Query Huge Inputs as a Code Variable, Not a Prompt (Recursive Language Models)

Keeps over-window corpora out of the root context so input tokens stay tiny and don't rot; net win only at large scale, since it trades cheaper input for more (pricier) output tokens Advanced 3 min read

Instead of pasting a giant corpus into the context window, load it as a variable in a code sandbox and let the model write code to chunk it and fire cheap recursive LM calls over the pieces โ€” so the root model orchestrates the answer without ever ingesting the full text.

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