The concept of a company-specific heat response function is the single most important idea in this piece. However, the real constraint is rarely the modeling technique but the granularity of the underlying data.

I would be curious to hear your view on whether the next step for this research is less about better algorithms and more about standardized disclosure. Without the data foundation, even the most sophisticated model is working with a thin signal.