Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-4-scout-17b-16e-instruct lite +0.20 ND Mild positive 0.80 0.00 open source security
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite +0.20 ND Mild positive 0.80 0.00 Open Source Governance
Section @cf/meta/llama-4-scout-17b-16e-instruct lite @cf/meta/llama-3.3-70b-instruct-fp8-fast lite Delta
Preamble ND ND
Article 1 ND ND
Article 2 ND ND
Article 3 ND ND
Article 4 ND ND
Article 5 ND ND
Article 6 ND ND
Article 7 ND ND
Article 8 ND ND
Article 9 ND ND
Article 10 ND ND
Article 11 ND ND
Article 12 ND ND
Article 13 ND ND
Article 14 ND ND
Article 15 ND ND
Article 16 ND ND
Article 17 ND ND
Article 18 ND ND
Article 19 ND ND
Article 20 ND ND
Article 21 ND ND
Article 22 ND ND
Article 23 ND ND
Article 24 ND ND
Article 25 ND ND
Article 26 ND ND
Article 27 ND ND
Article 28 ND ND
Article 29 ND ND
Article 30 ND ND
+0.20 The mission to stop the next global backdoor before it starts (thenewstack.io)
4 points by chhum 1 days ago | 0 comments on HN | Mild positive ~lite vlite-1.4
Summary ~lite open source security Acknowledges
Article discusses open-source governance and security concerns
EQ 0.60
SO 0.70
TD 0.50
Lite evaluation by llama-4-scout-wai · editorial channel only · no per-section breakdown available
Longitudinal 17 HN snapshots · 23 evals
+1 0 −1 HN
Audit Trail 43 entries
2026-03-01 23:15 eval_success Lite evaluated: Mild positive (0.20) - -
2026-03-01 23:15 eval Evaluated by llama-4-scout-wai: +0.20 (Mild positive) 0.00
reasoning
Editorial on open-source governance and security
2026-03-01 23:08 eval_success Lite evaluated: Mild positive (0.20) - -
2026-03-01 23:08 eval Evaluated by llama-4-scout-wai: +0.20 (Mild positive) 0.00
reasoning
Editorial on open-source governance and security
2026-03-01 22:48 eval_success Lite evaluated: Mild positive (0.20) - -
2026-03-01 22:48 eval Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive) 0.00
reasoning
Tech editorial with slight rights lean
2026-03-01 22:22 eval_success Lite evaluated: Mild positive (0.20) - -
2026-03-01 22:22 eval Evaluated by llama-4-scout-wai: +0.20 (Mild positive) 0.00
reasoning
Editorial on open-source governance and security
2026-03-01 22:09 eval_success Lite evaluated: Mild positive (0.20) - -
2026-03-01 22:09 eval Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive) 0.00
reasoning
Tech editorial with slight rights lean
2026-03-01 21:32 eval_success Lite evaluated: Mild positive (0.20) - -
2026-03-01 21:32 eval Evaluated by llama-4-scout-wai: +0.20 (Mild positive) 0.00
reasoning
Editorial on open-source governance and security
2026-03-01 21:25 eval_success Lite evaluated: Mild positive (0.20) - -
2026-03-01 21:25 eval Evaluated by llama-4-scout-wai: +0.20 (Mild positive) 0.00
reasoning
Editorial on open-source governance and security
2026-03-01 21:20 eval_success Lite evaluated: Mild positive (0.20) - -
2026-03-01 21:20 eval Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive) 0.00
reasoning
Tech editorial with slight rights lean
2026-03-01 20:50 eval_success Lite evaluated: Mild positive (0.20) - -
2026-03-01 20:50 eval Evaluated by llama-4-scout-wai: +0.20 (Mild positive) 0.00
reasoning
Editorial on open-source governance and security
2026-03-01 20:44 eval_success Lite evaluated: Mild positive (0.20) - -
2026-03-01 20:44 eval Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive) 0.00
reasoning
Tech editorial with slight rights lean
2026-03-01 20:40 eval_success Lite evaluated: Mild positive (0.20) - -
2026-03-01 20:40 eval Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive) 0.00
reasoning
Tech editorial with slight rights lean
2026-03-01 20:08 eval_success Lite evaluated: Mild positive (0.20) - -
2026-03-01 20:08 eval Evaluated by llama-4-scout-wai: +0.20 (Mild positive) 0.00
reasoning
Editorial on open-source governance and security
2026-03-01 19:57 eval_success Lite evaluated: Mild positive (0.20) - -
2026-03-01 19:57 eval Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive) 0.00
reasoning
Tech editorial with slight rights lean
2026-03-01 19:22 eval_success Lite evaluated: Mild positive (0.20) - -
2026-03-01 19:22 eval Evaluated by llama-4-scout-wai: +0.20 (Mild positive) 0.00
reasoning
Editorial on open-source governance and security
2026-03-01 19:17 eval_success Lite evaluated: Mild positive (0.20) - -
2026-03-01 19:17 eval Evaluated by llama-4-scout-wai: +0.20 (Mild positive) 0.00
reasoning
Editorial on open-source governance and security
2026-03-01 19:14 eval_success Lite evaluated: Mild positive (0.20) - -
2026-03-01 19:14 eval Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive) +0.20
reasoning
Tech editorial with slight rights lean
2026-03-01 19:09 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-01 19:09 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) -0.20
reasoning
Tech editorial with slight rights lean
2026-03-01 18:38 eval_success Lite evaluated: Mild positive (0.20) - -
2026-03-01 18:38 eval Evaluated by llama-4-scout-wai: +0.20 (Mild positive) 0.00
reasoning
Editorial on open-source governance and security
2026-03-01 18:33 eval_success Lite evaluated: Mild positive (0.20) - -
2026-03-01 18:33 eval Evaluated by llama-4-scout-wai: +0.20 (Mild positive) 0.00
reasoning
Editorial on open-source governance and security
2026-03-01 18:32 eval_success Lite evaluated: Mild positive (0.20) - -
2026-03-01 18:32 eval Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive) 0.00
reasoning
Tech editorial with slight rights lean
2026-03-01 17:25 eval Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive) 0.00
reasoning
Tech editorial with slight rights lean
2026-03-01 17:25 eval Evaluated by llama-4-scout-wai: +0.20 (Mild positive)
reasoning
Editorial on open-source governance and security
2026-03-01 17:21 eval Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive)
reasoning
Tech editorial with slight rights lean