diff --git a/thrust/scan.h b/thrust/scan.h
index 668db7247..9b3814223 100644
--- a/thrust/scan.h
+++ b/thrust/scan.h
@@ -44,12 +44,16 @@ THRUST_NAMESPACE_BEGIN
  *  This version of \p inclusive_scan assumes plus as the associative operator.  
  *  When the input and output sequences are the same, the scan is performed 
  *  in-place.
- 
+ *
  *  \p inclusive_scan is similar to \c std::partial_sum in the STL.  The primary
  *  difference between the two functions is that \c std::partial_sum guarantees
  *  a serial summation order, while \p inclusive_scan requires associativity of 
  *  the binary operation to parallelize the prefix sum.
  *
+ *  Results are not deterministic for pseudo-associative operators (e.g.,
+ *  addition of floating-point types). Results for pseudo-associative
+ *  operators may vary from run to run.
+ *
  *  The algorithm's execution is parallelized as determined by \p exec.
  *    
  *  \param exec The execution policy to use for parallelization.
@@ -106,12 +110,16 @@ __host__ __device__
  *  This version of \p inclusive_scan assumes plus as the associative operator.  
  *  When the input and output sequences are the same, the scan is performed 
  *  in-place.
- 
+ *
  *  \p inclusive_scan is similar to \c std::partial_sum in the STL.  The primary
  *  difference between the two functions is that \c std::partial_sum guarantees
  *  a serial summation order, while \p inclusive_scan requires associativity of 
  *  the binary operation to parallelize the prefix sum.
- *    
+ *
+ *  Results are not deterministic for pseudo-associative operators (e.g.,
+ *  addition of floating-point types). Results for pseudo-associative
+ *  operators may vary from run to run.
+ *
  *  \param first The beginning of the input sequence.
  *  \param last The end of the input sequence.
  *  \param result The beginning of the output sequence.
@@ -154,12 +162,16 @@ template<typename InputIterator,
  *  term 'inclusive' means that each result includes the corresponding
  *  input operand in the partial sum.  When the input and output sequences 
  *  are the same, the scan is performed in-place.
- *    
+ *
  *  \p inclusive_scan is similar to \c std::partial_sum in the STL.  The primary
  *  difference between the two functions is that \c std::partial_sum guarantees
  *  a serial summation order, while \p inclusive_scan requires associativity of 
  *  the binary operation to parallelize the prefix sum.
  *
+ *  Results are not deterministic for pseudo-associative operators (e.g.,
+ *  addition of floating-point types). Results for pseudo-associative
+ *  operators may vary from run to run.
+ *
  *  The algorithm's execution is parallelized as determined by \p exec.
  *
  *  \param exec The execution policy to use for parallelization.
@@ -220,6 +232,10 @@ __host__ __device__
  *  a serial summation order, while \p inclusive_scan requires associativity of 
  *  the binary operation to parallelize the prefix sum.
  *
+ *  Results are not deterministic for pseudo-associative operators (e.g.,
+ *  addition of floating-point types). Results for pseudo-associative
+ *  operators may vary from run to run.
+ *
  *  \param first The beginning of the input sequence.
  *  \param last The end of the input sequence.
  *  \param result The beginning of the output sequence.
@@ -271,6 +287,10 @@ template<typename InputIterator,
  *  associative operator and \c 0 as the initial value.  When the input and 
  *  output sequences are the same, the scan is performed in-place.
  *
+ *  Results are not deterministic for pseudo-associative operators (e.g.,
+ *  addition of floating-point types). Results for pseudo-associative
+ *  operators may vary from run to run.
+ *
  *  The algorithm's execution is parallelized as determined by \p exec.
  *    
  *  \param exec The execution policy to use for parallelization.
@@ -326,7 +346,11 @@ __host__ __device__
  *  and so on. This version of \p exclusive_scan assumes plus as the 
  *  associative operator and \c 0 as the initial value.  When the input and 
  *  output sequences are the same, the scan is performed in-place.
- *    
+ *
+ *  Results are not deterministic for pseudo-associative operators (e.g.,
+ *  addition of floating-point types). Results for pseudo-associative
+ *  operators may vary from run to run.
+ *
  *  \param first The beginning of the input sequence.
  *  \param last The end of the input sequence.
  *  \param result The beginning of the output sequence.
@@ -373,6 +397,10 @@ template<typename InputIterator,
  *  operator but requires an initial value \p init.  When the input and 
  *  output sequences are the same, the scan is performed in-place.
