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cs.LG2026
A Theory of Training Profit-Optimal LLMs
Sophie Hao, William Merrill
Scaling LLMs requires tremendous computational resources, and recent advances in AI have gone hand in hand with massive amounts of capital expenditure. While it is established that…
cs.LG2026
Context-Free Recognition with Transformers
Selim Jerad, Anej Svete, Sophie Hao +2
Transformers excel empirically on tasks that process well-formed inputs according to some grammar, such as natural language and code. However, it remains unclear how they can proce…