What are the three main phases in how Claude generates text?	Tokenization, the prediction phase, and the sampling phase.
What happens during the prediction phase of text generation?	Claude determines all possible next words and assigns a probability to each option.
What is the role of the sampling phase in text generation?	A token is actually chosen based on the probabilities assigned during the prediction phase.
What is the temperature parameter, and what is its typical range?	It is a decimal value between zero and one used to influence the distribution of probabilities during model calls.
What type of output is produced when the temperature is set close to zero?	Deterministic output, where the model always selects the token with the highest initial probability.
How does increasing the temperature affect the model's output?	It increases the chances of selecting tokens with lower initial probabilities, leading to more creative or random output.
For what type of task should a low temperature be used?	Tasks requiring minimal randomness or high determinism, such as data extraction.
When should a high temperature be used?	For creative tasks such as brainstorming, writing, or generating jokes.
What is the default temperature setting when accessing Claude through Bedrock?	The default temperature is set to one (1.0).
Where is the temperature parameter passed when making a model call via the Bedrock API?	It is passed within the `inference config` dictionary.
