Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-4-scout-17b-16e-instruct lite +0.40 ND Moderate positive 0.80 0.00 AI Sovereignty
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite +0.60 ND Strong positive 0.90 0.00 AI Transparency and Accountability
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
+0.40 Sovereignty in a System Prompt (pop.rdi.sh)
67 points by 0x5FC3 6 days ago | 40 comments on HN | Moderate positive ~lite vlite-1.4
Summary ~lite AI Sovereignty Critical
Critical examination of India's AI sovereignty push
EQ 0.60
SO 0.70
TD 0.80
Lite evaluation by llama-4-scout-wai · editorial channel only · no per-section breakdown available
Longitudinal · 2 evals
+1 0 −1 HN
Audit Trail 22 entries
2026-02-28 06:32 eval_success Light evaluated: Moderate positive (0.40) - -
2026-02-28 06:32 eval Evaluated by llama-4-scout-wai: +0.40 (Moderate positive)
reasoning
Editorial discussing AI sovereignty with critical stance
2026-02-28 06:32 rater_validation_warn Light validation warnings for model llama-4-scout-wai: 1W 1R - -
2026-02-28 06:21 rater_validation_warn Light validation warnings for model llama-3.3-70b-wai: 0W 1R - -
2026-02-28 06:21 eval_success Light evaluated: Strong positive (0.60) - -
2026-02-28 06:21 eval Evaluated by llama-3.3-70b-wai: +0.60 (Strong positive)
reasoning
Investigative journalism exposing AI transparency abuses
2026-02-26 12:34 dlq Dead-lettered after 1 attempts: Sovereignty in a System Prompt - -
2026-02-26 11:16 dlq Dead-lettered after 1 attempts: Sovereignty in a System Prompt - -
2026-02-26 11:10 dlq Dead-lettered after 1 attempts: Sovereignty in a System Prompt - -
2026-02-26 11:10 dlq Dead-lettered after 1 attempts: Sovereignty in a System Prompt - -
2026-02-26 11:09 dlq Dead-lettered after 1 attempts: Sovereignty in a System Prompt - -
2026-02-26 11:07 dlq Dead-lettered after 1 attempts: Sovereignty in a System Prompt - -
2026-02-26 11:06 credit_exhausted Credit balance too low, retrying in 313s - -
2026-02-26 11:06 dlq Dead-lettered after 1 attempts: Sovereignty in a System Prompt - -
2026-02-26 11:06 credit_exhausted Credit balance too low, retrying in 300s - -
2026-02-26 11:06 dlq Dead-lettered after 1 attempts: Sovereignty in a System Prompt - -
2026-02-26 11:05 dlq Dead-lettered after 1 attempts: Sovereignty in a System Prompt - -
2026-02-26 11:03 dlq Dead-lettered after 1 attempts: Sovereignty in a System Prompt - -
2026-02-26 11:03 dlq Dead-lettered after 1 attempts: Sovereignty in a System Prompt - -
2026-02-26 10:59 credit_exhausted Credit balance too low, retrying in 318s - -
2026-02-26 10:59 credit_exhausted Credit balance too low, retrying in 332s - -
2026-02-26 10:58 credit_exhausted Credit balance too low, retrying in 319s - -