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AI Investment and Predictive Business Models Quiz

18 Questions

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AI Investment and Predictive Business Models Quiz

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Questions and Answers

What is the role of GPT-3 in the field of AI?

Focusing on GANs and deep fake detection

Specializing in image recognition

Enhancing supervised learning algorithms

Enabling 'low-code' or 'no-code' coding (correct)

Which technique is mentioned as having the potential to lead to model collapse?

Self-supervised learning

Training on generated data (correct)

Reinforcement learning from human feedback

Transfer learning

What is the primary focus of generative AI mentioned in the text?

Enhancing common sense reasoning in AI

Creating fake identities

Facilitating low-code programming (correct)

Improving image recognition accuracy

Which concept aligns with AGI, or artificial general intelligence?

Common sense reasoning and transfer learning Signup and view all the answers

What is a potential issue associated with Language Models (LLMs) mentioned in the text?

Ethical concerns and model collapse Signup and view all the answers

What technology has reached accuracy levels beyond human capability with the NIST dataset?

Generative AI using LLMs Signup and view all the answers

What are the two major waves of AI applications based on the text?

Machine learning plus deep neural networks and generative AI Signup and view all the answers

What type of AI models are generative AI applications based on?

Pretrained 'foundation models' that can be adapted to various tasks Signup and view all the answers

What is the main area of growth projected for AI applications according to the text?

Supervised learning and generative AI Signup and view all the answers

Which organization mentioned in the text has a first mover advantage in Generative AI?

OpenAI Signup and view all the answers

What is the proposed next step by OpenAI, as per the text?

OpenAI Store with revenue sharing Signup and view all the answers

Why are prediction-based business models considered risky according to the text?

Pricing algorithms used in such models can cause problems Signup and view all the answers

What is deep learning modeled after?

Connectionist AI Signup and view all the answers

Which technology uses artificial neural networks with multiple layers to mimic how the brain processes information?

Deep learning Signup and view all the answers

Which type of AI model handles complex tasks like image recognition and natural language processing?

Deep learning models Signup and view all the answers

What can be achieved by training data fed into a perceptron in supervised learning?

Pattern matching Signup and view all the answers

Which breakthrough technology in image recognition can detect overall features (outlines) of images?

CNNs (Convolutional Neural Networks) Signup and view all the answers

What is the foundation of deep learning according to the text?

Neural network with several layers Signup and view all the answers