  *
+ *  Results are not deterministic for pseudo-associative operators (e.g.,
+ *  addition of floating-point types). Results for pseudo-associative
+ *  operators may vary from run to run.
+ *
  *  The algorithm's execution is parallelized as determined by \p exec.
  *
  *  \param exec The execution policy to use for parallelization.
@@ -430,6 +458,10 @@ __host__ __device__
  *  operator but requires an initial value \p init.  When the input and 
  *  output sequences are the same, the scan is performed in-place.
  *
+ *  Results are not deterministic for pseudo-associative operators (e.g.,
+ *  addition of floating-point types). Results for pseudo-associative
+ *  operators may vary from run to run.
+ *
  *  \param first The beginning of the input sequence.
  *  \param last The end of the input sequence.
  *  \param result The beginning of the output sequence.
@@ -478,6 +510,10 @@ template<typename InputIterator,
  *  operator and an initial value \p init.  When the input and output
  *  sequences are the same, the scan is performed in-place.
  *
+ *  Results are not deterministic for pseudo-associative operators (e.g.,
+ *  addition of floating-point types). Results for pseudo-associative
+ *  operators may vary from run to run.
+ *
  *  The algorithm's execution is parallelized as determined by \p exec.
  *    
  *  \param exec The execution policy to use for parallelization.
@@ -545,7 +581,11 @@ __host__ __device__
  *  and so on. This version of the function requires both an associative 
  *  operator and an initial value \p init.  When the input and output
  *  sequences are the same, the scan is performed in-place.
- *    
+ *
+ *  Results are not deterministic for pseudo-associative operators (e.g.,
+ *  addition of floating-point types). Results for pseudo-associative
+ *  operators may vary from run to run.
+ *
  *  \param first The beginning of the input sequence.
  *  \param last The end of the input sequence.
  *  \param result The beginning of the output sequence.
@@ -618,6 +658,10 @@ template<typename InputIterator,
  *  operator used to perform the prefix sum. When the input and output sequences
  *  are the same, the scan is performed in-place.
  *
+ *  Results are not deterministic for pseudo-associative operators (e.g.,
+ *  addition of floating-point types). Results for pseudo-associative
+ *  operators may vary from run to run.
+ *
  *  The algorithm's execution is parallelized as determined by \p exec.
  *
  *  \param exec The execution policy to use for parallelization.
@@ -687,6 +731,10 @@ __host__ __device__
  *  operator used to perform the prefix sum. When the input and output sequences
  *  are the same, the scan is performed in-place.
  *
+ *  Results are not deterministic for pseudo-associative operators (e.g.,
+ *  addition of floating-point types). Results for pseudo-associative
+ *  operators may vary from run to run.
+ *
  *  \param first1 The beginning of the key sequence.
  *  \param last1 The end of the key sequence.
  *  \param first2 The beginning of the input value sequence.
@@ -746,6 +794,10 @@ template<typename InputIterator1,
  *  operator used to perform the prefix sum. When the input and output sequences
  *  are the same, the scan is performed in-place.
  *
+ *  Results are not deterministic for pseudo-associative operators (e.g.,
+ *  addition of floating-point types). Results for pseudo-associative
+ *  operators may vary from run to run.
+ *
  *  The algorithm's execution is parallelized as determined by \p exec. 
  *
  *  \param exec The execution policy to use for parallelization.
@@ -822,6 +874,10 @@ __host__ __device__
  *  operator used to perform the prefix sum. When the input and output sequences
  *  are the same, the scan is performed in-place.
  *
+ *  Results are not deterministic for pseudo-associative operators (e.g.,
+ *  addition of floating-point types). Results for pseudo-associative
+ *  operators may vary from run to run.
+ *
  *  \param first1 The beginning of the key sequence.
  *  \param last1 The end of the key sequence.
  *  \param first2 The beginning of the input value sequence.
@@ -888,6 +944,10 @@ template<typename InputIterator1,
  *  \c binary_op to perform the prefix sum. When the input and output sequences
  *  are the same, the scan is performed in-place.
  *
+ *  Results are not deterministic for pseudo-associative operators (e.g.,
+ *  addition of floating-point types). Results for pseudo-associative
+ *  operators may vary from run to run.
+ *
  *  The algorithm's execution is parallelized as determined by \p exec.
  *
  *  \param exec The execution policy to use for parallelization.
@@ -967,6 +1027,10 @@ __host__ __device__
  *  belong to the same segment if <tt>binary_pred(*i, *(i+1))</tt> is true, and belong to 
  *  different segments otherwise.
  *
+ *  Results are not deterministic for pseudo-associative operators (e.g.,
+ *  addition of floating-point types). Results for pseudo-associative
+ *  operators may vary from run to run.
