Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-4-scout-17b-16e-instruct lite ND ND — 0.77 — —
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite ND ND — 0.63 — —
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite -0.04 -0.20 Mild negative 0.80 0.18 Quantum Cryptography
@cf/meta/llama-4-scout-17b-16e-instruct lite -0.04 -0.20 Mild negative 0.80 0.18 Cybersecurity Privacy
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 The JVG algorithm could break RSA-2048 encryption with fewer than 5k qubits (briefglance.com)
12 points by giuliomagnifico 1 days ago | 13 comments on HN ~lite vlite-2.0
Summary ~lite
Article discusses a new quantum algorithm that could accelerate the timeline for breaking global encryption standards.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
Longitudinal 70 HN snapshots · 31 evals
+1 0 −1 HN
Audit Trail 51 entries
2026-03-05 05:22 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-05 05:22 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive)
2026-03-05 05:14 eval_success PSQ evaluated: g-PSQ=-0.345 (3 dims) - -
2026-03-05 05:14 eval Evaluated by llama-3.3-70b-wai-psq: -0.34 (Moderate negative)
2026-03-04 23:46 eval_success Lite evaluated: Mild negative (-0.10) - -
2026-03-04 23:46 eval Evaluated by llama-3.3-70b-wai: -0.10 (Mild negative) 0.00
reasoning
Tech article, neutral stance, transparent sources
2026-03-04 23:44 eval_success Lite evaluated: Mild negative (-0.10) - -
2026-03-04 23:44 eval Evaluated by llama-4-scout-wai: -0.10 (Mild negative) 0.00
reasoning
The article discusses a new quantum algorithm's potential to break encryption standards, with no explicit human rights d
2026-03-04 23:44 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-03-04 23:40 eval_success Lite evaluated: Mild negative (-0.10) - -
2026-03-04 23:40 eval Evaluated by llama-3.3-70b-wai: -0.10 (Mild negative) 0.00
reasoning
Tech article, neutral stance, transparent sources
2026-03-04 23:40 eval_success Lite evaluated: Mild negative (-0.10) - -
2026-03-04 23:40 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-03-04 23:40 eval Evaluated by llama-4-scout-wai: -0.10 (Mild negative) 0.00
reasoning
The article discusses a new quantum algorithm's potential to break encryption standards, with no explicit human rights d
2026-03-04 22:59 eval_success Lite evaluated: Mild negative (-0.10) - -
2026-03-04 22:59 eval Evaluated by llama-3.3-70b-wai: -0.10 (Mild negative) 0.00
reasoning
Tech article, neutral stance, transparent sources
2026-03-04 22:57 eval_success Lite evaluated: Mild negative (-0.10) - -
2026-03-04 22:57 eval Evaluated by llama-4-scout-wai: -0.10 (Mild negative) 0.00
reasoning
The article discusses a new quantum algorithm's potential to break encryption standards, with no explicit human rights d
2026-03-04 22:57 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-03-04 22:54 eval_success Lite evaluated: Mild negative (-0.10) - -
2026-03-04 22:54 eval Evaluated by llama-3.3-70b-wai: -0.10 (Mild negative) 0.00
reasoning
Tech article, neutral stance, transparent sources
2026-03-04 22:13 eval_success Lite evaluated: Mild negative (-0.10) - -
2026-03-04 22:13 eval Evaluated by llama-4-scout-wai: -0.10 (Mild negative) 0.00
reasoning
The article discusses a new quantum algorithm's potential to break encryption standards, with no explicit human rights d
2026-03-04 22:13 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-03-04 22:12 eval_success Lite evaluated: Mild negative (-0.10) - -
2026-03-04 22:12 eval Evaluated by llama-3.3-70b-wai: -0.10 (Mild negative) 0.00
reasoning
Tech article, neutral stance, transparent sources
2026-03-04 21:42 eval_success Lite evaluated: Mild negative (-0.10) - -
2026-03-04 21:42 eval Evaluated by llama-4-scout-wai: -0.10 (Mild negative) 0.00
