In my Calculus book it says:
We have shown that planes are represented by first-degree equations and cones by second-degree equations. Therefore, all conics can be represented analytically (in terms of Cartessian coordinates $x$ and $y$ in the plane of the conic) by a second-degree equation of the general form $$Ax^2 + Bxy + Cy^2 + Dx + Ey + F = 0,$$ where $A, B, ..., F$ are constants...
How can the conclusion about the general form of the equation of a conic be drawn from the premises in the first sentence?
In fact, the intersection of a plane with any quadric surface results in a conic. I find it most convenient to derive this using the homogeneous matrix form of these equations.
Letting $\mathbf X = (X,Y,Z,1)^T$, consider the quadric surface with the implicit equation $\mathbf X^TQ\mathbf X=0$, where $Q$ is a symmetric $4\times4$ matrix. If we write $\mathbf x=(x,y,1)^T$, where $x$ and $y$ are the coordinates of a point on the plane in its coordinate system, then there is a $4\times3$ matrix $M$ such that $\mathbf X=M\mathbf x$ is the mapping from plane coordinates to space coordinates. In particular, if $\tilde{\mathbf X}$ and $\tilde{\mathbf Y}$ are the (inhomogeneous) coordinates in $\mathbb R^3$ of the unit coordinate vectors of the plane’s coordinate system, and $\tilde{\mathbf C}$ the origin of this coordinate system, then $$M = \begin{bmatrix}\tilde{\mathbf X} & \tilde{\mathbf Y}&\tilde{\mathbf C}\\0&0&1\end{bmatrix}$$ is one such matrix. (In fact, every parameterization of the plane has a corresponding matrix $M$: $\mathbf X=M\mathbf x$ is just a compact way to write this parameterization.)
Substituting into the equation of the quadric, we have $$\mathbf X^TQ\mathbf X = (M\mathbf x)^TQ(M\mathbf x) = \mathbf x^T(M^TQM)\mathbf x = 0. \tag{*}$$ Now, $M^TQM$ is itself a symmetric matrix, so if $$M^TQM=\begin{bmatrix} A & \frac B2 & \frac D2 \\ \frac B2 & C & \frac E2 \\ \frac D2 & \frac E2 & F\end{bmatrix}$$ then equation (*) expands into $Ax^2+Bxy+Cy^2+Dx+Ey+F=0$. So, every intersection of a plane with this surface has an equation of this form in the plane’s Cartesian coordinate system.
Every circular cone is an affine image of the cone $x^2+y^2=z^2$, so its implicit equation is, in homogeneous matrix form, $\mathbf X^T(A^T\operatorname{diag}(1,1,-1,0)\,A)\mathbf X=0$, where $A$ is the matrix of an invertible affine transformation. The central matrix in this equation is clearly symmetric, so this is a special case of the above and therefore every conic has a general equation of the required form. Actually, to cover every type of conic, one also has to consider intersections of a plane with a cylinder, which can be considered a degenerate cone, but clearly that’s also a special case of the above derivation.