Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite 0.00 ND Neutral 0.80 0.00 Tech Security
@cf/meta/llama-4-scout-17b-16e-instruct lite 0.00 ND Neutral 0.80 0.00 Data Security
meta-llama/llama-3.3-70b-instruct:free ND ND
nvidia/nemotron-3-nano-30b-a3b:free ND ND
Section @cf/meta/llama-3.3-70b-instruct-fp8-fast lite @cf/meta/llama-4-scout-17b-16e-instruct lite meta-llama/llama-3.3-70b-instruct:free nvidia/nemotron-3-nano-30b-a3b:free
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
0.00 iPhone and iPad approved to handle classified NATO information (www.apple.com)
120 points by throwfaraway4 4 days ago | 62 comments on HN | Neutral ~lite vlite-1.4
Summary ~lite Tech Security Neutral
Apple product security
EQ 0.50
SO 0.50
TD 0.50
Lite evaluation by llama-3.3-70b-wai · editorial channel only · no per-section breakdown available
Longitudinal 605 HN snapshots · 9 evals
+1 0 −1 HN
Audit Trail 29 entries
2026-02-28 16:20 eval_success Lite evaluated: Neutral (0.00) - -
2026-02-28 16:20 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
PR content neutral
2026-02-28 16:16 eval_success Lite evaluated: Neutral (0.00) - -
2026-02-28 16:16 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
ED, neutral rights stance
2026-02-28 16:16 eval_success Lite evaluated: Neutral (0.00) - -
2026-02-28 16:16 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
PR content neutral
2026-02-28 13:36 eval_success Lite evaluated: Neutral (0.00) - -
2026-02-28 13:36 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
PR content neutral
2026-02-28 13:32 eval_success Lite evaluated: Neutral (0.00) - -
2026-02-28 13:32 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) -0.10
reasoning
ED, neutral rights stance
2026-02-28 13:31 eval_success Lite evaluated: Neutral (0.00) - -
2026-02-28 13:31 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
PR content neutral
2026-02-28 01:34 dlq_replay DLQ message 97513 replayed to EVAL_QUEUE: iPhone and iPad approved to handle classified NATO information - -
2026-02-28 00:30 eval_success Light evaluated: Neutral (0.00) - -
2026-02-28 00:30 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral)
reasoning
PR content neutral
2026-02-28 00:30 rater_validation_warn Light validation warnings for model llama-3.3-70b-wai: 0W 7R - -
2026-02-26 23:01 rater_validation_fail Light parse failure for model nemotron-nano-30b: SyntaxError: Expected ',' or '}' after property value in JSON at position 305 (line 10 column 4) - -
2026-02-26 22:40 eval_success Evaluated: Mild positive (0.12) - -
2026-02-26 22:40 eval Evaluated by deepseek-v3.2: +0.12 (Mild positive) 9,079 tokens
2026-02-26 22:36 rater_validation_fail Light parse failure for model nemotron-nano-30b: Error: No JSON object found. Response starts with: { "schema_version": "light-1.0", "evaluation": { "url": "https://www.apple.com/newsroom/2026/02/iphone-and- - -
2026-02-26 22:35 eval_success Light evaluated: Mild positive (0.10) - -
2026-02-26 22:35 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive)
reasoning
ED, neutral rights stance
2026-02-26 22:31 rater_validation_fail Light validation failed for model llama-4-scout-wai - -
2026-02-26 22:15 dlq Dead-lettered after 1 attempts: iPhone and iPad approved to handle classified NATO information - -
2026-02-26 22:13 rate_limit OpenRouter rate limited (429) model=llama-3.3-70b - -
2026-02-26 22:12 rate_limit OpenRouter rate limited (429) model=llama-3.3-70b - -
2026-02-26 22:11 rate_limit OpenRouter rate limited (429) model=llama-3.3-70b - -
2026-02-26 20:13 credit_exhausted Credit balance too low, pausing provider for 30 min - -
2026-02-26 18:43 dlq Dead-lettered after 1 attempts: iPhone and iPad approved to handle classified NATO information - -