Update README.md

README.md

@@ -79,13 +79,12 @@ The model can be further integrated into applications such as chatbots, data ana
 This model is not designed for tasks outside text-to-SQL generation. 
 It may not perform well for non-SQL language generation or queries outside the domain of structured data retrieval.
 
-## Bias, Risks, and Limitations
+## Risks, and Limitations
 
 <!-- This section is meant to convey both technical and sociotechnical limitations. -->
 
-- **Bias:** The model's performance is influenced by the quality and diversity of the training data. It may underperform on SQL queries that deviate significantly from the training examples.
 - **Risks:** Inaccurate SQL generation may lead to unexpected query behavior, especially in safety-critical environments.
-- **Limitations:** The model may not generalize to complex SQL tasks that require deep domain knowledge beyond the training data.
+- **Limitations:** The model may struggle with highly complex schemas and queries due to limited training data and inherent model capability constraints, particularly for tasks that require deep, domain-specific knowledge.
 
 ### Recommendations