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May 14, 2025 · 14 min read · By Sabah Farshad (STAYTEAM)
The Cognitive Mesh: Transforming Collaborative Design via Generative AI
Exploring how GenAI and LLMs resolve organizational entropy in concurrent engineering through semantic interoperability.
Abstract
This analysis posits that Agentic AI is creating a 'Cognitive Mesh' that overlays human organizational structures, absorbing the transaction costs of collaboration. The report explores universal semantic translation to bridge disciplinary jargons, the use of 'Devil's Advocate' agents to institutionalize dissent, and game-theoretic protocols for automated constraint negotiation between subsystems like thermal, structure, and power.
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