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The hype around OpenAI’s ChatGPT has highlighted the potential of artificial intelligence, while also raising questions about the quality and control of AI systems. Fraunhofer IAIS will be showcasing various assessment tools at the Hannover Messe 2023 that can be used to systematically examine AI systems for weaknesses throughout their life cycle and safeguard against AI risks. These tools are especially important for sensitive fields of application such as medical diagnostics, HR management, finance, and safety-critical areas, where AI systems must deliver reliable results.