Default Prescriptions with Timothy Pape & Sam Woodrich

About this episode

The episode discusses the impact of AI on ecological restoration practices and the patterns that emerge from AI-generated plans.

A couple years after our first conversation on artificial intelligence and ecological restoration, I sat back down with Timothy Pape and Sam Woodrich to ask: what's actually happening now? Their new research looks at how mainstream AI chatbots generate restoration plans across North American ecosystems. The results are familiar; almost too familiar. Plant native species. Remove invasive plants. Repeat. A longer show title might be - Default Prescriptions: AI, Ecology, and the Stories We Repeat. In this follow-up conversation, I reconnect with Timothy Pape and Sam Woodrich to explore what's changed—and what hasn't. Their recent study examines how AI chatbots generate restoration prescriptions across different ecosystems, and what emerges is a kind of pattern recognition loop: vegetation-first, context-light, and strikingly similar across places that should demand very different approaches. Woodrich, S. T., & Pape, T. (2024). Ecological restoration and artificial intelligence: Whose values inform a project? Restoration Ecology, 32(4), e14128. https://doi.org/10.1111/rec.14128 We talk about why that happens, what it says about the knowledge systems AI is trained on, and how these…

People in this episode

Host: Michael T Yadrick

Guests: Timothy Pape, Sam Woodrich

Topics covered

• artificial intelligence
• ecological restoration
• native species
• invasive species
• AI chatbots
• pattern recognition

Keywords

• AI
• ecology
• restoration plans
• native species
• invasive plants
• chatbots
• ecosystems

Mentioned in this episode

Books & works: Restoration Ecology, Ecological restoration and artificial intelligence: Whose values inform a project?

More episodes of treehugger podcast

• Scapegoat with Clare Follmann · February 18, 2026 · 43 min
• grove & grit restoration brief on foraging & food sovereignty · February 12, 2026 · 18 min
• grove & grit restoration brief January 18, 2026 · January 18, 2026 · 13 min
• Forest History with Jennifer Ott · January 11, 2026 · 57 min
• Urban Evolution with Liz Carlen · November 29, 2025 · 50 min
• My Head for a Tree with Martin Goodman · May 15, 2025 · 55 min