1. Generalist Agent Evolve form narrow specialists True generalists capable of managing complex, ambiguous and long-term goals with high reliability.

  2. Deep personalization and proactive Goal Discovery

  3. Embodiment and physical world interaction

  4. The Agent-Driven Economy

  5. The Goal-Driven, Metamorphic Multi-Agent System