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The AI Factory: Why Business Needs to Rethink Its Intelligence Infrastructure Before It’s Too Late

  • The age of the AI factory has arrived, with disruptive hardware and technologies like trillion-parameter models and autonomous agents set to change various business functions.
  • The focus on hyperscaling performance and deploying massive AI models risks overshadowing factors like explainability, organizational fit, and strategic uniqueness.
  • Business leaders need to be cautious about deploying AI agents that interpret and act, as it raises technical, strategic, and ethical dilemmas regarding accountability and alignment with organizational goals.
  • Rather than striving for bigger AI factories, the emphasis should be on creating smarter, smaller infrastructure tailored to specific domains, aligning AI agents with human workflows, and nurturing unique decision-making frameworks for true competitive advantage.

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