The discussion revolves around understanding the application of degenerate perturbation theory in quantum mechanics. The user seeks clarification on why a specific term in their solution is negative and the significance of the O(λ²) notation. It is explained that the negative sign arises from the eigenvalues of the perturbation matrix, which are plus and minus the modulus of λ, leading to non-degenerate states with different energies. The O(λ²) indicates that any additional corrections to energy will be of a higher order than λ. Ultimately, the ground state is identified as the state corresponding to the negative eigenvalue, which is -λ.