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Whitepaper
The Dark Symphony: Unveiling the Threat of AI-Generated Harmful Music
Since March 2024, threat actors promoting hate, terror, and misinformation are fast adopting AI music models to accelerate their content creation. These new tools enable offenders to create content rapidly at a great scale. This ActiveFence Insights Report shares how this trend is manifesting and offers actionable insights about how threat actors:
- Discuss the possibilities provided by this new technology
- Share TTPs to evade AI model safeguards
- Use AI music to drive their agenda and radicalize their listeners
Jun 4, 2024

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Overview
What’s New from Alice
Distilling LLMs into Efficient Transformers for Real-World AI
webinar
Sep 25, 2025
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 min read
This technical webinar explores how we distilled the world knowledge of a large language model into a compact, high-performing transformer—balancing safety, latency, and scale. Learn how we combine LLM-based annotations and weight distillation to power real-world AI safety.
Red-Team Lab
