Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-4-scout-17b-16e-instruct lite +0.56 ND Moderate positive 0.90 0.00 Government Transparency
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite +0.50 ND Moderate positive 0.90 0.00 Government Transparency
meta-llama/llama-3.3-70b-instruct:free ND ND — — — —
nvidia/nemotron-3-nano-30b-a3b:free ND ND — — — —
Section @cf/meta/llama-4-scout-17b-16e-instruct lite @cf/meta/llama-3.3-70b-instruct-fp8-fast lite meta-llama/llama-3.3-70b-instruct:free nvidia/nemotron-3-nano-30b-a3b:free
Preamble 0.06 ND ND ND
Article 1 0.00 ND ND ND
Article 2 0.05 ND ND ND
Article 3 0.00 ND ND ND
Article 4 0.00 ND ND ND
Article 5 0.00 ND ND ND
Article 6 0.00 ND ND ND
Article 7 0.00 ND ND ND
Article 8 0.00 ND ND ND
Article 9 0.00 ND ND ND
Article 10 0.00 ND ND ND
Article 11 0.00 ND ND ND
Article 12 -0.07 ND ND ND
Article 13 0.00 ND ND ND
Article 14 0.00 ND ND ND
Article 15 0.00 ND ND ND
Article 16 0.00 ND ND ND
Article 17 0.00 ND ND ND
Article 18 0.00 ND ND ND
Article 19 0.39 ND ND ND
Article 20 0.10 ND ND ND
Article 21 0.00 ND ND ND
Article 22 0.00 ND ND ND
Article 23 0.00 ND ND ND
Article 24 0.00 ND ND ND
Article 25 -0.05 ND ND ND
Article 26 -0.05 ND ND ND
Article 27 0.05 ND ND ND
Article 28 0.00 ND ND ND
Article 29 0.00 ND ND ND
Article 30 0.00 ND ND ND
+0.56 The Government Just Made It Harder to See What Spy Tech It Buys (www.404media.co)
15 points by cdrnsf 3 days ago | 1 comments on HN | Moderate positive ~lite vlite-1.4
Summary ~lite Government Transparency Advocates
Article criticizes government for shutting down FPDS.gov, a resource for tracking spy tech purchases.
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 36 HN snapshots · 5 evals
+1 0 −1 HN
Audit Trail 25 entries
2026-02-28 15:01 eval_success Lite evaluated: Moderate positive (0.56) - -
2026-02-28 15:01 eval Evaluated by llama-4-scout-wai: +0.56 (Moderate positive) +0.54
reasoning
Editorial criticizing government for reducing transparency on spy tech purchases
2026-02-28 15:01 eval_success Lite evaluated: Moderate positive (0.50) - -
2026-02-28 15:01 eval Evaluated by llama-3.3-70b-wai: +0.50 (Moderate positive) -0.30
reasoning
Investigative journalism exposes abuse
2026-02-28 00:45 eval_success Light evaluated: Strong positive (0.80) - -
2026-02-28 00:45 eval Evaluated by llama-3.3-70b-wai: +0.80 (Strong positive)
reasoning
Investigative journalism exposes abuse
2026-02-27 02:24 eval_success Evaluated: Mild positive (0.11) - -
2026-02-27 02:24 eval Evaluated by deepseek-v3.2: +0.11 (Mild positive) 10,853 tokens
2026-02-27 02:24 rater_validation_warn Validation warnings for model deepseek-v3.2: 0W 26R - -
2026-02-26 22:03 eval_success Evaluated: Neutral (0.02) - -
2026-02-26 22:03 eval Evaluated by llama-4-scout-wai: +0.02 (Neutral)
reasoning
Editorial criticizing government for reducing transparency on spy tech purchases
2026-02-26 22:03 rater_validation_warn Validation warnings for model llama-4-scout-wai: 28W 28R - -
2026-02-26 21:21 dlq Dead-lettered after 1 attempts: The Government Just Made It Harder to See What Spy Tech It Buys - -
2026-02-26 21:19 rate_limit OpenRouter rate limited (429) model=llama-3.3-70b - -
2026-02-26 21:18 rate_limit OpenRouter rate limited (429) model=llama-3.3-70b - -
2026-02-26 21:17 rate_limit OpenRouter rate limited (429) model=llama-3.3-70b - -
2026-02-26 18:43 dlq Dead-lettered after 1 attempts: The Government Just Made It Harder to See What Spy Tech It Buys - -
2026-02-26 18:41 dlq Dead-lettered after 1 attempts: The Government Just Made It Harder to See What Spy Tech It Buys - -
2026-02-26 18:39 dlq Dead-lettered after 1 attempts: The Government Just Made It Harder to See What Spy Tech It Buys - -
2026-02-26 18:39 dlq Dead-lettered after 1 attempts: The Government Just Made It Harder to See What Spy Tech It Buys - -
2026-02-26 18:38 dlq Dead-lettered after 1 attempts: The Government Just Made It Harder to See What Spy Tech It Buys - -
2026-02-26 18:38 dlq Dead-lettered after 1 attempts: The Government Just Made It Harder to See What Spy Tech It Buys - -
2026-02-26 18:37 dlq Dead-lettered after 1 attempts: The Government Just Made It Harder to See What Spy Tech It Buys - -
2026-02-26 18:37 dlq Dead-lettered after 1 attempts: The Government Just Made It Harder to See What Spy Tech It Buys - -
2026-02-26 18:36 dlq Dead-lettered after 1 attempts: The Government Just Made It Harder to See What Spy Tech It Buys - -