Hierarchical Planning

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Pineau: Reasoning models fail at multi-tier hierarchical planning
“That's the part that the reasoning models don't do. They do really well at like one level of granularity... But the going back and forth between different levels of sort of resolution of action, it's really hard. So on the technical terms, we call it hierarchi…”
Joelle Pineau Feb 6, 2026 ▶ 15:55 AI's Research Frontier: Memory, World Models, & Planning — With Joelle Pineau

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