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May 07

Beyond the Token: Why Joint Embedding Predictive Architectures and ‘World Models’ Could Define the Next Era of Mission AI

  • May 7, 2026
  • Greystones Group
  • Media Coverage

Government Technology Insider featured an article by Greystones CTO John Mark Suhy titled “Beyond the Token: Why Joint Embedding Predictive Architectures and World Models Could Define the Next Era of Mission AI.”

In the article, John Mark Suhy explores the limitations of traditional large language models and examines how emerging architectures like Joint Embedding Predictive Architectures (JEPA) and AI world models could shape the future of mission-critical artificial intelligence. The piece highlights how these next-generation approaches may enable stronger reasoning, planning, and decision-making capabilities for complex federal and defense environments.

Read more here.

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  • Home
  • About Us
    • Leadership
    • Board of Advisors
    • Culture
    • Corporate Citizenship
    • Greystones Labs – What We’re Working On
    • Mission Insights
  • Solutions
    • Soleite™
      • DozerDB
      • KGAP Graph Explorer
      • Secure API Gateways
    • Soleite Mission Edge™
    • SustainIQ™
    • Soleite Fleet Edge™
  • Services
    • Advanced Data Analytics and AI
    • Secure, Defend and Exploit the Cyber Domain
    • DevSecOps
    • Mission Planning and Operational Support
  • Contract Vehicles
    • GSA Multiple Award Schedule (MAS)
    • SBIR
    • Seaport-NxG
      • Quality Assurance
      • Team Members
      • Points of Contact
    • IRS DAIS 2.0 BPA
    • OASIS+
  • Careers
    • Join the Greystones Team
    • Benefits
  • News & Media
  • Contact Us