IEEE Spectrum: 2026 marks the inference hardware revolution
GPT-4o scored 88.7% on a knowledge-and-reasoning benchmark versus GPT-3's 43.9% in 2020, and reasoning models with high effort can emit up to 20x more text per query. AWS splits inference across Trainium and Cerebras wafer-scale hardware.
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