Abstract
Randomness is a fundamental resource in quantum information, with crucial applications in cryptography, algorithms, and error correction. A central challenge is to construct unitary -designs that closely approximate Haar-random unitaries while minimizing the costly use of non-Clifford operations. In this work, we present a protocol able to generate unitary -designs on qubits, secure against any adversarial quantum measurement, with a system-size-independent number of non-Clifford gates. Our construction applies a -design only to a subsystem of size , independent of . This ``seed'' design is then ``diluted'' across the entire -qubit system by sandwiching it between two random Clifford operators. The resulting ensemble forms an -approximate unitary -design on qubits. We prove that this construction achieves full quantum security against adaptive adversaries using only non-Clifford gates. If one requires security only against polynomial-time adaptive adversaries, the non-Clifford cost decreases to . This is optimal, since we show that at least non-Clifford gates are required in this setting. Compared to existing approaches, our method significantly reduces non-Clifford overhead while strengthening security guarantees to adaptive security as well as removing artificial assumptions between and . These results make high-order unitary designs practically attainable in near-term fault-tolerant quantum architectures.