Decision Making — Flashcards

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Decision-making is the process of choosing the best course of action from a set of options to achieve a desired outcome. It happens in daily life and in AI systems.

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Good decision-making combines logic, intuition, and experience. It improves over time as a person learns from past choices and results.

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Machines, especially AI-powered ones, make decisions using algorithms and data. They receive information, process it, select the best option, and produce an output.

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The main steps are Data Input, Algorithms, Processing, Decision, and Output. Data enters the system, algorithms guide analysis, processing finds patterns, a decision is selected, and the output is the…

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AI decision-making refers to AI systems autonomously or semi-autonomously selecting and executing actions based on data analysis and learned knowledge.

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AI decision accuracy depends heavily on the quality and completeness of training data. If data is poor, incomplete, or biased, the decision can also become poor or biased.

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Three major factors influence machine decisions: the accuracy and completeness of data, the design of the algorithm, and the goals programmed into the system.

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The three degrees are Fully Manual Decision Making, Semi-Automated Decision Making, and Fully Automated Decision Making. They are based on how much human involvement is present.