AI-Focused Technological Invention

An AI-Focused Technological Invention is a technological invention of an artificial intelligence technology.

• Context:
  • It can range from Narrow AI Inventions focused on specific tasks to Artificial General Intelligence Inventions with broad capabilities.
  • It can raise important AI Ethics considerations regarding issues like Privacy, Bias, Transparency, Accountability, Safety, etc.
  • It can contribute to the development of AI Applications and AI-Enabled Products and Services.
  • It can be influenced by AI Research Invements, (AI Research, AI Investment).
  • ...
• Example(s):
  • Machine Learning Inventions (of ML technologies), such as:
    • Artificial Neural Network Invention (of artificial neural networks).
    • Backpropagation Invention (of backpropagation algorithms).
    • Deep Learning Invention (of deep learning neural networks).
    • Reinforcement Learning Invention (of reinforcement learning algorithms).
  • Natural Language Processing Inventions (of NLP technologies), such as:
    • Speech Recognition Invention (of speech recognition technology).
    • Machine Translation Invention (of machine translation systems).
    • Named Entity Recognition Invention (of named entity recognition algorithms).
    • Sentiment Analysis Invention (of sentiment analysis techniques).
    • Large Language Model Invention (of large language models like GPT-3).
  • Computer Vision Inventions (of CV technologies), such as:
    • Convolutional Neural Network Invention (of convolutional neural networks for image recognition).
    • Object Detection Invention (of object detection algorithms like YOLO or Faster R-CNN).
    • Image Segmentation Invention (of image segmentation techniques like Mask R-CNN).
    • Generative Adversarial Network Invention (of generative adversarial networks for image generation).
  • Robotics and Embodied AI Inventions (of robotics and embodied AI technologies), such as:
    • Robotic Process Automation Invention (of robotic process automation for automating digital tasks).
    • Autonomous Vehicle Inventions (of self-driving cars and autonomous drones).
    • Robotic Grasping Inventions (of robotic grasping and manipulation algorithms).
    • Simultaneous Localization and Mapping Inventions (of simultaneous localization and mapping for robot navigation).
  • Expert System and Knowledge Representation Inventions (of expert system and knowledge representation technologies), such as:
    • Expert System Invention (of expert systems with knowledge bases).
    • Knowledge Graph Invention (of knowledge graphs for structured knowledge representation).
    • Ontology Engineering Invention (of ontology engineering methodologies for domain modeling).
    • Semantic Web Inventions (of semantic web standards like RDF and OWL).
  • ...
• Counter-Example(s):
  • Non-AI Software Inventions, such as Operating System Inventions or Database Management System Inventions.
  • AI-Assisted Human Inventions where AI is used as a tool by human inventors.
• See: Artificial Intelligence, AI Research, AI Ethics, Technological Unemployment, Artificial General Intelligence, Superintelligence.

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