Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-4-scout-17b-16e-instruct lite +0.10 -0.60 Mild negative 0.80 0.65 Consumer Protection
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite +0.20 -0.60 Mild negative 0.80 0.69 Data Privacy
@cf/meta/llama-4-scout-17b-16e-instruct lite ND ND — 0.40 — —
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite ND ND — 0.80 — —
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-4-scout-17b-16e-instruct lite @cf/meta/llama-3.3-70b-instruct-fp8-fast 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
+0.10 What Vizio was doing behind the TV screen (www.ftc.gov)
888 points by Deinos 3325 days ago | 333 comments on HN | Mild negative ~lite vlite-1.6
Summary ~lite Consumer Protection Acknowledges
FTC blog post about Vizio's data collection practices
EQ 0.60
SO 0.50
TD 0.40
Lite evaluation by llama-4-scout-wai · editorial channel only · no per-section breakdown available
Longitudinal · 6 evals
+1 0 −1 HN
Audit Trail 13 entries
2026-03-07 22:15 eval_success Lite evaluated: Mild negative (-0.18) - -
2026-03-07 22:15 eval Evaluated by llama-4-scout-wai: -0.18 (Mild negative)
reasoning
The content discusses Vizio's actions and their implications, but does not explicitly mention human rights. It appears t
2026-03-07 22:15 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-03-07 22:08 eval_success Lite evaluated: Mild negative (-0.12) - -
2026-03-07 22:08 eval Evaluated by llama-3.3-70b-wai: -0.12 (Mild negative)
reasoning
FTC blog post on Vizio data collection
2026-03-06 03:38 eval_success PSQ evaluated: g-PSQ=-0.240 (3 dims) - -
2026-03-06 03:38 eval Evaluated by llama-4-scout-wai-psq: -0.24 (Mild negative) 0.00
2026-03-06 03:35 eval_success PSQ evaluated: g-PSQ=0.290 (3 dims) - -
2026-03-06 03:35 eval Evaluated by llama-3.3-70b-wai-psq: +0.29 (Mild positive) 0.00
2026-03-06 03:33 eval_success PSQ evaluated: g-PSQ=-0.240 (3 dims) - -
2026-03-06 03:33 eval Evaluated by llama-4-scout-wai-psq: -0.24 (Mild negative)
2026-03-06 03:30 eval_success PSQ evaluated: g-PSQ=0.290 (3 dims) - -
2026-03-06 03:30 eval Evaluated by llama-3.3-70b-wai-psq: +0.29 (Mild positive)