home / fireborn.mataroa.blog / item 47155548
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 Digital Rights @cf/meta/llama-3.3-70b-instruct-fp8-fast lite 0.00 ND Neutral 0.90 0.00 tech rights
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
Summary ~lite Digital Rights Advocates
The author laments the decline of technically literate users and criticizes the tech industry for promoting a consumerist approach over user empowerment.
Lite evaluation by llama-4-scout-wai · editorial channel only · no per-section breakdown available
Longitudinal
· 4 evals
+1 0 −1 HN
Audit Trail
14 entries all eval pipeline all models deepseek-v3.2 llama-4-scout-wai llama-3.3-70b-wai
newest first
2026-02-28 15:32 rater_validation_fail Parse failure for model deepseek-v3.2: Error: Failed to parse OpenRouter JSON: SyntaxError: Expected ',' or ']' after array element in JSON at position 19747 (line 333 column 305). Extracted text starts with: {
"schema_version": "3.7",
- - 2026-02-28 15:30 eval_success Evaluated: Moderate positive (0.45) - - 2026-02-28 15:30 model_divergence Cross-model spread 0.45 exceeds threshold (3 models) - - 2026-02-28 15:30
eval
Evaluated by deepseek-v3.2 : +0.45 (Moderate positive) 14,504 tokens 2026-02-28 15:30 rater_validation_warn Validation warnings for model deepseek-v3.2: 1W 0R - - 2026-02-28 05:35 eval_success Light evaluated: Moderate positive (0.40) - - 2026-02-28 05:35
eval
Evaluated by llama-4-scout-wai : +0.40 (Moderate positive) 2026-02-28 05:35 rater_validation_warn Light validation warnings for model llama-4-scout-wai: 0W 1R - - 2026-02-28 05:22 eval_success Light evaluated: Neutral (0.00) - - 2026-02-28 05:22
eval
Evaluated by llama-3.3-70b-wai : 0.00 (Neutral) 0.00 2026-02-28 05:22 rater_validation_warn Light validation warnings for model llama-3.3-70b-wai: 0W 1R - - 2026-02-28 05:15 eval_success Light evaluated: Neutral (0.00) - - 2026-02-28 05:15
eval
Evaluated by llama-3.3-70b-wai : 0.00 (Neutral) 2026-02-28 05:15 rater_validation_warn Light validation warnings for model llama-3.3-70b-wai: 0W 1R - -