Model Comparison 100% sign agreement
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite +0.40 ND Moderate positive 0.90 0.00 Professional Ethics
@cf/meta/llama-4-scout-17b-16e-instruct lite +0.40 ND Moderate positive 0.80 0.00 Professional Ethics
deepseek/deepseek-v3.2-20251201 +0.33 +0.10 Neutral 0.29 0.35 Professional Ethics
claude-haiku-4-5-20251001 +0.55 ND Moderate positive 0.28 — Professional Ethics & Human Dignity
meta-llama/llama-3.3-70b-instruct:free ND ND — — — —
Section @cf/meta/llama-3.3-70b-instruct-fp8-fast lite @cf/meta/llama-4-scout-17b-16e-instruct lite deepseek/deepseek-v3.2-20251201 claude-haiku-4-5-20251001 meta-llama/llama-3.3-70b-instruct:free
Preamble ND ND 0.19 0.65 ND
Article 1 ND ND 0.34 0.75 ND
Article 2 ND ND 0.30 0.55 ND
Article 3 ND ND 0.30 ND ND
Article 4 ND ND ND ND ND
Article 5 ND ND 0.30 ND ND
Article 6 ND ND 0.30 ND ND
Article 7 ND ND 0.30 ND ND
Article 8 ND ND 0.30 ND ND
Article 9 ND ND ND ND ND
Article 10 ND ND 0.30 ND ND
Article 11 ND ND 0.30 ND ND
Article 12 ND ND 0.40 0.50 ND
Article 13 ND ND 0.30 ND ND
Article 14 ND ND 0.30 ND ND
Article 15 ND ND 0.30 ND ND
Article 16 ND ND 0.30 ND ND
Article 17 ND ND 0.30 ND ND
Article 18 ND ND 0.30 ND ND
Article 19 ND ND 0.55 0.75 ND
Article 20 ND ND 0.30 ND ND
Article 21 ND ND 0.30 0.45 ND
Article 22 ND ND 0.30 0.55 ND
Article 23 ND ND 0.40 0.50 ND
Article 24 ND ND 0.30 ND ND
Article 25 ND ND 0.30 0.45 ND
Article 26 ND ND 0.34 0.85 ND
Article 27 ND ND 0.40 0.50 ND
Article 28 ND ND 0.30 0.55 ND
Article 29 ND ND 0.19 0.60 ND
Article 30 ND ND 0.30 0.50 ND
+0.40 Code of Ethics – IEEE Computer Society (computer.org)
48 points by 9wzYQbTYsAIc 1239 days ago | 77 comments on HN | Moderate positive ~lite vlite-1.4
Summary ~lite Professional Ethics Advocates
Code of ethics
EQ 0.80
SO 0.70
TD 0.60
Lite evaluation by llama-3.3-70b-wai · editorial channel only · no per-section breakdown available
Longitudinal · 4 evals
+1 0 −1 HN
Audit Trail 24 entries
2026-02-28 14:39 model_divergence Cross-model spread 0.27 exceeds threshold (4 models) - -
2026-02-28 14:39 eval_success Lite evaluated: Moderate positive (0.40) - -
2026-02-28 14:39 eval Evaluated by llama-3.3-70b-wai: +0.40 (Moderate positive)
reasoning
Ethics code promotes rights
2026-02-26 23:13 eval_success Light evaluated: Moderate positive (0.40) - -
2026-02-26 23:13 eval Evaluated by llama-4-scout-wai: +0.40 (Moderate positive)
2026-02-26 20:21 dlq Dead-lettered after 1 attempts: Code of Ethics – IEEE Computer Society - -
2026-02-26 20:19 rate_limit OpenRouter rate limited (429) model=llama-3.3-70b - -
2026-02-26 20:18 rate_limit OpenRouter rate limited (429) model=llama-3.3-70b - -
2026-02-26 20:17 rate_limit OpenRouter rate limited (429) model=llama-3.3-70b - -
2026-02-26 17:41 dlq Dead-lettered after 1 attempts: Code of Ethics – IEEE Computer Society - -
2026-02-26 17:40 rate_limit OpenRouter rate limited (429) model=llama-3.3-70b - -
2026-02-26 17:39 rate_limit OpenRouter rate limited (429) model=llama-3.3-70b - -
2026-02-26 17:37 rate_limit OpenRouter rate limited (429) model=llama-3.3-70b - -
2026-02-26 09:15 dlq Dead-lettered after 1 attempts: Code of Ethics – IEEE Computer Society - -
2026-02-26 09:14 dlq Dead-lettered after 1 attempts: Code of Ethics – IEEE Computer Society - -
2026-02-26 09:13 rate_limit OpenRouter rate limited (429) model=hermes-3-405b - -
2026-02-26 09:12 rate_limit OpenRouter rate limited (429) model=mistral-small-3.1 - -
2026-02-26 09:12 rate_limit OpenRouter rate limited (429) model=hermes-3-405b - -
2026-02-26 09:11 rate_limit OpenRouter rate limited (429) model=mistral-small-3.1 - -
2026-02-26 09:10 rate_limit OpenRouter rate limited (429) model=hermes-3-405b - -
2026-02-26 09:10 rate_limit OpenRouter rate limited (429) model=mistral-small-3.1 - -
2026-02-26 09:09 dlq Dead-lettered after 1 attempts: Code of Ethics – IEEE Computer Society - -
2026-02-26 08:25 eval Evaluated by deepseek-v3.2: +0.32 (Neutral) 8,851 tokens
2026-02-26 02:55 eval Evaluated by claude-haiku-4-5-20251001: +0.59 (Moderate positive) 9,686 tokens