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-3.3-70b-instruct-fp8-fast lite +0.20 -0.20 Neutral 0.80 0.28 Digital Rights
@cf/meta/llama-4-scout-17b-16e-instruct lite +0.40 -0.20 Mild positive 0.80 0.49 Digital Rights Tech Policy
Section @cf/meta/llama-4-scout-17b-16e-instruct lite @cf/meta/llama-3.3-70b-instruct-fp8-fast lite @cf/meta/llama-3.3-70b-instruct-fp8-fast lite @cf/meta/llama-4-scout-17b-16e-instruct 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 FBI stymied by Apple's Lockdown Mode after seizing journalist's iPhone (arstechnica.com)
14 points by alwillis 1 days ago | 14 comments on HN ~lite vlite-2.0
Summary ~lite
Article discusses FBI's challenge with Apple's Lockdown Mode.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
Longitudinal 28 HN snapshots · 29 evals
+1 0 −1 HN
Audit Trail 49 entries
2026-03-05 05:25 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-05 05:24 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive)
2026-03-05 05:19 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-05 05:19 eval Evaluated by llama-3.3-70b-wai-psq: +0.28 (Mild positive)
2026-03-04 18:42 eval_success Lite evaluated: Neutral (-0.08) - -
2026-03-04 18:42 eval Evaluated by llama-3.3-70b-wai: -0.08 (Neutral) 0.00
reasoning
Tech policy article on FBI and Apple
2026-03-04 17:40 eval_success Lite evaluated: Mild positive (0.16) - -
2026-03-04 17:40 eval Evaluated by llama-4-scout-wai: +0.16 (Mild positive) 0.00
reasoning
Tech-policy article discussing FBI's struggle with Apple's Lockdown Mode
2026-03-04 17:15 eval_success Lite evaluated: Neutral (-0.08) - -
2026-03-04 17:15 eval Evaluated by llama-3.3-70b-wai: -0.08 (Neutral) 0.00
reasoning
Tech policy article on FBI and Apple
2026-03-04 14:26 eval_success Lite evaluated: Mild positive (0.16) - -
2026-03-04 14:26 eval Evaluated by llama-4-scout-wai: +0.16 (Mild positive) 0.00
reasoning
Tech-policy article discussing FBI's struggle with Apple's Lockdown Mode
2026-03-04 14:16 eval_success Lite evaluated: Neutral (-0.08) - -
2026-03-04 14:16 eval Evaluated by llama-3.3-70b-wai: -0.08 (Neutral) 0.00
reasoning
Tech policy article on FBI and Apple
2026-03-04 13:44 eval_success Lite evaluated: Mild positive (0.16) - -
2026-03-04 13:44 eval Evaluated by llama-4-scout-wai: +0.16 (Mild positive) 0.00
reasoning
Tech-policy article discussing FBI's struggle with Apple's Lockdown Mode
2026-03-04 13:35 eval_success Lite evaluated: Neutral (-0.08) - -
2026-03-04 13:35 eval Evaluated by llama-3.3-70b-wai: -0.08 (Neutral) 0.00
reasoning
Tech policy article on FBI and Apple
2026-03-04 13:30 eval_success Lite evaluated: Neutral (-0.08) - -
2026-03-04 13:30 eval Evaluated by llama-3.3-70b-wai: -0.08 (Neutral) 0.00
reasoning
Tech policy article on FBI and Apple
2026-03-04 13:08 eval_success Lite evaluated: Mild positive (0.16) - -
2026-03-04 13:08 eval Evaluated by llama-4-scout-wai: +0.16 (Mild positive) 0.00
reasoning
Tech-policy article discussing FBI's struggle with Apple's Lockdown Mode
2026-03-04 12:58 eval_success Lite evaluated: Neutral (-0.08) - -
