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What impact does bias have in Al training data?
What impact does bias have in Al training data?A . It ensures faster processing of data by the model.B . It can lead to unfair or incorrect outcomes.C . It simplifies the algorithm's complexity.D . It enhances the model's performance uniformly across tasks.View AnswerAnswer: B Explanation: Definition of Bias: Bias...
What is the purpose of the explainer loops in the context of Al models?
What is the purpose of the explainer loops in the context of Al models?A . They are used to increase the complexity of the Al models.B . They are used to provide insights into the model's reasoning, allowing users and developers to understand why a model makes certain predictions or...
What is one of the objectives of Al in the context of digital transformation?
What is one of the objectives of Al in the context of digital transformation? A. To become essential to the success of the digital economy B. To reduce the need for Internet connectivity C. To replace all human tasks with automation D. To eliminate the need for data privacyView AnswerAnswer:...
What is the significance of parameters in Large Language Models (LLMs)?
What is the significance of parameters in Large Language Models (LLMs)? A. Parameters are used to parse image, audio, and video data in LLMs. B. Parameters are used to decrease the size of the LLMs. C. Parameters are used to increase the size of the LLMs. D. Parameters are statistical...
What are the three broad steps in the lifecycle of Al for Large Language Models?
What are the three broad steps in the lifecycle of Al for Large Language Models?A . Training, Customization, and InferencingB . Preprocessing, Training, and PostprocessingC . Initialization, Training, and DeploymentD . Data Collection, Model Building, and EvaluationView AnswerAnswer: A Explanation: Training: The initial phase where the model learns from a...
What is the primary purpose of fine-tuning in the lifecycle of a Large Language Model (LLM)?
What is the primary purpose of fine-tuning in the lifecycle of a Large Language Model (LLM)?A . To randomize all the statistical weights of the neural networkB . To customize the model for a specific task by feeding it task-specific contentC . To feed the model a large volume of...
What is one of the positive stereotypes people have about Al?
What is one of the positive stereotypes people have about Al?A . Al is unbiased.B . Al is suitable only in manufacturing sectors.C . Al can leave humans behind.D . Al can help businesses complete tasks around the clock 24/7.View AnswerAnswer: D Explanation: 24/7 Availability: AI systems can operate continuously...
Why is diversity important in Al training data?
Why is diversity important in Al training data? A. To make Al models cheaper to develop B. To reduce the storage requirements for data C. To ensure the model can generalize across different scenarios D. To increase the model's speed of computationView AnswerAnswer: C Explanation: Diversity in AI training data...
What is P-Tuning in LLM?
What is P-Tuning in LLM?A . Adjusting prompts to shape the model's output without altering its core structureB . Preventing a model from generating malicious contentC . Personalizing the training of a model to produce biased outputsD . Punishing the model for generating incorrect answersView AnswerAnswer: A Explanation: Definition of...
What is Artificial Narrow Intelligence (ANI)?
What is Artificial Narrow Intelligence (ANI)? A. Al systems that can perform any task autonomously B. Al systems that can process beyond human capabilities C. Al systems that can think and make decisions like humans D. Al systems that can perform a specific task autonomouslyView AnswerAnswer: D Explanation: Artificial Narrow...
