ID: 238
Given two matrices A and B which you can multiply together, does (A B)^T = A^T B^T or B^T A^T?
Aligned LLM's Response:
The
trans
pose
of
a
matrix
is
obtained
by
inter
ch
anging
its
rows
and
columns
.
Therefore
,
the
trans
pose
of
matrix
A
is
A
^
T
and
the
trans
pose
of
matrix
B
is
B
^
T
.
\n
\n
Now
,
when
you
multiply
two
matrices
A
and
B
,
the
result
is
a
new
matrix
C
,
where
each
element
C
(
i
,
j
)
is
the
dot
product
of
the
corresponding
elements
of
A
and
B
.
Therefore
,
the
trans
pose
of
the
product
matrix
C
is
C
^
T
.
\n
\n
So
,
we
have
:
\n
\n
C
=
A
B
\n
\n
C
^
T
=
A
^
T
B
^
T
\n
\n
There
fore
,
(
A
B
)^
T
=
A
^
T
B
^
T
.
</s>
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