Cisco Outshift leader Vijoy Pandey warned that semantic misunderstandings between AI agents cause severe task failures in multi-agent systems. To fix this drift, Cisco has open-sourced Scope, Accord, and Concord to help agents observe errors and negotiate shared intent.