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LLM limitations

1 paper across 1 session

Poster Session 2

1 paper
Wednesday, December 3, 2025 · 4:30 PM → 7:30 PM
Exhibit Hall C,D,E
Lost in Transmission: When and Why LLMs Fail to Reason Globally
#3907 Spotlight · Tobias Schnabel, Kiran Tomlinson, Adith Swaminathan, Jennifer Neville

We develop a theoretical model of information flow constraints in LLMs that predicts LLM failures on global reasoning tasks.