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TrustScale Argus

TrustScale Argus is a real-time AI hallucination detection and correction platform that verifies ChatGPT, Gemini, Claude, Copilot, and Grok outputs against empirical evidence before content is published or relied upon. Launched on August 4-5, 2026 by TrustScale (a 20+ year AI data and assurance company covering 200+ languages), Argus uses deterministic verification rather than an 'AI-checking-AI' approach: it flags unsupported claims, presents evidence that supports or contradicts each claim, and suggests evidence-based corrections, reportedly up to 135x faster than manual research and improving output accuracy by up to 98.5%. Available in 12 languages for enterprises (installable in private or public data environments alongside any AI model, with TrustScore ratings) and as a free research-preview Chrome extension for individuals, Argus is aimed at organizations using generative AI in research, content creation, agentic automation, and decision-making where factual errors create operational and financial risk. It is ideal for teams that need an independent assurance layer between LLM outputs and production workflows.

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