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CSPAI practice questions - frequently asked questions

Plain answers about how CSPAI Exam Prep works: the exam, the questions, pricing, the free trial, and what you actually get.

No - and you should be wary of any site claiming otherwise. Every question here is original, written to mirror the style, difficulty, and judgment the real CSPAI exam tests. Each one comes with a plain-language explanation of why the right answer is right and the others aren't.

The CSPAI exam spans 7 domains: Evolution and Concepts of AI (10% of the exam); Concept behind Developing GenAI & Training of LLM Models (29% of the exam); LLM Usage within Applications (10% of the exam); LLM Vulnerabilities and Exploits (12% of the exam); AI Risk Management & ISO Standards for Cybersecurity for AI (9% of the exam); Advanced AI Model Architectures, Agentic AI Protocols & Security (18% of the exam); Edge AI, Distributed Security & Future of GenAI (12% of the exam). Every practice question on this site is tagged to one of these domains.

The domains are not weighted equally on the exam. By share of the marks: Concept behind Developing GenAI & Training of LLM Models 29%; Advanced AI Model Architectures, Agentic AI Protocols & Security 18%; LLM Vulnerabilities and Exploits 12%; Edge AI, Distributed Security & Future of GenAI 12%; Evolution and Concepts of AI 10%; LLM Usage within Applications 10%; AI Risk Management & ISO Standards for Cybersecurity for AI 9%.

The CSPAI exam has 50 questions and is completed in 1 hour. Our timed practice mirrors that length and pacing, so exam day feels familiar.

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