Read the following paragraphs from the section “Emphasizing Self-Learning Over Speed."

Question

The UCI algorithm relies on what's called a "neural network." The network is a set of algorithms designed to recognize patterns by mimicking how the human brain processes information. The algorithm also relies on machine learning methods. These methods allow AI machines to learn by identifying patterns and using calculations with little help from humans.

OpenAI's researchers had to prepare Dactyl for success in solving the Rubik's Cube. They didn't specifically program the machine to solve the puzzle. Instead, the robot was trained using virtual simulations before it was presented with challenges in the physical world. This tested its ability to learn.

How is the central idea developed in these two paragraphs?

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2 points
They show why it is almost impossible to create a "general-purpose" robot.
They show that the Rubik's Cube is complicated even for the most skilled human to solve.
They highlight two different AI systems that focus on speed over self-learning.
They highlight two different approaches to creating AI systems that can solve a Rubik's Cube.

Answer 1

The central idea is developed through the exploration of two different approaches to creating AI systems that can solve a Rubik's Cube. The first paragraph describes the UCI algorithm and its reliance on a neural network and machine learning methods, emphasizing the pattern recognition and learning capabilities of AI. The second paragraph discusses how OpenAI's Dactyl was trained through simulations rather than direct programming, showcasing a different method of preparing AI for real-world challenges. Therefore, the correct answer is:

They highlight two different approaches to creating AI systems that can solve a Rubik's Cube.