diff --git a/src/ImageSharp/Common/Helpers/TensorPrimitives_.Add.cs b/src/ImageSharp/Common/Helpers/TensorPrimitives_.Add.cs
index f2ef214cf..19f46c06f 100644
--- a/src/ImageSharp/Common/Helpers/TensorPrimitives_.Add.cs
+++ b/src/ImageSharp/Common/Helpers/TensorPrimitives_.Add.cs
@@ -16,6 +16,11 @@ internal static partial class TensorPrimitives_
     /// <param name="x">The first addends.</param>
     /// <param name="y">The second addends.</param>
     /// <param name="destination">The destination for the sums.</param>
+    /// <exception cref="ArgumentException"><paramref name="x"/> and <paramref name="y"/> do not have the same length.</exception>
+    /// <exception cref="ArgumentException"><paramref name="destination"/> is shorter than the input spans.</exception>
+    /// <exception cref="ArgumentException">
+    /// An input and <paramref name="destination"/> overlap without beginning at the same memory location.
+    /// </exception>
     [MethodImpl(MethodImplOptions.AggressiveInlining)]
     public static void Add<T>(ReadOnlySpan<T> x, ReadOnlySpan<T> y, Span<T> destination)
         where T : IAdditionOperators<T, T, T>, IAdditiveIdentity<T, T>
@@ -28,6 +33,10 @@ internal static partial class TensorPrimitives_
     /// <param name="x">The first addends.</param>
     /// <param name="y">The scalar second addend.</param>
     /// <param name="destination">The destination for the sums.</param>
+    /// <exception cref="ArgumentException"><paramref name="destination"/> is shorter than <paramref name="x"/>.</exception>
+    /// <exception cref="ArgumentException">
+    /// <paramref name="x"/> and <paramref name="destination"/> overlap without beginning at the same memory location.
+    /// </exception>
     [MethodImpl(MethodImplOptions.AggressiveInlining)]
     public static void Add<T>(ReadOnlySpan<T> x, T y, Span<T> destination)
         where T : IAdditionOperators<T, T, T>, IAdditiveIdentity<T, T>
diff --git a/src/ImageSharp/Common/Helpers/TensorPrimitives_.Clamp.cs b/src/ImageSharp/Common/Helpers/TensorPrimitives_.Clamp.cs
index e2cc9097e..b974163dc 100644
--- a/src/ImageSharp/Common/Helpers/TensorPrimitives_.Clamp.cs
+++ b/src/ImageSharp/Common/Helpers/TensorPrimitives_.Clamp.cs
@@ -18,6 +18,10 @@ internal static partial class TensorPrimitives_
     /// <param name="min">The inclusive lower bound.</param>
     /// <param name="max">The inclusive upper bound.</param>
     /// <param name="destination">The destination for the clamped values.</param>
+    /// <exception cref="ArgumentException"><paramref name="destination"/> is shorter than <paramref name="x"/>.</exception>
+    /// <exception cref="ArgumentException">
+    /// <paramref name="x"/> and <paramref name="destination"/> overlap without beginning at the same memory location.
+    /// </exception>
     [MethodImpl(MethodImplOptions.AggressiveInlining)]
     public static void Clamp<T>(ReadOnlySpan<T> x, T min, T max, Span<T> destination)
         where T : INumber<T>
diff --git a/src/ImageSharp/Common/Helpers/TensorPrimitives_.Divide.cs b/src/ImageSharp/Common/Helpers/TensorPrimitives_.Divide.cs
index e40a26cea..f4a5bd01a 100644
--- a/src/ImageSharp/Common/Helpers/TensorPrimitives_.Divide.cs
+++ b/src/ImageSharp/Common/Helpers/TensorPrimitives_.Divide.cs
@@ -16,6 +16,10 @@ internal static partial class TensorPrimitives_
     /// <param name="x">The dividend values.</param>
     /// <param name="y">The divisor.</param>
     /// <param name="destination">The destination for the quotient values.</param>
+    /// <exception cref="ArgumentException"><paramref name="destination"/> is shorter than <paramref name="x"/>.</exception>
+    /// <exception cref="ArgumentException">
+    /// <paramref name="x"/> and <paramref name="destination"/> overlap without beginning at the same memory location.
+    /// </exception>
     [MethodImpl(MethodImplOptions.AggressiveInlining)]
     public static void Divide<T>(ReadOnlySpan<T> x, T y, Span<T> destination)
         where T : IDivisionOperators<T, T, T>
diff --git a/src/ImageSharp/Common/Helpers/TensorPrimitives_.Helpers.cs b/src/ImageSharp/Common/Helpers/TensorPrimitives_.Helpers.cs
index 3ba1b61af..e80ca5411 100644
--- a/src/ImageSharp/Common/Helpers/TensorPrimitives_.Helpers.cs
+++ b/src/ImageSharp/Common/Helpers/TensorPrimitives_.Helpers.cs
@@ -1,6 +1,7 @@
 // Copyright (c) Six Labors.
