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 ro…