The quest to create robots that move and act like humans is gaining momentum. Leading tech companies such as Tesla, Boston Dynamics, Nvidia, and newcomers like Figure AI are in a determined race. Their goal is to train AI-powered humanoid robots to understand and operate safely in our everyday world. To achieve this, they are collecting and analyzing immense amounts of data on how people walk, gesture, and perform daily tasks.
The Surge in Human-Like Robotics
The market for humanoid robots is on the edge of explosive growth. Experts believe it could rise from $7.8 billion in 2025 to more than $180 billion by 2035. Some forecasts envision an even greater future, with the industry reaching up to $5 trillion by 2050. This surge will likely be driven by major improvements in technology and growing acceptance across different industries, from manufacturing to healthcare.
Training: The Heart of Progress
In San José, Figure AI—partnering with Brookfield—is gathering real-life video data from 100,000 homes. This vast spectrum of environments and behaviors helps their robots learn to behave naturally in the diverse settings where people live and work. Meta-backed Scale AI has also amassed over 100,000 hours of video data to train similar models.
Yet, building truly useful humanoid robots is a massive challenge. Potential customers want proof that robots can carry out tasks safely and precisely, which demands high-quality data of tightly controlled scenarios. Some startups have already struggled or failed because meeting these strict standards is so difficult and costly.
Key Forces Driving Innovation
- Generative AI: New AI models enable robots to interact and make decisions in more human-like ways.
- Mobility and Manipulation: Advanced engineering lets robots move with stability, pick up objects, and adapt to their surroundings.
- World Models: Systems like Nvidia Cosmos and Google Gemini help robots “think ahead,” connecting what they perceive with what they plan to do next.
Market Predictions and Phases of Growth
- Estimates suggest swift expansion, possibly nearing $182 billion by 2035. Early breakthroughs could arrive around 2027-2028, with broader adoption in the early 2030s as robots gain not just intelligence but emotional understanding and greater independence.
- Other forecasts are a bit more cautious, pegging the market at $6.5 billion by 2030 as issues of regulation and safety are sorted out.
- Long-term visions point to a future where over a billion robots are in use worldwide by 2050, serving many daily roles in society.
Hurdles on the Road Ahead
- Collecting detailed, high-quality training data remains both complex and expensive.
- Strict demands from customers for controlled environments slow down progress and reduce the pace of deployment.
- Regulatory and safety standards are still forming and could further delay widespread use.
- Limitations in battery life, dexterity, cost, and how the robots look and fit into human environments are still being addressed.
Leaders in the Field
- Tesla: The Optimus robot emphasizes natural walking and general-purpose tasks.
- Boston Dynamics: Known for unmatched hardware and agile movement in their robots.
- Nvidia: Focused on developing advanced AI systems that help robots perceive and make decisions.
- Figure AI and Scale AI: Collecting the vast data sets needed to teach robots the basics of human movement and interaction.
A Transforming Impact
The rise of humanoid robots could reshape the world’s economy and workforce. Experts estimate up to 35% of today’s jobs in the U.S. could see change as robots become more capable. While many roles will be transformed or replaced, new opportunities and industries may arise. The first wave of adoption will likely be in entertainment and specialized services, with broader use across businesses and communities following as technology matures.
Looking Forward
Training robots to behave and work like people is accelerating, but real obstacles remain. Gathering human movement data and teaching robots to use it is just the beginning. Overcoming technical, regulatory, and business challenges will take time, but the potential rewards are significant. If current trends continue, humanoid robots could become a powerful, everyday part of human life within a few decades.

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