The AI Re-Think Blog

Canonical reference for the mathematical framework connecting transformer-style attention mechanisms to cross-graph discovery in enterprise AI systems. Includes experimental validation across four controlled experiments. Abstract We present a formal mathematical framework connecting cross-graph discovery in enterprise AI systems to the scaled dot-product attention mechanism of Vaswani et al. (2017). The correspondence operates at three levels: (1) a single-decision scoring ma