David K. Johansson

Papers on Lattice

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Publication activitypapers/week, last 8 weeks

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Architecture Design (Transformers, SSMs, MoE) (1)Reasoning & Chain-of-Thought (1)World Models & Planning (1)

Papers (1)

Mar 30, 2026

David K. Johansson2d ago

Reasoning as Energy Minimization over Structured Latent Trajectories

Latent planning for reasoning can actually *hurt* performance due to decoder distribution shift, highlighting a critical challenge in bridging neural and symbolic reasoning.

David K. Johansson

Architecture Design (Transformers, SSMs, MoE)Reasoning & Chain-of-Thought World Models & Planning

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David K. Johansson

Publication activitypapers/week, last 8 weeks

Research focus

Papers (1)