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The real reason so many enterprise AI initiatives are failing? LLMs were never built to run a company

The real reason so many enterprise AI initiatives are failing? LLMs were never built to run a company

AI Briefing

  • Enterprise AI initiatives are failing due to the gap between language models' capabilities and the operational requirements of companies, which need systems that can maintain state, integrate into workflows, learn from outcomes, and operate under constraints. Large language models are not designed to run companies, and scaling them will not fix the issue. A new approach is needed that embeds language models within richer models of reality, such as world models.
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