ND Show HN: Complying with California's AB 1043 via signal fusion, not ID uploads (www.a3api.io)
3 points by digital-arcadia 2 days ago | 0 comments on HN ~lite vlite-2.0
Summary ~lite
Compliant age assurance
Lite evaluation by llama-3.3-70b-wai-psq · editorial channel only · no per-section breakdown available
Longitudinal 128 HN snapshots · 5 evals
+1 0 −1 HN
Audit Trail 12 entries
2026-03-08 20:14 eval_success PSQ evaluated: g-PSQ=0.457 (3 dims) - -
2026-03-08 20:14 eval Evaluated by llama-3.3-70b-wai-psq: +0.46 (Moderate positive) 0.00
2026-03-08 20:09 eval_success PSQ evaluated: g-PSQ=0.600 (3 dims) - -
2026-03-08 20:09 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive)
2026-03-08 20:09 eval_success PSQ evaluated: g-PSQ=0.457 (3 dims) - -
2026-03-08 20:09 eval Evaluated by llama-3.3-70b-wai-psq: +0.46 (Moderate positive)
2026-03-08 20:09 eval_success Lite evaluated: Moderate positive (0.40) - -
2026-03-08 20:09 model_divergence Cross-model spread 0.36 exceeds threshold (2 models) - -
2026-03-08 20:09 eval Evaluated by llama-4-scout-wai: +0.40 (Moderate positive)
reasoning
The content discusses age compliance and assurance, specifically mentioning California's AB 1043 and COPPA, indicating a
2026-03-08 20:09 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-03-08 20:09 eval_success Lite evaluated: Neutral (0.04) - -
2026-03-08 20:09 eval Evaluated by llama-3.3-70b-wai: +0.04 (Neutral)
reasoning
Compliance API with neutral rights stance