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In many ways, the A.I. race came into its own this year. Model upgrades, updates, and integrations continued at a pace so breakneck it was nearly impossible to keep up. The firehose of announcements, blog posts, and releases included the long-awaited (and widely dismissed) launch of OpenAI’s GPT-5 alongside major releases from Google DeepMind, Anthropic, and a slew of Chinese developers. And while those inside Silicon Valley rejoiced at the leapfrog-esque benchmark improvements, this year was about much more than rote model capability.