2026
LLMs are Single-threaded Reasoners: Demystifying the Working Mechanism of Soft Thinking
ICLR 2026poster
Human cognition naturally engages with abstract and fluid concepts, whereas existing reasoning models often rely on generating discrete tokens, potentially constraining their expressive capabilities. Recent advancements aim to address this limitation by enabling large language models (LLMs) to gener…