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News & Articles By Edison Reed
03/12/2026
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By Edison Reed
AI’s Scaling Disaster: How Bigger Models Create Systemic Risk and Centralize Control
Introduction: The Illusion of Progress The artificial intelligence (AI) industry is hurtling toward a cliff, fueled by a dangerous and unquestioned dogma: that bigger is always better. The dominant scaling strategy – piling trillions of parameters into massive neural networks – is not paving the road to a brighter future. It is amplifying errors, draining planetary resources […]
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