Coding has evolved into the primary accelerator for AGI, shifting AI from simple conversational chatbots to agentic systems capable of executing high-value tasks. This transition marks a critical juncture where models now automate complex software development, allowing engineers to focus on oversight rather than manual coding. Anthropic has emerged as a leader by focusing on this high-value "coding-as-solution" strategy, while OpenAI and Google are currently recalibrating their efforts to catch up. As AI intelligence increasingly surpasses human cognitive benchmarks, the resulting automation of white-collar work threatens to trigger significant labor market shifts and deflationary pressures. Ultimately, the competition among top-tier model labs is converging toward the creation of a "Global GDP Operating System," where the ability to continuously deliver state-of-the-art models and manage massive computational infrastructure determines long-term dominance in an era where AI research itself is becoming automated.
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