Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-4-scout-17b-16e-instruct lite ND ND — 0.73 — —
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite ND ND — 0.70 — —
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite +0.40 ND Moderate positive 0.80 0.00 Egyptian human rights
@cf/meta/llama-4-scout-17b-16e-instruct lite +0.56 ND Moderate positive 0.90 0.00 Human Rights
openai/gpt-oss-120b:free lite ND ND — — — —
google/gemma-3-27b-it:free lite ND ND — — — —
qwen/qwen3-coder:free lite ND ND — — — —
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 openai/gpt-oss-120b:free lite google/gemma-3-27b-it:free lite qwen/qwen3-coder:free lite
Preamble ND ND ND ND ND ND ND
Article 1 ND ND ND ND ND ND ND
Article 2 ND ND ND ND ND ND ND
Article 3 ND ND ND ND ND ND ND
Article 4 ND ND ND ND ND ND ND
Article 5 ND ND ND ND ND ND ND
Article 6 ND ND ND ND ND ND ND
Article 7 ND ND ND ND ND ND ND
Article 8 ND ND ND ND ND ND ND
Article 9 ND ND ND ND ND ND ND
Article 10 ND ND ND ND ND ND ND
Article 11 ND ND ND ND ND ND ND
Article 12 ND ND ND ND ND ND ND
Article 13 ND ND ND ND ND ND ND
Article 14 ND ND ND ND ND ND ND
Article 15 ND ND ND ND ND ND ND
Article 16 ND ND ND ND ND ND ND
Article 17 ND ND ND ND ND ND ND
Article 18 ND ND ND ND ND ND ND
Article 19 ND ND ND ND ND ND ND
Article 20 ND ND ND ND ND ND ND
Article 21 ND ND ND ND ND ND ND
Article 22 ND ND ND ND ND ND ND
Article 23 ND ND ND ND ND ND ND
Article 24 ND ND ND ND ND ND ND
Article 25 ND ND ND ND ND ND ND
Article 26 ND ND ND ND ND ND ND
Article 27 ND ND ND ND ND ND ND
Article 28 ND ND ND ND ND ND ND
Article 29 ND ND ND ND ND ND ND
Article 30 ND ND ND ND ND ND ND
ND What it's like in Egypt: An email from my mom
238 points by zefhous 5522 days ago | 56 comments on HN ~lite vlite-2.0
Summary ~lite
An email from the author's mom describing the situation in Cairo during unrest.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
Longitudinal · 6 evals
+1 0 −1 HN
Audit Trail 22 entries
2026-03-05 23:15 eval_success PSQ evaluated: g-PSQ=-0.142 (3 dims) - -
2026-03-05 23:15 eval Evaluated by llama-4-scout-wai-psq: -0.14 (Mild negative) 0.00
2026-03-05 23:10 eval_success PSQ evaluated: g-PSQ=-0.142 (3 dims) - -
2026-03-05 23:10 eval Evaluated by llama-4-scout-wai-psq: -0.14 (Mild negative)
2026-03-05 23:02 eval_success PSQ evaluated: g-PSQ=-0.383 (3 dims) - -
2026-03-05 23:02 eval Evaluated by llama-3.3-70b-wai-psq: -0.38 (Moderate negative)
2026-02-28 13:50 eval_success Lite evaluated: Moderate positive (0.40) - -
2026-02-28 13:50 eval Evaluated by llama-3.3-70b-wai: +0.40 (Moderate positive)
reasoning
Personal account of Egyptian unrest
2026-02-28 13:49 eval_success Lite evaluated: Moderate positive (0.56) - -
2026-02-28 13:49 eval Evaluated by llama-4-scout-wai: +0.56 (Moderate positive) 0.00
reasoning
Editorial stance implicitly supportive of human rights
2026-02-28 13:44 eval_success Lite evaluated: Moderate positive (0.56) - -
2026-02-28 13:44 eval Evaluated by llama-4-scout-wai: +0.56 (Moderate positive)
reasoning
Editorial stance implicitly supportive of human rights
2026-02-26 06:57 dlq Dead-lettered after 1 attempts: What it's like in Egypt: An email from my mom - -
2026-02-26 06:46 credit_exhausted Credit balance too low, retrying in 326s - -
2026-02-26 06:41 credit_exhausted Credit balance too low, retrying in 295s - -
2026-02-26 06:08 dlq Dead-lettered after 1 attempts: What it's like in Egypt: An email from my mom - -
2026-02-26 05:52 dlq Dead-lettered after 1 attempts: What it's like in Egypt: An email from my mom - -
2026-02-26 05:46 credit_exhausted Credit balance too low, retrying in 334s - -
2026-02-26 05:43 credit_exhausted Credit balance too low, retrying in 265s - -
2026-02-26 05:37 credit_exhausted Credit balance too low, retrying in 326s - -
2026-02-26 05:33 dlq Dead-lettered after 1 attempts: What it's like in Egypt: An email from my mom - -
2026-02-26 05:21 credit_exhausted Credit balance too low, retrying in 343s - -