Exploring Artificial Intelligence (AI), a field dedicated to creating machines with human-like cognitive functions such as learning, reasoning, and problem-solving. The text delves into AI's evolution, from its mid-20th-century origins to its current applications in various industries. It also discusses the societal and economic influences of AI, the challenges in reasoning and knowledge representation, and the ongoing quest for Artificial General Intelligence (AGI).
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1
AI Intelligent Behavior Exhibits
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2
Machine Learning Focus
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3
Natural Language Processing (NLP) Role
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4
AI's foundational work was contributed by ______ in the mid-20th century.
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5
The formal beginning of AI is marked by the year ______.
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6
Periods of reduced interest and investment in AI are referred to as '______'.
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7
The resurgence of AI in the 21st century is largely due to advancements in ______ and ______.
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8
AI now plays a crucial role in various domains, including ______, ______, and ______.
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9
AI Impact on Labor Markets
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10
AI in Healthcare Delivery
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11
AI Ethical Implications
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AI poses ethical challenges in bias, privacy, and decision-making, requiring robust ethical guidelines.
12
AI research involves various techniques like machine learning algorithms, ______, and ______, among others.
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probabilistic models optimization strategies
13
AI research is not limited to computer science; it also incorporates insights from ______, ______, and ______.
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psychology cognitive science philosophy
14
AI advancements are driven by the desire to mimic human-like functions such as ______, ______, and ______.
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reasoning learning perception
15
In AI, ______ and ______ are used to represent and process knowledge, which is crucial for intelligent behavior.
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knowledge representation planning
16
Early AI research focus
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Replicating human-like reasoning and problem-solving algorithmically.
17
Combinatorial explosion issue
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Complex problems cause exponential growth in solutions, hindering early AI.
18
Knowledge representation in AI
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Structuring info for AI use, encoding objects, properties, relationships, causality.
19
AI entities are programmed to sense their surroundings and strive to meet ______ ______.
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predefined objectives
20
In planning and decision-making, AI agents often deal with ______ about their environment or the results of their choices.
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uncertainties
21
To handle uncertainties, these systems use ______ ______ processes and apply ______ ______ principles.
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22
______ ______ is a fundamental aspect of AI that allows machines to improve with ______.
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23
AI systems utilize ______, ______, and ______ learning to advance their capabilities.
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24
The introduction of ______ ______, involving intricate neural networks, has been crucial for AI advancements.
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25
Purpose of NLP in AI
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26
Challenges for early NLP systems
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27
AI perception technologies
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28
Although AI has excelled in specific areas, the creation of ______ is still a significant challenge that motivates researchers worldwide.
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29
Achieving ______ could fundamentally change our interaction with technology and lead to major breakthroughs in different sectors.
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