A giant linear electro‐optic (EO) effect and high transparency in ferroelectric potassium tantalate niobate [(
K
T
normala
1
−
x
N
normalb
x
normalO
3
), KTN] crystal is achieved via a thermally controlled domain engineering method. It involves a two‐step thermal annealing process: 1) a rapid cooling process that forms polar nano‐regions (PNRs), i.e., a cooling rate of
1
.
67
°
C
normals
−
1
from
T
normalc
+
58
°
C
to
T
normalc
+
8
°
C
where
T
normalc
is the Curie temperature; and 2) a slow cooling process that facilitates abnormal domain growth (AGG) i.e., a cooling rate of
0
.
0115
°
C
s
−
1
from
T
normalc
+
8
°
C
to
T
normalc
−
15
°
C
. Since PNR can have a faceted boundary and high anisotropy, it can promote AGG within single crystals to realize solid‐state domain conversion macroscopically from a multi‐domain to single‐domain crystal within a slow cooling process. The resultant KTN crystal offers high transparency that is equivalent to its paraelectric phase; and a linear EO coefficient (
γ
51
) as large as
γ
51
≈
51200
p
m
normalV
−
1
, which is five times the value of conventional KTN crystals with similar composition. This giant linear EO coefficient represents a major technical advance in EO materials and significantly reduces the driving voltage, power, and footprint of many types of EO devices.