APA (7th ed.) Citation

Robertson, C., & Wolff, P. (2025). LLM world models are mental: Output layer evidence of brittle world model use in LLM mechanical reasoning.

Chicago Style (17th ed.) Citation

Robertson, Cole, and Philip Wolff. LLM World Models Are Mental: Output Layer Evidence of Brittle World Model Use in LLM Mechanical Reasoning. 2025.

MLA (9th ed.) Citation

Robertson, Cole, and Philip Wolff. LLM World Models Are Mental: Output Layer Evidence of Brittle World Model Use in LLM Mechanical Reasoning. 2025.