+ *
  *  This version of \p inclusive_scan_by_key uses the associative operator 
  *  \c binary_op to perform the prefix sum. When the input and output sequences
  *  are the same, the scan is performed in-place.
@@ -1042,6 +1106,10 @@ template<typename InputIterator1,
  *  belong to the same segment if <tt>*i == *(i+1)</tt>, and belong to 
  *  different segments otherwise.
  *
+ *  Results are not deterministic for pseudo-associative operators (e.g.,
+ *  addition of floating-point types). Results for pseudo-associative
+ *  operators may vary from run to run.
+ *
  *  Refer to the most general form of \p exclusive_scan_by_key for additional details.
  *
  *  The algorithm's execution is parallelized as determined by \p exec.
@@ -1101,6 +1169,10 @@ __host__ __device__
  *  belong to the same segment if <tt>*i == *(i+1)</tt>, and belong to 
  *  different segments otherwise.
  *
+ *  Results are not deterministic for pseudo-associative operators (e.g.,
+ *  addition of floating-point types). Results for pseudo-associative
+ *  operators may vary from run to run.
+ *
  *  Refer to the most general form of \p exclusive_scan_by_key for additional details.
  *
  *  \param first1 The beginning of the key sequence.
@@ -1146,6 +1218,10 @@ template<typename InputIterator1,
  *  This version of \p exclusive_scan_by_key uses the value \c init to
  *  initialize the exclusive scan operation.
  *
+ *  Results are not deterministic for pseudo-associative operators (e.g.,
+ *  addition of floating-point types). Results for pseudo-associative
+ *  operators may vary from run to run.
+ *
  *  The algorithm's execution is parallelized as determined by \p exec.
  *
  *  \param exec The execution policy to use for parallelization.
@@ -1206,6 +1282,10 @@ __host__ __device__
  *  This version of \p exclusive_scan_by_key uses the value \c init to
  *  initialize the exclusive scan operation.
  *
+ *  Results are not deterministic for pseudo-associative operators (e.g.,
+ *  addition of floating-point types). Results for pseudo-associative
+ *  operators may vary from run to run.
+ *
  *  \param first1 The beginning of the key sequence.
  *  \param last1 The end of the key sequence.
  *  \param first2 The beginning of the input value sequence.
@@ -1262,6 +1342,10 @@ template<typename InputIterator1,
  *  <tt>i+1</tt> in the range <tt>[first1, last1)</tt> belong to the same segment if
  *  <tt>binary_pred(*i, *(i+1))</tt> is true, and belong to different segments otherwise.
  *
+ *  Results are not deterministic for pseudo-associative operators (e.g.,
+ *  addition of floating-point types). Results for pseudo-associative
+ *  operators may vary from run to run.
+ *
  *  The algorithm's execution is parallelized as determined by \p exec.
  *
  *  \param exec The execution policy to use for parallelization.
@@ -1332,6 +1416,10 @@ __host__ __device__
  *  <tt>i+1</tt> in the range <tt>[first1, last1)</tt> belong to the same segment if
  *  <tt>binary_pred(*i, *(i+1))</tt> is true, and belong to different segments otherwise.
  *
+ *  Results are not deterministic for pseudo-associative operators (e.g.,
+ *  addition of floating-point types). Results for pseudo-associative
+ *  operators may vary from run to run.
+ *
  *  \param first1 The beginning of the key sequence.
  *  \param last1 The end of the key sequence.
  *  \param first2 The beginning of the input value sequence.
@@ -1397,6 +1485,10 @@ template<typename InputIterator1,
  *  \c binary_op to perform the prefix sum. When the input and output sequences
  *  are the same, the scan is performed in-place.
  *
+ *  Results are not deterministic for pseudo-associative operators (e.g.,
+ *  addition of floating-point types). Results for pseudo-associative
+ *  operators may vary from run to run.
+ *
  *  The algorithm's execution is parallelized as determined by \p exec.
  *
  *  \param exec The execution policy to use for parallelization.
@@ -1487,6 +1579,10 @@ __host__ __device__
  *  \c binary_op to perform the prefix sum. When the input and output sequences
  *  are the same, the scan is performed in-place.
  *
+ *  Results are not deterministic for pseudo-associative operators (e.g.,
+ *  addition of floating-point types). Results for pseudo-associative
+ *  operators may vary from run to run.
+ *
  *  \param first1 The beginning of the key sequence.
  *  \param last1 The end of the key sequence.
  *  \param first2 The beginning of the input value sequence.