EMA Is Not All You Need: Mapping the Boundary Between Structure and Content in Recurrent Context

Create a lightweight library for 'EMA-based' recurrent context probing in sequence models. This enables developers to determine when complex attention is actually needed versus simple temporal averages.

Suggested repo: ema-probe

"Measure the complexity gap between simple temporal averages and full attention."

Estimated effort: 25h