In this conversation, Scott Titsworth and Dr. Temple Lovelace discuss the evolving landscape of educational assessment, focusing on the mission of Assessment for Good (https://aerdf.org/programs/assessment-for-good/). Assessment for good is a program funded by the Advanced Education Research and Development Fund, a national nonprofit dedicated to unlocking scientific breakthroughs to solve teaching and learning challenges in PK-12 settings. They explore the importance of formative assessment, the implications of high-stakes testing, and innovative approaches to assessment that prioritize learner-centered practices. The discussion also touches on the role of AI in enhancing assessment tools and the future vision for assessment practices that are more experiential and authentic.