Semantic Meaning Root in AI Trust Layers: Why Agreement Comes After Trust

Dec 21, 2025 · 3 min read · As AI systems evolve from single-model tools into distributed, multi-agent environments, a new limitation becomes visible. AI can already compute efficiently, and trust mechanisms are increasingly well understood. Yet long-term coordination between A...