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In this paper, we consider the two-dimensional (2D) incompressible Boussinesq system with fractional Laplacian dissipation and thermal diffusion. Based on the previous works and some new observations, we show that the condition $1-\alpha <\beta<\min\Big{3-3\alpha,,,\frac{\alpha}{2},,, \frac{3\alpha^{2}+4\alpha-4}{8(1-\alpha)}\Big}0.7351\approx\frac{10-2\sqrt{10}}{5}<\alpha<1$ suffices in order for the solution pair of velocity and temperature to remain smooth for all time.

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