The chatbot funding shift
Chapter 1
The rise and fall of the wrapper
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Chapter 2
The funding squeeze and the big four
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Chapter 3
The shift to agentic AI and workflow ownership
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Chapter 4
The hardware physical and vertical AI pivot
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YOUR GOAL
Master of The chatbot funding shift
Ch 4 · The hardware physical and vertical AI pivot
Fun Fact
Robotics funding boom: In 2025, venture funding for robotics reached nearly $14 billion as investors realized AI needs physical bodies to do real-world work.
Glossary
physical ai (noun)
A branch of artificial intelligence focused on enabling machine systems to perceive, reason, and interact with the real world. In 2026, venture capitalists pivoted funding from generic chatbots to physical automation and industrial robotics.
A branch of artificial intelligence focused on enabling machine systems to perceive, reason, and interact with the real world. In 2026, venture capitalists pivoted funding from generic chatbots to physical automation and industrial robotics.
Quiz
Which chip startup did Nvidia acquire for $20 billion to secure its 'inference moat'?