Most AI models blend meaning — but this one selects. GD-Attention is a provably nonlinear attention mechanism with: ・ No softmax ・ No averaging ・ A unique s

Most AI models blend meaning — but this one selects. GD-Attention is a provably nonlinear attention mechanism with: ・ No softmax ・ No averaging ・ A unique semantic jump point $s^*$ Verified independently by Gemini, GitHub Copilot, and GPT-4. → Softmax isn't just suboptimal — it's structurally incapable of what this model does.