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answer: direct
beat: ai-technology
source: 1 article · updated: July 3, 2026
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Why is physical AI progressing slower than text-based AI like ChatGPT?

Text AI trained on the internet's free, pre-existing corpus of writing. Physical AI needs sensor data about real-world physics — friction, gravity, weight, texture — that has never been digitized and cannot be scraped. That data has to be captured by hardware deployed in the real world, which is slow and expensive.

Answered in

AI Didn’t Run Out of Data. It Ran Out of Reality

Physical AI isn't stalling from bad data — it's stalling from missing sensors. Here's why robots can't scrape the real world.

Crashtech Editorial July 3, 2026 How AI Actually Works

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