These are known as salary - reduction contributions because they come from salary before taxes are withheld, thus reducing current taxable income. (us.axa.com)
This strategy is sometimes dismissed because it increases current taxable income. (rodgers-associates.com)
An annuity that is funded with pre-tax dollars means that the contribution may qualify as a tax deduction, which could lower current taxable income. (transamerica.com)