Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-4-scout-17b-16e-instruct lite ND ND — 0.73 — —
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite ND ND — 0.50 — —
@cf/meta/llama-4-scout-17b-16e-instruct lite +0.10 -1.00 Moderate negative 0.80 1.00 National Security
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite +0.10 -0.61 Mild negative 0.80 0.66 National Security
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
Preamble ND ND ND ND
Article 1 ND ND ND ND
Article 2 ND ND ND ND
Article 3 ND ND ND ND
Article 4 ND ND ND ND
Article 5 ND ND ND ND
Article 6 ND ND ND ND
Article 7 ND ND ND ND
Article 8 ND ND ND ND
Article 9 ND ND ND ND
Article 10 ND ND ND ND
Article 11 ND ND ND ND
Article 12 ND ND ND ND
Article 13 ND ND ND ND
Article 14 ND ND ND ND
Article 15 ND ND ND ND
Article 16 ND ND ND ND
Article 17 ND ND ND ND
Article 18 ND ND ND ND
Article 19 ND ND ND ND
Article 20 ND ND ND ND
Article 21 ND ND ND ND
Article 22 ND ND ND ND
Article 23 ND ND ND ND
Article 24 ND ND ND ND
Article 25 ND ND ND ND
Article 26 ND ND ND ND
Article 27 ND ND ND ND
Article 28 ND ND ND ND
Article 29 ND ND ND ND
Article 30 ND ND ND ND
ND Patel gutted FBI counterintelligence team tasked with tracking Iranian threats (www.cnn.com)
23 points by doener 2 days ago | 3 comments on HN ~lite vlite-2.0
Summary ~lite
Article discusses FBI counterintelligence team firings and potential national security risks.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
Longitudinal 20 HN snapshots · 14 evals
+1 0 −1 HN
Audit Trail 29 entries
2026-03-08 19:26 eval_success PSQ evaluated: g-PSQ=0.120 (3 dims) - -
2026-03-08 19:26 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-08 19:14 eval_success PSQ evaluated: g-PSQ=-0.240 (3 dims) - -
2026-03-08 19:14 eval Evaluated by llama-3.3-70b-wai-psq: -0.24 (Mild negative) 0.00
2026-03-08 18:56 eval_success Lite evaluated: Moderate negative (-0.34) - -
2026-03-08 18:56 eval Evaluated by llama-4-scout-wai: -0.34 (Moderate negative) -0.06
reasoning
CNN article on FBI counterintelligence team firings with potential national security implications
2026-03-08 18:56 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-08 18:46 eval_success Lite evaluated: Mild negative (-0.18) - -
2026-03-08 18:46 eval Evaluated by llama-3.3-70b-wai: -0.18 (Mild negative) 0.00
reasoning
News article on FBI counterintelligence
2026-03-08 16:41 eval_success PSQ evaluated: g-PSQ=0.120 (3 dims) - -
2026-03-08 16:41 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-08 16:36 eval_success PSQ evaluated: g-PSQ=0.120 (3 dims) - -
2026-03-08 16:36 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-08 16:24 eval_success PSQ evaluated: g-PSQ=-0.240 (3 dims) - -
2026-03-08 16:24 eval Evaluated by llama-3.3-70b-wai-psq: -0.24 (Mild negative) 0.00
2026-03-08 15:59 eval_success Lite evaluated: Mild negative (-0.28) - -
2026-03-08 15:59 eval Evaluated by llama-4-scout-wai: -0.28 (Mild negative) +0.06
reasoning
CNN article on FBI counterintelligence team firings with potential national security implications
2026-03-08 15:49 eval_success Lite evaluated: Mild negative (-0.18) - -
2026-03-08 15:49 eval Evaluated by llama-3.3-70b-wai: -0.18 (Mild negative) +0.21
reasoning
News article on FBI counterintelligence
2026-03-08 01:58 eval_success PSQ evaluated: g-PSQ=-0.240 (3 dims) - -
2026-03-08 01:58 eval Evaluated by llama-3.3-70b-wai-psq: -0.24 (Mild negative) 0.00
2026-03-08 01:53 eval_success PSQ evaluated: g-PSQ=0.120 (3 dims) - -
2026-03-08 01:53 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive)
2026-03-08 01:53 eval_success PSQ evaluated: g-PSQ=-0.240 (3 dims) - -
2026-03-08 01:53 eval Evaluated by llama-3.3-70b-wai-psq: -0.24 (Mild negative)
2026-03-08 01:52 eval_success Lite evaluated: Moderate negative (-0.34) - -
2026-03-08 01:52 eval Evaluated by llama-4-scout-wai: -0.34 (Moderate negative)
reasoning
CNN article on FBI counterintelligence team firings with potential national security implications
2026-03-08 01:51 eval_success Lite evaluated: Moderate negative (-0.39) - -
2026-03-08 01:51 eval Evaluated by llama-3.3-70b-wai: -0.39 (Moderate negative)
reasoning
News article on FBI counterintelligence