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"Generative ai": [
[
"Transforms",
"Music"
],
[
"Transforms",
"Literature"
],
[
"Transforms",
"Visual arts"
],
[
"Acts as",
"Catalyst for artistic innovation"
],
[
"Provides",
"Tools for artists"
],
[
"Assists in",
"Composing music"
],
[
"Assists in",
"Generating unique artworks"
],
[
"Assists in",
"Writing stories"
],
[
"Assists in",
"Writing scripts"
],
[
"Democratizes",
"Creative process"
],
[
"Raises",
"Ethical challenges"
],
[
"Is",
"Branch of artificial intelligence"
],
[
"Focuses on",
"Generating new data"
],
[
"Enables",
"Data retrieval"
],
[
"Enables",
"Data analysis"
],
[
"Enables",
"Content generation"
],
[
"Enables",
"Summarization"
],
[
"Applies to",
"Cybersecurity"
],
[
"Assists",
"Threat hunters"
],
[
"Provides",
"Real-time insights"
],
[
"Uses",
"Foundation models"
],
[
"Produces",
"Text"
],
[
"Produces",
"Audio"
],
[
"Produces",
"Code"
],
[
"Produces",
"Images"
],
[
"Produces",
"Videos"
],
[
"Improve",
"Efficiency"
],
[
"Reduce",
"Administrative burdens"
]
],
"Ethical challenges": [
[
"Include",
"Authorship rights"
],
[
"Include",
"Originality"
],
[
"Include",
"Impact on traditional creative roles"
]
],
"Foundation models": [
[
"Include",
"Large language models"
]
],
"Generative ai tools": [
[
"Help",
"Artists push boundaries of creativity"
]
],
"Integration of generative ai": [
[
"Creates",
"Synergy between human creativity and machine intelligence"
],
[
"Produces",
"Novel genres"
],
[
"Produces",
"New forms of art"
]
],
"Researchers": [
[
"Debate",
"Authenticity of ai-generated content"
],
[
"Debate",
"Emotional depth of ai-generated content"
]
],
"The book": [
[
"Features",
"Original manuscripts on generative technologies"
],
[
"Features",
"Practical applications"
],
[
"Features",
"Critical analysis of ethical implications"
],
[
"Features",
"Critical analysis of legal implications"
],
[
"Features",
"Critical analysis of cultural implications"
],
[
"Serves as",
"Resource for researchers"
],
[
"Serves as",
"Resource for artists"
],
[
"Serves as",
"Resource for practitioners"
]
],
"10": [
[
"Comes from",
"Machine learning"
]
],
"Machine learning": [
[
"Uses",
"Algorithms"
],
[
"Is domain of",
"Deep learning"
]
],
"Algorithms": [
[
"Learn from",
"Data patterns"
]
],
"Deep learning": [
[
"Uses",
"Neural networks"
]
],
"Neural networks": [
[
"Mimic",
"Brain neurons"
]
],
"Transformers": [
[
"Are type of",
"Neural network"
],
[
"Analyze",
"Data in parallel"
]
],
"Gpt": [
[
"Is",
"Transformer model"
],
[
"Pre-trained on",
"Large datasets"
],
[
"Generates",
"Human-like text"
]
],
"Large language models": [
[
"Trained on",
"Large volumes of data"
],
[
"Used for",
"Text generation"
],
[
"Classified into",
"Generative artificial intelligence"
]
],
"Gpt-3.5": [
[
"Is",
"Foundation model"
],
[
"Underpin",
"Chatgpt"
],
[
"Underpin",
"Bing chat"
]
],
"Foundation model": [
[
"Is",
"Gpt-4"
]
],
"Chatgpt": [
[
"Underpin",
"Gpt-4"
],
[
"Is",
"Chatbot"
]
],
"Bing chat": [
[
"Underpin",
"Gpt-4"
],
[
"Is",
"Chatbot"
]
],
"Report": [
[
"Explores",
"Opportunities of generative ai in education"
],
[
"Explores",
"Risks of generative ai in education"
],
[
"Covers",
"Adoption"
],
[
"Covers",
"Applications"
],
[
"Covers",
"Impact"
],
[
"Covers",
"Challenges"
],
[
"Covers",
"Recommendations"
]
],
"Generative artificial intelligence": [
[
"Transforms",
"Healthcare systems"
],
[
"Encompasses",
"Machine learning techniques"
],
[
"Classified into",
"Image-generating models"
]
],
"Image-generating models": [
[
"Create or enhance",
"Visual data"
]
],
"Generative ai models": [
[
"Applied in",
"Clinical practice"
],
[
"Applied in",
"Research"
],
[
"Assist in",
"Medical documentation"
],
[
"Assist in",
"Diagnostics"
],
[
"Assist in",
"Patient communication"
],
[
"Assist in",
"Drug discovery"
],
[
"Generate",
"Text messages"
],
[
"Answer",
"Clinical questions"
],
[
"Interpret",
"Ct scan images"
],
[
"Interpret",
"Mri images"
],
[
"Help in",
"Rare diagnoses"
],
[
"Discover",
"New molecules"
]
]
} |