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?

<p>Common sense reasoning and transfer learning (B)</p> Signup and view all the answers

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

<p>Ethical concerns and model collapse (B)</p> Signup and view all the answers

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

<p>Generative AI using LLMs (D)</p> Signup and view all the answers

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

<p>Machine learning plus deep neural networks and generative AI (D)</p> Signup and view all the answers

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

<p>Pretrained 'foundation models' that can be adapted to various tasks (D)</p> Signup and view all the answers

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

<p>Supervised learning and generative AI (A)</p> Signup and view all the answers

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

<p>OpenAI (D)</p> Signup and view all the answers

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

<p>OpenAI Store with revenue sharing (A)</p> Signup and view all the answers

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

<p>Pricing algorithms used in such models can cause problems (D)</p> Signup and view all the answers

What is deep learning modeled after?

<p>Connectionist AI (C)</p> Signup and view all the answers

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

<p>Deep learning (B)</p> Signup and view all the answers

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

<p>Deep learning models (D)</p> Signup and view all the answers

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

<p>Pattern matching (B)</p> Signup and view all the answers

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

<p>CNNs (Convolutional Neural Networks) (C)</p> Signup and view all the answers

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

<p>Neural network with several layers (A)</p> Signup and view all the answers

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