2026-03-04 12:58 eval Evaluated by llama-3.3-70b-wai: -0.08 (Neutral) 0.00
reasoning
Tech policy article on FBI and Apple
2026-03-04 12:27 eval_success Lite evaluated: Mild positive (0.16) - -
2026-03-04 12:27 eval Evaluated by llama-4-scout-wai: +0.16 (Mild positive) 0.00
reasoning
Tech-policy article discussing FBI's struggle with Apple's Lockdown Mode
2026-03-04 12:22 eval_success Lite evaluated: Mild positive (0.16) - -
2026-03-04 12:22 eval Evaluated by llama-4-scout-wai: +0.16 (Mild positive) 0.00
reasoning
Tech-policy article discussing FBI's struggle with Apple's Lockdown Mode
2026-03-04 12:17 eval_success Lite evaluated: Neutral (-0.08) - -
2026-03-04 12:17 eval Evaluated by llama-3.3-70b-wai: -0.08 (Neutral) 0.00
reasoning
Tech policy article on FBI and Apple
2026-03-04 11:45 eval_success Lite evaluated: Mild positive (0.16) - -
2026-03-04 11:45 eval Evaluated by llama-4-scout-wai: +0.16 (Mild positive) 0.00
reasoning
Tech-policy article discussing FBI's struggle with Apple's Lockdown Mode
2026-03-04 11:40 eval_success Lite evaluated: Neutral (-0.08) - -
2026-03-04 11:40 eval Evaluated by llama-3.3-70b-wai: -0.08 (Neutral) 0.00
reasoning
Tech policy article on FBI and Apple
2026-03-04 10:59 eval_success Lite evaluated: Mild positive (0.16) - -
2026-03-04 10:59 eval Evaluated by llama-4-scout-wai: +0.16 (Mild positive) 0.00
reasoning
Tech-policy article discussing FBI's struggle with Apple's Lockdown Mode
2026-03-04 10:54 eval_success Lite evaluated: Neutral (-0.08) - -
2026-03-04 10:54 eval Evaluated by llama-3.3-70b-wai: -0.08 (Neutral) 0.00
reasoning
Tech policy article on FBI and Apple
2026-03-04 10:18 eval_success Lite evaluated: Mild positive (0.16) - -
2026-03-04 10:18 eval Evaluated by llama-4-scout-wai: +0.16 (Mild positive) 0.00
reasoning
Tech-policy article discussing FBI's struggle with Apple's Lockdown Mode
2026-03-04 10:15 eval Evaluated by llama-3.3-70b-wai: -0.08 (Neutral) 0.00
reasoning
Tech policy article on FBI and Apple
2026-03-04 09:41 eval Evaluated by llama-4-scout-wai: +0.16 (Mild positive) 0.00
reasoning
Tech-policy article discussing FBI's struggle with Apple's Lockdown Mode
2026-03-04 09:36 eval Evaluated by llama-3.3-70b-wai: -0.08 (Neutral) 0.00
reasoning
Tech policy article on FBI and Apple
2026-03-04 09:05 eval Evaluated by llama-4-scout-wai: +0.16 (Mild positive) 0.00
reasoning
Tech-policy article discussing FBI's struggle with Apple's Lockdown Mode
2026-03-04 09:00 eval Evaluated by llama-3.3-70b-wai: -0.08 (Neutral) 0.00
reasoning
Tech policy article on FBI and Apple
2026-03-04 08:21 eval Evaluated by llama-4-scout-wai: +0.16 (Mild positive) 0.00
reasoning
Tech-policy article discussing FBI's struggle with Apple's Lockdown Mode
2026-03-04 08:20 eval Evaluated by llama-3.3-70b-wai: -0.08 (Neutral) 0.00
reasoning
Tech policy article on FBI and Apple
2026-03-04 07:53 eval Evaluated by llama-4-scout-wai: +0.16 (Mild positive)
reasoning
Tech-policy article discussing FBI's struggle with Apple's Lockdown Mode
2026-03-04 07:52 eval Evaluated by llama-3.3-70b-wai: -0.08 (Neutral)
reasoning
Tech policy article on FBI and Apple