 // Licensed under the Six Labors Split License.
 
+using System.Diagnostics.CodeAnalysis;
 using System.Numerics;
 using System.Runtime.CompilerServices;
 using System.Runtime.InteropServices;
@@ -109,6 +110,47 @@ internal static partial class TensorPrimitives_
         public static abstract Vector512<T> Invoke(Vector512<T> x, Vector512<T> y, Vector512<T> z);
     }
 
+    /// <summary>
+    /// Validates that an input and destination are either disjoint or begin at the same memory location.
+    /// </summary>
+    /// <typeparam name="T">The element type.</typeparam>
+    /// <param name="input">The input values.</param>
+    /// <param name="destination">The destination values.</param>
+    [MethodImpl(MethodImplOptions.AggressiveInlining)]
+    private static void ValidateInputOutputSpanNonOverlapping<T>(ReadOnlySpan<T> input, Span<T> destination)
+    {
+        // Runtime TensorPrimitives permits exact same-start overlap for in-place operation. A shifted overlap is
+        // rejected because forward SIMD stores could overwrite input elements before a later load consumes them.
+        if (!Unsafe.AreSame(ref MemoryMarshal.GetReference(input), ref MemoryMarshal.GetReference(destination))
+            && input.Overlaps(destination))
+        {
+            ThrowInputAndDestinationSpanMustNotOverlap();
+        }
+    }
+
+    /// <summary>
+    /// Throws when input spans do not have the same length.
+    /// </summary>
+    [DoesNotReturn]
+    private static void ThrowSpansMustHaveSameLength()
+        => throw new ArgumentException("Input span arguments must all have the same length.");
+
+    /// <summary>
+    /// Throws when the destination cannot hold every result.
+    /// </summary>
+    [DoesNotReturn]
+    private static void ThrowDestinationTooShort()
+        => throw new ArgumentException("Destination is too short.", "destination");
+
+    /// <summary>
+    /// Throws when an input and destination overlap without beginning at the same memory location.
+    /// </summary>
+    [DoesNotReturn]
+    private static void ThrowInputAndDestinationSpanMustNotOverlap()
+        => throw new ArgumentException(
+            "The destination span may only overlap with an input span if the two spans start at the same memory location.",
+            "destination");
+
     /// <summary>
     /// Performs an element-wise binary operation between two spans.
     /// </summary>
@@ -124,6 +166,19 @@ internal static partial class TensorPrimitives_
         Span<T> destination)
         where TOperator : struct, IBinaryOperator<T>
     {
+        if (x.Length != y.Length)
+        {
+            ThrowSpansMustHaveSameLength();
+        }
+
+        if (x.Length > destination.Length)
+        {
+            ThrowDestinationTooShort();
+        }
+
+        ValidateInputOutputSpanNonOverlapping(x, destination);
+        ValidateInputOutputSpanNonOverlapping(y, destination);
+
         ref T xRef = ref MemoryMarshal.GetReference(x);
         ref T yRef = ref MemoryMarshal.GetReference(y);
         ref T destinationRef = ref MemoryMarshal.GetReference(destination);
@@ -173,6 +228,13 @@ internal static partial class TensorPrimitives_
         Span<T> destination)
         where TOperator : struct, IBinaryOperator<T>
     {
+        if (x.Length > destination.Length)
+        {
+            ThrowDestinationTooShort();
+        }
+
+        ValidateInputOutputSpanNonOverlapping(x, destination);
+
         ref T xRef = ref MemoryMarshal.GetReference(x);
         ref T destinationRef = ref MemoryMarshal.GetReference(destination);
         nuint length = (uint)x.Length;
@@ -220,6 +282,13 @@ internal static partial class TensorPrimitives_
         Span<T> destination)
         where TOperator : struct, IBinaryOperator<T>
     {
+        if (x.Length > destination.Length)
+        {
+            ThrowDestinationTooShort();
+        }
+
+        ValidateInputOutputSpanNonOverlapping(x, destination);
+
         ref T xRef = ref MemoryMarshal.GetReference(x);
         ref T destinationRef = ref MemoryMarshal.GetReference(destination);
         nuint length = (uint)x.Length;
@@ -282,6 +351,13 @@ internal static partial class TensorPrimitives_
         Span<T> destination)
         where TOperator : struct, ITernaryOperator<T>
     {
+        if (x.Length > destination.Length)
+        {
+            ThrowDestinationTooShort();
+        }
+
+        ValidateInputOutputSpanNonOverlapping(x, destination);
+
         ref T xRef = ref MemoryMarshal.GetReference(x);
         ref T destinationRef = ref MemoryMarshal.GetReference(destination);
         nuint length = (uint)x.Length;
diff --git a/src/ImageSharp/Common/Helpers/TensorPrimitives_.Max.cs b/src/ImageSharp/Common/Helpers/TensorPrimitives_.Max.cs
index 31312dddf..fc621a122 100644
--- a/src/ImageSharp/Common/Helpers/TensorPrimitives_.Max.cs
+++ b/src/ImageSharp/Common/Helpers/TensorPrimitives_.Max.cs
@@ -16,6 +16,10 @@ internal static partial class TensorPrimitives_
     /// <param name="x">The values to compare.</param>
     /// <param name="y">The value to compare with each element.</param>
     /// <param name="destination">The destination for the maximum values.</param>
+    /// <exception cref="ArgumentException"><paramref name="destination"/> is shorter than <paramref name="x"/>.</exception>
+    /// <exception cref="ArgumentException">
+    /// <paramref name="x"/> and <paramref name="destination"/> overlap without beginning at the same memory location.
