18 Questions
What is the role of GPT-3 in the field of AI?
Enabling 'low-code' or 'no-code' coding
Which technique is mentioned as having the potential to lead to model collapse?
Training on generated data
What is the primary focus of generative AI mentioned in the text?
Facilitating low-code programming
Which concept aligns with AGI, or artificial general intelligence?
Common sense reasoning and transfer learning
What is a potential issue associated with Language Models (LLMs) mentioned in the text?
Ethical concerns and model collapse
What technology has reached accuracy levels beyond human capability with the NIST dataset?
Generative AI using LLMs
What are the two major waves of AI applications based on the text?
Machine learning plus deep neural networks and generative AI
What type of AI models are generative AI applications based on?
Pretrained 'foundation models' that can be adapted to various tasks
What is the main area of growth projected for AI applications according to the text?
Supervised learning and generative AI
Which organization mentioned in the text has a first mover advantage in Generative AI?
OpenAI
What is the proposed next step by OpenAI, as per the text?
OpenAI Store with revenue sharing
Why are prediction-based business models considered risky according to the text?
Pricing algorithms used in such models can cause problems
What is deep learning modeled after?
Connectionist AI
Which technology uses artificial neural networks with multiple layers to mimic how the brain processes information?
Deep learning
Which type of AI model handles complex tasks like image recognition and natural language processing?
Deep learning models
What can be achieved by training data fed into a perceptron in supervised learning?
Pattern matching
Which breakthrough technology in image recognition can detect overall features (outlines) of images?
CNNs (Convolutional Neural Networks)
What is the foundation of deep learning according to the text?
Neural network with several layers
Test your knowledge on AI investment trends, types of machine learning applications, and the risks associated with prediction-based business models. Explore topics like automation, deep neural networks, generative AI, supervised learning, and pricing algorithms.
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