Part 12/13:
Choosing and Updating Models: The Dynamic Nature of AI
For organizations selecting AI models:
Align objectives with model choice (e.g., for summarization, opt for Llama 2; for code, Codex).
Consider infrastructure costs—whether cloud-based solutions are available or open-source options are more suitable.
When better models emerge, managing model lifecycle and version control becomes crucial—ensuring backward compatibility and continuous improvement.