How to Understand ML Papers Quickly

[Curator's note: there are numerous other technical challenges  addressed with alternative prescriptions throughout the paper. These highlights are narrative-centric, and I invite you to review the paper if you are a keen technologist looking for answers to the following:- Zero- and Few-Shot Learning - Response Generation- Arith... See more

The tricky thing is that most of these skills are catch-22s. How do you know to search for when you don’t know what you’re supposed to learn? How do you decompose a problem into steps when you don’t understand a problem? How do you know what the best guide is for each step when you don’t know how that step works?

Both the OODA loop and PDCA (Plan, Do, Check, Act) cycle can be applied as frameworks for AI agents to go through retrospection phases or steps while performing tasks. The choice between the two depends on the specific context and the desired outcome of the retrospection process. Let's examine both frameworks in this context:

OODA loop:

Observe: The ... See more