From Failure Taxonomy to Intervention: A Diagnostic Methodology for Industry-Scale AVLM in Video and Live-Streaming Platform Moderation

arXiv:2606.30059 · cs.LG · Submitted 2026-06-29 · Read on arXiv

cs.LG

Submitted: 2026-06-29

Updated: 2026-10-19

Terminology

• Benchmark — 2× in this paper · explained in 2 episodes
• Adaptation — 1× in this paper · explained in 1 episode
• Failure Taxonomy — 1× in this paper · explained in 3 episodes
• Foundation Model — 1× in this paper · explained in 3 episodes
• Trace — 1× in this paper · explained in 2 episodes

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