+    /// </exception>
     [MethodImpl(MethodImplOptions.AggressiveInlining)]
     public static void Max<T>(ReadOnlySpan<T> x, T y, Span<T> destination)
         where T : INumber<T>
diff --git a/src/ImageSharp/Common/Helpers/TensorPrimitives_.Multiply.cs b/src/ImageSharp/Common/Helpers/TensorPrimitives_.Multiply.cs
index deb1e922e..367a7ab0b 100644
--- a/src/ImageSharp/Common/Helpers/TensorPrimitives_.Multiply.cs
+++ b/src/ImageSharp/Common/Helpers/TensorPrimitives_.Multiply.cs
@@ -16,6 +16,10 @@ internal static partial class TensorPrimitives_
     /// <param name="x">The multiplicands.</param>
     /// <param name="y">The multiplier.</param>
     /// <param name="destination">The destination for the products.</param>
+    /// <exception cref="ArgumentException"><paramref name="destination"/> is shorter than <paramref name="x"/>.</exception>
+    /// <exception cref="ArgumentException">
+    /// <paramref name="x"/> and <paramref name="destination"/> overlap without beginning at the same memory location.
+    /// </exception>
     [MethodImpl(MethodImplOptions.AggressiveInlining)]
     public static void Multiply<T>(ReadOnlySpan<T> x, T y, Span<T> destination)
         where T : IMultiplyOperators<T, T, T>, IMultiplicativeIdentity<T, T>
diff --git a/src/ImageSharp/Common/Helpers/TensorPrimitives_.Negate.cs b/src/ImageSharp/Common/Helpers/TensorPrimitives_.Negate.cs
index 99dc80184..05f93ac66 100644
--- a/src/ImageSharp/Common/Helpers/TensorPrimitives_.Negate.cs
+++ b/src/ImageSharp/Common/Helpers/TensorPrimitives_.Negate.cs
@@ -56,6 +56,10 @@ internal static partial class TensorPrimitives_
     /// <typeparam name="T">The element type.</typeparam>
     /// <param name="x">The values to negate.</param>
     /// <param name="destination">The destination for the negated values.</param>
+    /// <exception cref="ArgumentException"><paramref name="destination"/> is shorter than <paramref name="x"/>.</exception>
+    /// <exception cref="ArgumentException">
+    /// <paramref name="x"/> and <paramref name="destination"/> overlap without beginning at the same memory location.
+    /// </exception>
     [MethodImpl(MethodImplOptions.AggressiveInlining)]
     public static void Negate<T>(ReadOnlySpan<T> x, Span<T> destination)
         where T : IUnaryNegationOperators<T, T>
@@ -72,6 +76,13 @@ internal static partial class TensorPrimitives_
     private static void InvokeSpanIntoSpan<T, TOperator>(ReadOnlySpan<T> x, Span<T> destination)
         where TOperator : struct, IUnaryOperator<T>
     {
+        if (x.Length > destination.Length)
+        {
+            ThrowDestinationTooShort();
+        }
+
+        ValidateInputOutputSpanNonOverlapping(x, destination);
+
         ref T xRef = ref MemoryMarshal.GetReference(x);
         ref T destinationRef = ref MemoryMarshal.GetReference(destination);
         nuint length = (uint)x.Length;
diff --git a/tests/ImageSharp.Tests/Common/TensorPrimitivesTests.cs b/tests/ImageSharp.Tests/Common/TensorPrimitivesTests.cs
index 5ce5401f8..b2f4dfe76 100644
--- a/tests/ImageSharp.Tests/Common/TensorPrimitivesTests.cs
+++ b/tests/ImageSharp.Tests/Common/TensorPrimitivesTests.cs
@@ -51,6 +51,88 @@ public class TensorPrimitivesTests
                 | HwIntrinsics.DisableArm64Sve
                 | HwIntrinsics.DisableHWIntrinsic);
 
+    /// <summary>
+    /// Verifies that span-to-span operations require equal input lengths before accessing either input.
