GitHub user CurtHagenlocher added a comment to the discussion: Should execute() 
/executemany() auto-cast parameters to match parameter_schema from prepared 
statement?

I think (1) is the only realistic answer for the spec as a whole, though 
individual drivers might be able to do (2) under some circumstances.

GitHub link: 
https://github.com/apache/arrow-adbc/discussions/3911#discussioncomment-15607372

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