The state does hereby pledge to and agree with the holders of any bonds or notes issued under the New Mexico Finance Authority Act that the state will not limit or alter the rights hereby vested in the authority to fulfill the terms of any agreements made with the holders thereof or in any way impair the rights and remedies of those holders until the bonds or notes together with the interest thereon, with interest on any unpaid installments of interest, and all costs and expenses in connection with any action or proceedings by or on behalf of those holders, are fully met and discharged. The authority is authorized to include this pledge and agreement of the state in any agreement with the holders of the bonds or notes.