+    /// </summary>
+    [Fact]
+    public void AddSpanSpanRejectsMismatchedInputLengths()
+    {
+        ArgumentException exception = Assert.Throws<ArgumentException>(
+            () => TensorPrimitives_.Add<int>(new int[4], new int[3], new int[4]));
+
+        Assert.Null(exception.ParamName);
+    }
+
+    /// <summary>
+    /// Verifies that every operation rejects a destination that cannot hold all input elements.
+    /// </summary>
+    [Fact]
+    public void OperationsRejectShortDestinations()
+    {
+        int[] integers = new int[4];
+        float[] singles = new float[4];
+
+        Assert.Equal("destination", Assert.Throws<ArgumentException>(() => TensorPrimitives_.Add<int>(integers, integers, new int[3])).ParamName);
+        Assert.Equal("destination", Assert.Throws<ArgumentException>(() => TensorPrimitives_.Add<int>(integers, 1, new int[3])).ParamName);
+        Assert.Equal("destination", Assert.Throws<ArgumentException>(() => TensorPrimitives_.Multiply<float>(singles, 2F, new float[3])).ParamName);
+        Assert.Equal("destination", Assert.Throws<ArgumentException>(() => TensorPrimitives_.Divide<float>(singles, 2F, new float[3])).ParamName);
+        Assert.Equal("destination", Assert.Throws<ArgumentException>(() => TensorPrimitives_.Max<float>(singles, 2F, new float[3])).ParamName);
+        Assert.Equal("destination", Assert.Throws<ArgumentException>(() => TensorPrimitives_.Clamp<float>(singles, 0F, 1F, new float[3])).ParamName);
+        Assert.Equal("destination", Assert.Throws<ArgumentException>(() => TensorPrimitives_.Negate<float>(singles, new float[3])).ParamName);
+    }
+
+    /// <summary>
+    /// Verifies that every operation rejects shifted input and destination overlap.
+    /// </summary>
+    [Fact]
+    public void OperationsRejectShiftedOverlap()
+    {
+        int[] integers = new int[5];
+        int[] separateIntegers = new int[4];
+        float[] singles = new float[5];
+
+        // Both inputs need independent validation because either one may alias a shifted destination.
+        Assert.Equal(
+            "destination",
+            Assert.Throws<ArgumentException>(
+                () => TensorPrimitives_.Add<int>(integers.AsSpan(0, 4), separateIntegers, integers.AsSpan(1, 4))).ParamName);
+
+        Assert.Equal(
+            "destination",
+            Assert.Throws<ArgumentException>(
+                () => TensorPrimitives_.Add<int>(separateIntegers, integers.AsSpan(0, 4), integers.AsSpan(1, 4))).ParamName);
+
+        Assert.Equal(
+            "destination",
+            Assert.Throws<ArgumentException>(
+                () => TensorPrimitives_.Add<int>(integers.AsSpan(0, 4), 1, integers.AsSpan(1, 4))).ParamName);
+
+        Assert.Equal(
+            "destination",
+            Assert.Throws<ArgumentException>(
+                () => TensorPrimitives_.Multiply<float>(singles.AsSpan(0, 4), 2F, singles.AsSpan(1, 4))).ParamName);
+
+        Assert.Equal(
+            "destination",
+            Assert.Throws<ArgumentException>(
+                () => TensorPrimitives_.Divide<float>(singles.AsSpan(0, 4), 2F, singles.AsSpan(1, 4))).ParamName);
+
+        Assert.Equal(
+            "destination",
+            Assert.Throws<ArgumentException>(
+                () => TensorPrimitives_.Max<float>(singles.AsSpan(0, 4), 2F, singles.AsSpan(1, 4))).ParamName);
+
+        Assert.Equal(
+            "destination",
+            Assert.Throws<ArgumentException>(
+                () => TensorPrimitives_.Clamp<float>(singles.AsSpan(0, 4), 0F, 1F, singles.AsSpan(1, 4))).ParamName);
+
+        Assert.Equal(
+            "destination",
+            Assert.Throws<ArgumentException>(
+                () => TensorPrimitives_.Negate<float>(singles.AsSpan(0, 4), singles.AsSpan(1, 4))).ParamName);
+    }
+
     /// <summary>
     /// Runs the TensorPrimitives compatibility assertions inside a process configured for one hardware-intrinsic tier.
     /// </summary>