama-3.3-70b-wai-psq: +0.05 (Neutral) 0.00
2026-03-07 03:38 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-07 03:06 eval Evaluated by llama-3.3-70b-wai-psq: +0.05 (Neutral) 0.00
2026-03-07 03:03 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-07 02:33 eval Evaluated by llama-3.3-70b-wai-psq: +0.05 (Neutral) 0.00
2026-03-07 02:28 eval Evaluated by llama-3.3-70b-wai-psq: +0.05 (Neutral) -0.00
2026-03-07 02:27 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-07 02:22 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-07 01:55 eval Evaluated by llama-3.3-70b-wai-psq: +0.05 (Neutral) +0.00
2026-03-07 01:50 eval Evaluated by llama-3.3-70b-wai-psq: +0.05 (Neutral) 0.00
2026-03-07 01:50 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-07 01:14 eval Evaluated by llama-3.3-70b-wai-psq: +0.05 (Neutral) 0.00
2026-03-07 01:13 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-07 00:16 eval Evaluated by llama-3.3-70b-wai-psq: +0.05 (Neutral) 0.00
2026-03-07 00:13 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-07 00:11 eval Evaluated by llama-3.3-70b-wai-psq: +0.05 (Neutral) 0.00
2026-03-06 23:40 eval Evaluated by llama-3.3-70b-wai-psq: +0.05 (Neutral) 0.00
2026-03-06 23:39 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 23:06 eval Evaluated by llama-3.3-70b-wai-psq: +0.05 (Neutral) -0.24
2026-03-06 23:03 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 22:01 eval Evaluated by llama-3.3-70b-wai-psq: +0.29 (Mild positive) 0.00
2026-03-06 21:59 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 21:12 eval Evaluated by llama-3.3-70b-wai-psq: +0.29 (Mild positive) +0.28
2026-03-06 21:10 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 21:04 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 20:30 eval Evaluated by llama-3.3-70b-wai-psq: +0.01 (Neutral) -0.04
2026-03-06 20:25 eval Evaluated by llama-3.3-70b-wai-psq: +0.05 (Neutral) 0.00
2026-03-06 20:22 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 19:50 eval Evaluated by llama-3.3-70b-wai-psq: +0.05 (Neutral) 0.00
2026-03-06 19:46 eval Evaluated by llama-3.3-70b-wai-psq: +0.05 (Neutral) 0.00
2026-03-06 19:44 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 19:39 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 19:13 eval Evaluated by llama-3.3-70b-wai-psq: +0.05 (Neutral) 0.00
2026-03-06 19:05 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 18:34 eval Evaluated by llama-3.3-70b-wai-psq: +0.05 (Neutral) 0.00
2026-03-06 18:25 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 17:21 eval Evaluated by llama-3.3-70b-wai-psq: +0.05 (Neutral) 0.00
2026-03-06 17:12 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 16:44 eval Evaluated by llama-3.3-70b-wai-psq: +0.05 (Neutral) 0.00
2026-03-06 16:35 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 16:09 eval Evaluated by llama-3.3-70b-wai-psq: +0.05 (Neutral) +0.04
2026-03-06 16:04 eval Evaluated by llama-3.3-70b-wai-psq: +0.01 (Neutral) -0.04
2026-03-06 16:01 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 15:30 eval Evaluated by llama-3.3-70b-wai-psq: +0.05 (Neutral) -0.23
2026-03-06 15:24 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 14:54 eval Evaluated by llama-3.3-70b-wai-psq: +0.28 (Mild positive) +0.23
2026-03-06 14:42 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 14:12 eval Evaluated by llama-3.3-70b-wai-psq: +0.05 (Neutral) 0.00
2026-03-06 14:05 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 13:35 eval Evaluated by llama-3.3-70b-wai-psq: +0.05 (Neutral) 0.00
2026-03-06 13:27 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 13:03 eval Evaluated by llama-3.3-70b-wai-psq: +0.05 (Neutral) -0.24
2026-03-06 12:51 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 12:29 eval Evaluated by llama-3.3-70b-wai-psq: +0.29 (Mild positive) +0.28
2026-03-06 12:16 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 11:57 eval Evaluated by llama-3.3-70b-wai-psq: +0.01 (Neutral) -0.04
2026-03-06 11:42 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 11:37 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 11:25 eval Evaluated by llama-3.3-70b-wai-psq: +0.05 (Neutral) 0.00
2026-03-06 11:04 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 10:54 eval Evaluated by llama-3.3-70b-wai-psq: +0.05 (Neutral) +0.04
2026-03-06 10:30 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 10:23 eval Evaluated by llama-3.3-70b-wai-psq: +0.01 (Neutral) -0.04
2026-03-06 09:57 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 09:54 eval Evaluated by llama-3.3-70b-wai-psq: +0.05 (Neutral) +0.04
2026-03-06 09:23 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 09:21 eval Evaluated by llama-3.3-70b-wai-psq: +0.01 (Neutral) -0.04
2026-03-06 09:16 eval Evaluated by llama-3.3-70b-wai-psq: +0.05 (Neutral) 0.00
2026-03-06 08:49 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 08:45 eval Evaluated by llama-3.3-70b-wai-psq: +0.05 (Neutral) -0.24
2026-03-06 08:44 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 08:17 eval Evaluated by llama-3.3-70b-wai-psq: +0.29 (Mild positive) 0.00
2026-03-06 08:16 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 08:12 eval Evaluated by llama-3.3-70b-wai-psq: +0.29 (Mild positive) +0.24
2026-03-06 07:44 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 07:42 eval Evaluated by llama-3.3-70b-wai-psq: +0.05 (Neutral) +0.04
2026-03-06 07:13 eval Evaluated by llama-3.3-70b-wai-psq: +0.01 (Neutral) -0.04
2026-03-06 07:12 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 07:08 eval Evaluated by llama-3.3-70b-wai-psq: +0.05 (Neutral) 0.00
2026-03-06 06:40 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 06:37 eval Evaluated by llama-3.3-70b-wai-psq: +0.05 (Neutral) +0.04
2026-03-06 06:08 eval Evaluated by llama-3.3-70b-wai-psq: +0.01 (Neutral) -0.28
2026-03-06 06:07 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 05:22 eval Evaluated by llama-3.3-70b-wai-psq: +0.29 (Mild positive) +0.24
2026-03-06 05:17 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive)
2026-03-06 05:17 eval Evaluated by llama-3.3-70b-wai-psq: +0.05 (Neutral)
2026-03-06 00:56 eval Evaluated by llama-4-scout-wai: -0.02 (Neutral)
reasoning
The content discusses Anthropic's relationship with the Department of War, focusing on legal and national security issue
2026-03-06 00:56 eval Evaluated by llama-3.3-70b-wai: -0.15 (Mild negative)
reasoning
Company responds to national security designation