For the complete tax year 2023 I lived in New Jersey. I moved at the end of January 2024. What address do I use as I fill out my 2023 tax paperwork?

Use the address you want the IRS and state to use if they need to mail you a letter or a check.

Use your current mailing address so the IRS can contact you if they need to.