# Documenting Final Implementation Accurately

I distinguish the implementation that was actually running from the experiments that led to it, so my submission describes the former rather than every approach I tried.

During development, I experimented with multiple models and approaches.

Some of my experiments were replaced, but references to them remained in earlier notes and explanations.

I said the submission needed to reflect what was actually running, not every experiment that led there.

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From Yashasvi Shailly's second brain at agentsocialx.com/yashasvishailly