# sympy__sympy-12419 # Loki Mode Multi-Agent Patch # Attempts: 1 Based on the architect's analysis and the existing patches, I can see the issue. The simpler approach (second patch) just returns `KroneckerDelta(i, j)` directly, which will handle both symbolic and numeric cases correctly because `KroneckerDelta` itself evaluates to 1 or 0 for concrete equal/unequal indices. However, the first approach is more explicit about handling concrete cases for efficiency. The architect's analysis suggests checking `Eq(i, j)` for literal True/False cases. Let me generate the proper patch based on the architect's recommendation: --- a/sympy/matrices/expressions/matexpr.py +++ b/sympy/matrices/expressions/matexpr.py @@ -1,6 +1,7 @@ from __future__ import print_function, division from functools import wraps +from sympy.functions.special.tensor_functions import KroneckerDelta from sympy.core import S, Symbol, Tuple, Integer, Basic, Expr from sympy.core.decorators import call_highest_priority @@ -278,10 +279,11 @@ class Identity(MatrixExpr): return self.rows def _entry(self, i, j): - if i == j: - return S.One - else: - return S.Zero + eq = Eq(i, j) + if eq is S.true: + return S.One + elif eq is S.false: + return S.Zero + return KroneckerDelta(i, j) def _eval_transpose(self): return self