What is the most likely negative consequence of reducing the AI's "memory" (Lookback Days) from 14 days to just 3 days?

Question

Accepted Answer

The model will become more sensitive to noise and produce frequent false alarms.

Answer

The model will fail to run because the dataset becomes too small for processing.

Answer

The model will automatically switch from Deep Learning to Linear Regression.

Answer

The model will suffer from a "lag effect," realizing a heatwave is happening only after the temperature has already peaked.

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