"The 2017 Google paper 'Attention Is All You Need' introduced transformers, allowing the parsing of whole sentences, which enhances AI's analogy capabilities, though limitations persist in numerical tasks."
"Scaling challenges are intrinsic across technologies, where mobile phone battery limitations have historically restrained software capabilities. Transformers appear less constrained in this regard, showing consistent improvement with increased data."
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