1X Launches Humanoid Robot World Model Lab: ‘You Can’t Fine-Tune Your Way To AGI’
1X just declared fine-tuning dead. Here's why that matters for your AI roadmap.

Why it matters
1X's new World Model Lab signals a strategic pivot away from incremental model scaling toward foundational research on autonomous reasoning—a contrarian bet that challenges the dominant fine-tuning paradigm and hints at how robotics is reshaping AI development priorities.
The key facts
9 to know1X launching dedicated humanoid robot world model lab
Strategic statement: 'You can't fine-tune your way to AGI'
Focus: fully autonomous humanoid robots with human-level intelligence
Implies departure from scaling-centric approach to AI development
Positions robotics embodiment as core to AGI research, not an application layer
1X launches dedicated World Model Lab for humanoid robotics
Quote: 'You can't fine-tune your way to AGI' suggests contrarian take on scaling laws
Focus on fully autonomous humanoid robots as AGI testbed
Strategic bet on world models over traditional RL/fine-tuning
Go to the source
Forbes Innovationforbes.com
Publisher excerpt: The goal is to accelerate the path to fully autonomous humanoid robots ... maybe even ones that are as smart as we are.