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Why AI Gurus Are Building Toys While the World Needs Architects

A developer argues that the AI industry is focused on building small-scale models and toys rather than the large-scale architectures needed to solve real-world problems. The piece criticizes the lack of ambition in current AI research and calls for a shift toward building robust, scalable systems.

read1 min views33 publishedJul 4, 2026 
Article URL: https://medium.com/@alanscottencinas/the-scale-wall-why-ai-gurus-are-building-toys-while-the-world-needs-architects-1d4f354bc6f4

Comments URL: https://news.ycombinator.com/item?id=48785820

Points: 1
source & further reading
medium.com — original article How to constrain a coding agent using only files you own Bonsai: A 27B reasoning model on a 16 GB M2 Mac, with Ferrox How to Make a PwC-Style PowerPoint with AI (2): 5 More Consulting Frameworks
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