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Explore ML Automoderation System for LLM-Augmented Online Platforms | Andrei Shcherbinin | Conf42 LLMs 2026 with 3,054 views, 0 likes, and 0 comments. Experience the impact of this video content that has captured audience attention.

Read the abstract ➤ https://www.conf42.com/Large_Language_Models_LLMs_2026_Andrei_Shcherbinin_moderation_safety_platforms Other sessions at this event ➤ https://www.conf42.com/llms2026 Apply to speak ➤ https://cfp.ninja/?q=conf42&status=open Join Discord ➤ https://discord.gg/yQneDJdJGV Chapters 00:00 Intro and Goal 02:07 Why Moderation Changed 03:47 Dating Safety Stakes 05:20 Imbalance and Risk 06:53 Policy as Specification 08:32 System Pipeline Overview 10:12 Data Alignment Layer 11:39 Deduplication Pitfalls 13:06 LLM Prelabeling Loop 15:48 Gray Zones and Context 17:23 Hybrid Moderation Stack 20:05 Decisioning and Thresholds 22:52 Evaluation and Monitoring 25:28 Drift and Adversaries 26:54 Impact Metrics Caution 28:23 Key Takeaways and Outro

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