Debate Reignites Over the Right Mental Model for LLMs

A debate is growing over how to model LLM behavior: some argue anthropomorphic 'intentional stance' language remains the best framing, while researcher brwilder contends treating LLMs as engineered systems better explains their behavior.

2026-09-04 ~ 2026-09-05 · 3 related posts

• We're past stochastic parrots: treating LLMs as intelligent organisms and speaking of model 'behavior' — ctjlewis · 2026-09-04
• What replaces anthropomorphism for understanding LLMs? The intentional stance still wins — brwilder · 2026-09-05
• brwilder: anthropomorphism alternatives fade as LLMs drift from pretraining — brwilder · 2026-09-05