From Chatbot to Co-Worker: How AI Models Are Being Redesigned for Real Software Workflows

GPT-5.4's Excel pitch and Claude's agentic coding push mark a clear industry shift: AI is being rebuilt for actual business software, not demos. We cover the design choices, the reliability tradeoffs, and what this means for everyday knowledge workers.

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