Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-4-scout-17b-16e-instruct lite ND ND — 0.80 — —
@cf/meta/llama-4-scout-17b-16e-instruct lite +0.20 -0.13 Neutral 0.80 0.26 Child Rights Technology
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite ND ND — 0.73 — —
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite +0.20 +0.20 Mild positive 0.80 0.00 AI child rights
Section @cf/meta/llama-4-scout-17b-16e-instruct lite @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
Preamble ND ND ND ND
Article 1 ND ND ND ND
Article 2 ND ND ND ND
Article 3 ND ND ND ND
Article 4 ND ND ND ND
Article 5 ND ND ND ND
Article 6 ND ND ND ND
Article 7 ND ND ND ND
Article 8 ND ND ND ND
Article 9 ND ND ND ND
Article 10 ND ND ND ND
Article 11 ND ND ND ND
Article 12 ND ND ND ND
Article 13 ND ND ND ND
Article 14 ND ND ND ND
Article 15 ND ND ND ND
Article 16 ND ND ND ND
Article 17 ND ND ND ND
Article 18 ND ND ND ND
Article 19 ND ND ND ND
Article 20 ND ND ND ND
Article 21 ND ND ND ND
Article 22 ND ND ND ND
Article 23 ND ND ND ND
Article 24 ND ND ND ND
Article 25 ND ND ND ND
Article 26 ND ND ND ND
Article 27 ND ND ND ND
Article 28 ND ND ND ND
Article 29 ND ND ND ND
Article 30 ND ND ND ND
ND AI toys for children misread emotions and respond inappropriately (www.bbc.co.uk)
37 points by fredley 3 days ago | 15 comments on HN ~lite vlite-2.0
Summary ~lite
Article discusses AI toys' potential to misread children's emotions, calls for tighter rules.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
Longitudinal 137 HN snapshots · 32 evals
+1 0 −1 HN
Audit Trail 52 entries
2026-03-16 06:21 credit_exhausted Credit balance too low, pausing provider for 30 min - -
2026-03-16 04:47 eval_success PSQ evaluated: g-PSQ=0.440 (3 dims) - -
2026-03-16 04:47 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-16 04:44 eval_success Lite evaluated: Neutral (0.07) - -
2026-03-16 04:44 eval Evaluated by llama-4-scout-wai: +0.07 (Neutral) +0.03
reasoning
BBC News article on AI toys, editorial stance and transparency indicators evaluated
2026-03-14 17:36 eval_success PSQ evaluated: g-PSQ=0.440 (3 dims) - -
2026-03-14 17:36 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-14 17:23 eval_success Lite evaluated: Neutral (0.04) - -
2026-03-14 17:23 eval Evaluated by llama-4-scout-wai: +0.04 (Neutral) 0.00
reasoning
BBC News article on AI toys, editorial stance and transparency indicators evaluated
2026-03-14 00:27 eval_success PSQ evaluated: g-PSQ=0.407 (3 dims) - -
2026-03-14 00:27 eval Evaluated by llama-3.3-70b-wai-psq: +0.41 (Moderate positive)
2026-03-14 00:24 eval_success Lite evaluated: Mild positive (0.20) - -
2026-03-14 00:24 eval Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive)
reasoning
BBC news article on AI toys
2026-03-13 23:30 eval_success PSQ evaluated: g-PSQ=0.440 (3 dims) - -
2026-03-13 23:30 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-13 22:44 eval_success Lite evaluated: Neutral (0.04) - -
2026-03-13 22:44 eval Evaluated by llama-4-scout-wai: +0.04 (Neutral) 0.00
reasoning
BBC News article on AI toys, editorial stance and transparency indicators evaluated
2026-03-13 21:49 eval_success PSQ evaluated: g-PSQ=0.440 (3 dims) - -
2026-03-13 21:49 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-13 21:33 eval_success Lite evaluated: Neutral (0.04) - -
2026-03-13 21:33 eval Evaluated by llama-4-scout-wai: +0.04 (Neutral) 0.00
reasoning
BBC News article on AI toys, editorial stance and transparency indicators evaluated
2026-03-13 20:48 eval_success PSQ evaluated: g-PSQ=0.440 (3 dims) - -
2026-03-13 20:48 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-13 20:06 eval_success Lite evaluated: Neutral (0.04) - -
2026-03-13 20:06 eval Evaluated by llama-4-scout-wai: +0.04 (Neutral) 0.00
reasoning
BBC News article on AI toys, editorial stance and transparency indicators evaluated
2026-03-13 19:21 eval_success PSQ evaluated: g-PSQ=0.440 (3 dims) - -
2026-03-13 19:21 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-13 18:46 eval_success Lite evaluated: Neutral (0.04) - -
2026-03-13 18:46 eval Evaluated by llama-4-scout-wai: +0.04 (Neutral) 0.00
reasoning
BBC News article on AI toys, editorial stance and transparency indicators evaluated
2026-03-13 18:08 eval_success PSQ evaluated: g-PSQ=0.440 (3 dims) - -
2026-03-13 18:08 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-13 17:31 eval_success Lite evaluated: Neutral (0.04) - -
2026-03-13 17:31 eval Evaluated by llama-4-scout-wai: +0.04 (Neutral) 0.00
reasoning
BBC News article on AI toys, editorial stance and transparency indicators evaluated
2026-03-13 16:46 eval_success PSQ evaluated: g-PSQ=0.440 (3 dims) - -
2026-03-13 16:46 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-13 16:03 eval_success Lite evaluated: Neutral (0.04) - -
2026-03-13 16:03 eval Evaluated by llama-4-scout-wai: +0.04 (Neutral) 0.00
reasoning
BBC News article on AI toys, editorial stance and transparency indicators evaluated
2026-03-13 15:36 eval_success PSQ evaluated: g-PSQ=0.440 (3 dims) - -
2026-03-13 15:36 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-13 15:29 eval Evaluated by llama-4-scout-wai: +0.04 (Neutral) 0.00
reasoning
BBC News article on AI toys, editorial stance and transparency indicators evaluated
2026-03-13 14:57 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-13 14:48 eval Evaluated by llama-4-scout-wai: +0.04 (Neutral) 0.00
reasoning
BBC News article on AI toys, editorial stance and transparency indicators evaluated
2026-03-13 14:10 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-13 14:06 eval Evaluated by llama-4-scout-wai: +0.04 (Neutral) 0.00
reasoning
BBC News article on AI toys, editorial stance and transparency indicators evaluated
2026-03-13 13:33 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-13 13:30 eval Evaluated by llama-4-scout-wai: +0.04 (Neutral) 0.00
reasoning
BBC News article on AI toys, editorial stance and transparency indicators evaluated
2026-03-13 12:58 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-13 12:56 eval Evaluated by llama-4-scout-wai: +0.04 (Neutral) 0.00
reasoning
BBC News article on AI toys, editorial stance and transparency indicators evaluated
2026-03-13 12:22 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-13 12:20 eval Evaluated by llama-4-scout-wai: +0.04 (Neutral) 0.00
reasoning
BBC News article on AI toys, editorial stance and transparency indicators evaluated
2026-03-13 11:46 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive)
2026-03-13 11:45 eval Evaluated by llama-4-scout-wai: +0.04 (Neutral)
reasoning
BBC News article on AI toys, editorial stance and transparency indicators evaluated