Friday, February 27, 2026

Scaling the Deployment of Physical AI: Essential Takeaways from Our Panel Discussion

Exploring the Future of Physical AI: Key Insights from Industry Leaders

On February 19, thought leaders gathered at Viam HQ for a dynamic panel discussion on the evolving landscape of physical AI. Spearheaded by Simone Kalmakis (Viam), Nicole Maffeo (Gambit Robotics), and Kirin Sinha (Illumix), the conversation, moderated by Laura Rippy (Alumni Ventures), uncovered essential truths about intelligent system deployment.

Key Takeaways:

  • Rapid Iteration is Crucial:

    • Constant experimentation across hardware, sensors, and algorithms defines success.
    • Simone emphasized adopting software practices to accelerate robotic development.
  • Collaboration Over Competition:

    • AI should augment human capabilities, not replace them—it’s “human with machine.”
    • Nicole showcased the value of intelligent devices in improving daily workflows.
  • From Algorithms to Deployment:

    • Addressing hardware constraints is vital for production readiness.
    • Edge computing enhances real-time applications and manages privacy concerns.

Join the conversation on physical AI! Share your insights or experiences in the comments below 📢 #AI #Robotics #Innovation

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