Intelligence stems from the attention architecture, not compute scale; the future of AI should be modular systems that augment human judgment, not monolithic models that replace it.

Evolution’s energy-efficient brain architecture shows that scaling alone won’t lead to AGI; we must learn from biology’s modular, embodied, and causal design

After a career shift, the author develops a framework that links evolutionary biology, AI, and human consciousness, arguing that principles such as attention and modularity can lead to better technology and more meaningful lives.