AI & Technology
From Connectivity to Collective Thought: Engineering AI That Truly Collaborates
Speakers at VentureBeat’s AI forum argued that the next stage for agentic AI is not merely connecting endpoints but enabling shared goals, persistent context, and negotiated cooperation across organizations. They proposed interoperable protocols, a shared-memory fabric, and cognition-management layers — paired with platform-native data primitives — to reduce brittle coordination, improve correctness, and make multi-agent workflows auditable and secure.
