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 Sustainable Fishing
@cf/meta/llama-4-scout-17b-16e-instruct lite 0.00 ND Neutral 0.90 0.00 Technology Entrepreneurship
Section @cf/meta/llama-3.3-70b-instruct-fp8-fast lite @cf/meta/llama-4-scout-17b-16e-instruct 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
0.00 Launch HN: OctaPulse (YC W26) – Robotics and computer vision for fish farming
48 points by rohxnsxngh 5 hours ago | 26 comments on HN | Neutral ~lite vlite-1.4
Summary ~lite Sustainable Fishing Neutral
Fish farming tech
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 126 HN snapshots · 14 evals
+1 0 −1 HN
Audit Trail 28 entries
2026-03-02 21:55 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-02 21:55 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Neutral tech discussion
2026-03-02 21:34 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-02 21:34 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Editorial on robotics in fish farming, no explicit human rights discussion
2026-03-02 21:29 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-02 21:29 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Editorial on robotics in fish farming, no explicit human rights discussion
2026-03-02 21:21 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-02 21:21 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Neutral tech discussion
2026-03-02 20:42 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-02 20:42 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Editorial on robotics in fish farming, no explicit human rights discussion
2026-03-02 20:37 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-02 20:37 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Neutral tech discussion
2026-03-02 19:56 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-02 19:56 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Editorial on robotics in fish farming, no explicit human rights discussion
2026-03-02 19:52 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-02 19:52 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Neutral tech discussion
2026-03-02 19:51 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-02 19:51 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Editorial on robotics in fish farming, no explicit human rights discussion
2026-03-02 19:13 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-02 19:13 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Neutral tech discussion
2026-03-02 19:07 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-02 19:07 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Editorial on robotics in fish farming, no explicit human rights discussion
2026-03-02 18:08 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-02 18:08 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Neutral tech discussion
2026-03-02 18:05 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-02 18:05 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral)
reasoning
Editorial on robotics in fish farming, no explicit human rights discussion
2026-03-02 18:03 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-02 18:03 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral)
reasoning
Neutral tech discussion