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Michelle’s perspective

We're in the Translation Phase of AI

We're past novelty – now the work is translating AI into workflows, ethics, and real decisions.

We are past the novelty stage of AI.

The work now is translation

Translation between:

  • tech and teams
  • tools and workflows
  • ideas and decisions
  • complexity and clarity
  • “AI can do this” and “here is what we actually need”

Where the work sits

This is where ethics, safety and governance come in. This is where redesigning workflows matters. This is where language becomes the lever.

Less hype, more translation

We do not need more hype. We need more translation.

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