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AprielGuard Unifies AI Safety and Security

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Created January 1, 2026

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https://www.revid.ai/view/aprielguard-unifies-ai-safety-and-security-snwxpZRCvJE7PAhhFUkx

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AprielGuard just unified AI safety and security into one 8B model that actually works.

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This thing detects 16 safety categories plus adversarial attacks simultaneously, something no other

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guardrail does properly. Traditional safety classifiers fail at modern AI systems. They only check

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short texts and miss multi-turn conversations, agentic workflows, and prompt injections

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hidden in 32k token contexts. AprielGuard handles all of it. The model scored

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90 mean F1 across benchmarks, destroying competitors. It catches everything from memory poisoning

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to tool manipulation in agent workflows. Works in 8 languages. Runs in fast mode for production or

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reasoning mode for explainable outputs. ServiceNow trained it on synthetic data covering toxic

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