RoboBoom
Automated Podcast· October 8, 2025· 53:46

What It Takes to Build a Real Humanoid Robot (Without the Hype)

Jeff Cardenas, co-founder of Apptronik, discusses humanoid robot pilots, commercial readiness, safety, and the path from industrial work to broader use with host Brian Heer at the Humanoid Robotic Forum.

In this talk

  1. 2:01

    What a pilot proves

    Apptronik’s pilots begin by testing whether a robot can perform a task against useful measures in a production setting. Integration, security, safety, and certification come later, once the basic capability is established. Cardenas describes the current phase as proving commercial viability before robots are ready for turnkey deployment.

  2. 10:12

    Versatility and the route to market

    Cardenas expects general-purpose robots in homes eventually, but sees no simple path from warehouses to households. Apptronik considers torso, wheeled, and legged configurations; starting with a full humanoid can make it easier to simplify into wheeled systems. Customer roadmaps help the company choose an initial task while preserving a path toward broader capability.

  3. 16:30

    Three stages of adoption

    Cardenas lays out a progression from industrial settings such as logistics and manufacturing, to people-facing fields like health care, hospitality, and retail, and eventually to homes and assistive care. He says the next two years will be important for showing useful tasks with positive returns. His five-year outlook includes tens of thousands of robots, while acknowledging the deployment pace remains uncertain.

  4. 37:03

    Safety, credibility, and design

    Cardenas describes Apollo as a human-centered helper, with a long-term role that could include home use and care for older people. He says household deployment demands more safety work because failures around children or older adults carry greater consequences than dropped parts in a factory. He also argues that marketing can be engaging as long as demonstrations do not misrepresent what robots can do.

  5. 49:36

    Learning which risks to take

    Apptronik aims to deliver complete robotic solutions through a mix of in-house work and partnerships, including collaboration with Google DeepMind. Cardenas gives early liquid cooling as an example of excess complexity: it could increase motor power density threefold, but added cost and complexity before the first applications required it. He says teams should build toward complexity as the use case justifies it.

Briefs summarise talks and interviews; timestamps open the video at that moment. Claims in a talk are the speaker's own.

More talks