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The AI industry’s massive bet on transformer models may not be enough for true AGI

Fast Company Tech Mark Sullivan April 30, 2026
The AI industry’s massive bet on transformer models may not be enough for true AGI
AI Summary— plain English for professionals

# The AI Industry's Risky Bet on One Technology The world's biggest AI companies are pouring almost all their money into one approach to building human-level AI—transformer models like ChatGPT—even though some experts think this strategy might be a dead end. The problem is that these models are getting more expensive to build and improve, yet the improvements aren't coming as fast, which means companies might eventually hit a wall where throwing more money at the problem doesn't work anymore.

Welcome to AI Decoded, Fast Company’s weekly newsletter that breaks down the most important news in the world of AI. You can sign up to receive this newsletter every week via email here. Are the biggest AI labs betting on the wrong horse? Big AI companies are betting nearly all of their R&D an

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