Berkins Consulting
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Brief

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From episodic agents to long-running agents.

Author
Eric Sheng

Partner

AI transformation strategist focused on enterprise intelligence and long-term digital capability building.

At a Glance

  • Most AI agents operate episodically.
  • Long-running agents maintain memory.
  • Economic value shifts to persistence.
  • Governance becomes critical.
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