reasoning
The article discusses a new quantum algorithm's potential to break encryption standards, with no explicit human rights d
2026-03-04 21:42 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-03-04 21:41 eval_success Lite evaluated: Mild negative (-0.10) - -
2026-03-04 21:41 eval Evaluated by llama-3.3-70b-wai: -0.10 (Mild negative) 0.00
reasoning
Tech article, neutral stance, transparent sources
2026-03-04 21:36 eval_success Lite evaluated: Mild negative (-0.10) - -
2026-03-04 21:36 eval Evaluated by llama-3.3-70b-wai: -0.10 (Mild negative) 0.00
reasoning
Tech article, neutral stance, transparent sources
2026-03-04 20:57 eval_success Lite evaluated: Mild negative (-0.10) - -
2026-03-04 20:57 eval Evaluated by llama-4-scout-wai: -0.10 (Mild negative) 0.00
reasoning
The article discusses a new quantum algorithm's potential to break encryption standards, with no explicit human rights d
2026-03-04 20:52 eval Evaluated by llama-3.3-70b-wai: -0.10 (Mild negative) 0.00
reasoning
Tech article, neutral stance, transparent sources
2026-03-04 20:19 eval Evaluated by llama-4-scout-wai: -0.10 (Mild negative) 0.00
reasoning
The article discusses a new quantum algorithm's potential to break encryption standards, with no explicit human rights d
2026-03-04 20:17 eval Evaluated by llama-3.3-70b-wai: -0.10 (Mild negative) 0.00
reasoning
Tech article, neutral stance, transparent sources
2026-03-04 19:33 eval Evaluated by llama-4-scout-wai: -0.10 (Mild negative) 0.00
reasoning
The article discusses a new quantum algorithm's potential to break encryption standards, with no explicit human rights d
2026-03-04 19:28 eval Evaluated by llama-4-scout-wai: -0.10 (Mild negative) 0.00
reasoning
The article discusses a new quantum algorithm's potential to break encryption standards, with no explicit human rights d
2026-03-04 19:23 eval Evaluated by llama-3.3-70b-wai: -0.10 (Mild negative) 0.00
reasoning
Tech article, neutral stance, transparent sources
2026-03-04 18:25 eval Evaluated by llama-4-scout-wai: -0.10 (Mild negative) 0.00
reasoning
The article discusses a new quantum algorithm's potential to break encryption standards, with no explicit human rights d
2026-03-04 18:19 eval Evaluated by llama-3.3-70b-wai: -0.10 (Mild negative) 0.00
reasoning
Tech article, neutral stance, transparent sources
2026-03-04 17:00 eval Evaluated by llama-4-scout-wai: -0.10 (Mild negative) 0.00
reasoning
The article discusses a new quantum algorithm's potential to break encryption standards, with no explicit human rights d
2026-03-04 16:58 eval Evaluated by llama-3.3-70b-wai: -0.10 (Mild negative) 0.00
reasoning
Tech article, neutral stance, transparent sources
2026-03-04 16:11 eval Evaluated by llama-4-scout-wai: -0.10 (Mild negative) 0.00
reasoning
The article discusses a new quantum algorithm's potential to break encryption standards, with no explicit human rights d
2026-03-04 16:10 eval Evaluated by llama-3.3-70b-wai: -0.10 (Mild negative) 0.00
reasoning
Tech article, neutral stance, transparent sources
2026-03-04 15:29 eval Evaluated by llama-4-scout-wai: -0.10 (Mild negative) 0.00
reasoning
The article discusses a new quantum algorithm's potential to break encryption standards, with no explicit human rights d
2026-03-04 15:29 eval Evaluated by llama-3.3-70b-wai: -0.10 (Mild negative) 0.00
reasoning
Tech article, neutral stance, transparent sources
2026-03-04 14:52 eval Evaluated by llama-4-scout-wai: -0.10 (Mild negative)
reasoning
The article discusses a new quantum algorithm's potential to break encryption standards, with no explicit human rights d
2026-03-04 14:51 eval Evaluated by llama-3.3-70b-wai: -0.10 (Mild negative)
reasoning
Tech article, neutral stance, transparent sources