Improving reading outcomes has become a major policy focus in Oklahoma.

But what actually helps children learn to read?

In this episode of the Oklahoma Memo Podcast, Ryan Welton talks with longtime Oklahoma educator and historian John Thompson about the literacy debate, including the widely discussed “Mississippi Miracle.”

Thompson explains why some tutoring programs fail, how high-dosage tutoring works, and why background knowledge and classroom culture play a critical role in literacy development.

He also raises concerns about the growing push toward AI-based tutoring systems and what that could mean for the future of public education.

Topics covered

• The “Mississippi Miracle” reading debate

• What research says about tutoring programs

• High-dosage tutoring explained

• Why test pressure can undermine reading comprehension

• The role of knowledge and curriculum in literacy

• Concerns about AI tutoring tools

• Lessons from decades in Oklahoma classrooms

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