Why it matters

Working memory enables multi-step reasoning. Scratchpad pattern common.

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The architecture

Track task state, subgoals, tool results.

Update per step.

Include in reasoning prompt.

Working memoryTask stategoal, subgoalsTool resultsrecent outputsIncludein promptScratchpad pattern; ReAct, Reflexion use working memory explicitly
Working memory.
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How it works end to end

Scratchpad pattern.

ReAct includes.

Update per step.