---
id: "AEB-016"
category: "self_improvement"
confidence: 0.95
date: "2026-02-15"
source_file: "Agentic OS Blueprint Research Synthesis (Hardware-Software Co-Design section)"
---

# AEB-016

The Software Singularity pattern describes agents that optimize their own infrastructure -- AlphaEvolve proposed Verilog rewrites for TPU arithmetic circuits that were functionally verified and integrated into next-generation hardware, demonstrating that agentic loops can improve the very substrate they run on

## Relationships

