TRUST: A Framework for Decentralized AI Service v.0.1
arXiv:2604.27132v1 Announce Type: new Abstract: Large Reasoning Models LRMs and MultiAgent Systems MAS in highstakes domains demand reliable verification, yet centralized approaches suffer four limitations: 1 Robustness, with single points of failure vulnerable to attacks and bias; 2 Scalability,...
arXiv:2604.27132v1 Announce Type: new Abstract: Large Reasoning Models LRMs and MultiAgent Systems MAS in highstakes domains demand reliable verification, yet centralized approaches suffer four limitations: 1 Robustness, with single points of failure vulnerable to attacks and bias; 2 Scalability, as reasoning complexity creates bottlenecks; 3 Opacity, as hidden auditing erodes trust; and 4 Privacy, as exposed reasoning traces risk model theft.
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