The best first step towards building a complex end-to-end system is to build a basic end-to-end system -- not to build a submodule of what you think the complex system should look like
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I wonder how to describe this mechanism more formally - i.e. the process by which information is used to iterate on the system.
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Solving for a goal that is reduction of a need signal, or solving for an ideal policy by generating output to approach the ideal policy, requires modeling to find the solution by isolating, grouping, labeling, correlating the contributing context and responses.
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