human-aligned AI

Gray Sky AI’s Vesela 2026 report finds that daily AI users whose models challenge their thinking are far more likely to report cognitive improvement. ECI Research examines whether “human-aligned AI” is a genuine differentiator or a marketing frame, and what it means for enterprise and government procurement. The answer depends on whether engagement design translates into measurable outcomes.