diff --git a/src/gt4py/next/program_processors/runners/dace/gtir_python_codegen.py b/src/gt4py/next/program_processors/runners/dace/gtir_python_codegen.py
index 763c292836..199783d893 100644
--- a/src/gt4py/next/program_processors/runners/dace/gtir_python_codegen.py
+++ b/src/gt4py/next/program_processors/runners/dace/gtir_python_codegen.py
@@ -66,11 +66,11 @@
     "less_equal": "({} <= {})",
     "greater": "({} > {})",
     "greater_equal": "({} >= {})",
-    "and_": "({} & {})",
-    "or_": "({} | {})",
-    "xor_": "({} ^ {})",
+    "and_": "({} and {})",
+    "or_": "({} or {})",
+    "xor_": "({} != {})",
     "mod": "({} % {})",
-    "not_": "(not {})",  # ~ is not bitwise in numpy
+    "not_": "(not {})",
 }