This is incorrect. I just helped a client (I am a lawyer CPA) write a letter to the IRS requesting for the IRS to assign the LLC’s EIN (taxed as partnership) to the post-conversion corporation (taxed as corporation). The IRS confirmed they would reassign the EIN to the post-conversion corporation.
