Vladyslav Parakhin

Multi-agent LLM systems can slash synchronization costs by up to 95% by borrowing cache coherence strategies from chip design.

Traditional time-based authorization schemes are dangerously slow in multi-agent systems: a new coherence strategy slashes unauthorized API calls by over 100x, offering a velocity-agnostic safety guarantee.