ACE (Analog Computation Enterprise Inc.) is a pioneer in III-V semiconductor computation, artificial intelligence and memory products. MASECs are direct band gap circuit element building block devices whose functional behavior is controlled by voltage, current, material chemistry, and thermodynamic properties. MASECs are III-V direct band gap “programmable matter” circuit building blocks that replace transistors for general purpose computation. MASECs have extremely high FT/FMAX with very low power consumption. MASEC programmable matter waveform shaping implements computation. ACE chip technologies are transformative for applications in AI/ANN, cryptanalysis, quantum computing, genomics/life sciences, economics/finance, climate/weather, space, robotics, database search, and effectively all challenges involving exponential calculations and complex analysis.