Mathematical Proof of LLM Fundamental Limitations
Narrative
Mathematical proof demonstrates LLMs have inherent computational limits. "Incapable of tasks beyond certain complexity." Challenges industry scaling assumptions.
Reality
Proof published. Aligns with Apple research questioning LLM reasoning. Adds mathematical rigor to skepticism about transformer capabilities for complex tasks.
Implication
Challenged scaling law orthodoxy. Provided mathematical backing for LLM skepticism. Intensified debate about reasoning capabilities vs. pattern matching.