Update 7c-OOD-detection-energy.md

episodes/7c-OOD-detection-energy.md

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 The exponential relationship ensures that even small differences in energy values translate to significant changes in probability. 
 
 If your stakeholders or downstream tasks require interpretable confidence scores, a Gibbs-based probability might make the thresholding process more understandable and adaptable. However, the raw energy scores can be more sensitive to OOD data since they do not compress their values between 0 and 1.
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 ### 3. Why energy works better than softmax
 
 Softmax probabilities are computed as:  
@@ -527,4 +528,4 @@ The energy-based approach for out-of-distribution (OOD) detection has several st
 - While energy-based methods excel in many scenarios, challenges include tuning thresholds across diverse OOD classes and ensuring generalizability to unseen distributions.
 - Transitioning to energy-based detection lays the groundwork for exploring training-time regularization and hybrid approaches.
 
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