Generative AI Practice Tests [2026]

Are you preparing for a Generative AI interview, certification exam, company assessment, or looking to validate your GenAI knowledge in a structured way?Most learners spend hours watching videos and reading articles but never truly test their understanding. This industry-aligned Generative AI practice test carefully designed by Chandan Harthi, AI Product Leader and Founder CEO of Neuralcog AI, which help you assess your knowledge, identify gaps, and build confidence before facing real-world interviews, certifications, and technical assessments.The questions are inspired by concepts commonly evaluated by leading technology companies like Google, Meta, Microsoft, Amazon, Apple, Netflix, Nvidia, Tesla, SpaceX, Open AI, Anthropic, IBM, Oracle and other enterprise AI teams, cloud providers, and professional certification programs. Each question includes detailed explanations to help you understand not only the correct answer but also why the other options are incorrect.Topics Covered:Generative AI FundamentalsLLMs, Tokens EmbeddingsTransformers Attention MechanismsVector Databases Semantic SearchRetrieval-Augmented Generation (RAG)Fine-Tuning ConceptsModel Evaluation Performance MetricsMultimodal AIResponsible AI GovernanceEnterprise GenAI Use CasesThis practice test is ideal for students, professionals, product managers, developers, architects, consultants, and certification aspirants looking to strengthen their Generative AI knowledge.New to Generative AI? Start with Neuralcog AI's Generative AI for Absolute Beginners [2026] course to build a strong foundation along with these assessments.Test your knowledge, uncover gaps, and gain the confidence needed to succeed in the rapidly growing world of Generative AI.