3 papers
cs.AI2026
Interaction Locality in Hierarchical Recursive Reasoning
Yosuke Miyanishi, Tetsuro Morimura
Spatial reasoning requires both location-bound computation and location-invariant structure: agents must make local moves while preserving route, object, or constraint-level plans.…
cs.AI2024
Superficial Consciousness Hypothesis for Autoregressive Transformers
Yosuke Miyanishi, Keita Mitani
The alignment between human objectives and machine learning models built on these objectives is a crucial yet challenging problem for achieving Trustworthy AI, particularly when pr…
cs.CL2024
Multimodal Contrastive In-Context Learning
Yosuke Miyanishi, Minh Le Nguyen
The rapid growth of Large Language Models (LLMs) usage has highlighted the importance of gradient-free in-context learning (ICL). However, interpreting their inner workings remains…