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Meta says strengthened systems, deployed new LLMs to prevent, detect CSAM

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Meta says strengthened systems, deployed new LLMs to prevent, detect CSAM

Home / Technology / Tech News / Meta says strengthened systems, deployed new LLMs to prevent, detect CSAM

Meta says a dedicated language model, AI sweeps and a red-teaming agent will help detect harmful ads, identify gaps in its defences and stop banned users returning

Meta deployed new AI agents and a dedicated large language model to catch child sexual abuse material in ads, weeks after Indian authorities summoned company executives over harmful off-platform links. (Photo: Reuters)

Aashish Aryan New Delhi 3 min read Last Updated : Oct 07 2026 | 10:29 PM IST

Social media giant Meta on Wednesday said it has improved its child sexual abuse material (CSAM) detection systems to improve the “efficacy” of its systems in preventing such content from being posted across its platforms.

The company listed a series of improvements, such as deploying a new large language model (LLM) to flag advertising content that may look relatively harmless but shows indicators of redirecting users to illegal and harmful content off Meta’s platforms.

In a blog post, Meta said that while it continued to detect, investigate and remove CSAM from its platforms, bad actors had resorted to newer methods, such as using advertisements to redirect people to other third-party platforms.

“Once we understood the design of this malicious advertising scheme, we didn’t stop at the ones reported to us. We widened our investigation to find related activity across our platforms, disabled the violating accounts behind it, and blocked the off-platform links involved,” the company said in a blog post.


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