Artificial intelligence

Part of the School of Computer Science

Topic:Artificial intelligence
Artificial intelligence

History of artificial intelligence
Intelligent Agents
Search techniques
Constraint satisfaction
Knowledge Representation and Reasoning
Logical inference
Reasoning under Uncertainty
Decision Making
Learning and neural networks

Bots

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Artificial intelligence involves intelligence that is created through computers or other means other than humanness. This area is for learning, teaching, and research related to artificial intelligence.

## Discussion questions and essay ideas

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* Can artificial intelligence (AI) be used as a tool for good? List applications scenarios of AI. Discuss ethical aspects that are related to decision making and decision support with AI. Define requirements and constraints of AI application that you could derive from your analysis.
* Identify areas of application where AI that can assist staff members e.g. in health care facilities to get more time for social interaction and support for patients? What happens if AI applications fail and patients get harmed? What level of security must be applied and who is responsible for that. Apply the underlying concept on other topics like autonomous driving, ...)
* Analyse the concept of machine learning and analysis of big data! What is the importance (PRO and CONs) of AI in this context in comparision to other mathematical or computer science methodologies?
* Assume AI is used for pattern recognition in social media data or in general in the context of Commercial Data Harvesting. Provide examples and analyse the possible consequence of false-positive resp. false negative classification of individuals! What would be your response and what would you suggest to improve the considered system?
* How can the human brain or human mind be emulated using computers? Is it desirable to?
* What other ethical issues are involved with artificial intelligence?
* How can artificial intelligence be utilized and created in an ethical way?

## Learning resources

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* Introduction
* Prospects for artificial intelligence
* Supersymmetry/String Theory based Artificial Intelligence
* Lecture aid
* Artificial neural network

### Wikipedia

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#### Cross-domain AI topics

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Fine-tuning (deep learning)
Attention (machine learning)
Backpropagation
Embedding (machine learning)
Fairness (machine learning)
Fine-tuning (deep learning), SFT – supervised fine-tuning
Loss function
Overfitting and Underfitting
Reinforcement learning
Reinforcement learning from human feedback
Supervised learning / Unsupervised learning
Training, validation, and test data sets
Transfer learning

Categories and lists:

Artificial intelligence laboratories
Artificial intelligence companies
Glossary of artificial intelligence

#### Categories

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Artificial intelligence

Artificial neural networks

Neural network architectures
Machine learning

... datasets
Deep learning

... software
Generative AI
Applications of artificial intelligence

Large language models
Natural language processing
Speech recognition
Existential risk from artificial general intelligence
AI projects

#### Pages

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Explainable artificial intelligence
Artificial intelligence
Accelerating change
Quantum computing
Artificial brain
Artificial general intelligence
Mind uploading
Technological singularity
Intelligence explosion
Superintelligence
AI takeover
Existential risk from artificial general intelligence
Friendly artificial intelligence
Computronium
Distributed artificial intelligence
Machine learning
Philosophy of artificial intelligence
Hardware for artificial intelligence
Weak AI
Deep learning
History of artificial intelligence
Synthetic intelligence
Template:Natural language processing (template)
List of datasets for machine-learning research
Fine-tuning (machine learning)
Convolutional neural network
Natural language processing
Transformer (machine learning model)
Prompt engineering
PaLM
GPT-4
Auto-GPT
BLOOM (language model)
Hugging Face
Hallucination (artificial intelligence)
AI safety
AI alignment
Existential risk from artificial general intelligence
Template:Existential risk from artificial intelligence (template)
Ethics of artificial intelligence
Generative artificial intelligence
Artificial general intelligence
Artificial intelligence art
Music and artificial intelligence
Generative pre-trained transformer
Regulation of artificial intelligence
Wikipedia:Large language models (policy)
Language model
LLaMA

### External

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* Google Just Put an A.I. Brain in a Robot (Research Breakthrough) (video)

## See also

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* Robotics Projects
* Introduction to Robotics
* Arduino Robot
* Automation
* History of artificial intelligence
* Anthropomorphic Robotics Project
* Large language models
* Robot car
* Automatic Control and Robotics
* Open-source domestic robots
* Portal:Artificial intelligence
* Artificial intelligence eschewal policy

## External links

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Course on Elements of AI
Discuss artificial intelligence on Reddit
https://tldr.tech/api/latest/ai
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