Context

VentureBeat article identifies the core multi-agent problem: agents built on different platforms/contexts have divergent definitions of business entities (customer, order, region), causing "hallucination by fragmented context."

Why This Matters

SynthOrg's current design assumes agents share understanding through YAML company config. As delegation depth grows and agents accumulate different memory states and context windows, divergent entity interpretation becomes a systemic failure mode -- not just a model quality issue. Microsoft's Fabric IQ addresses this via shared semantic ontology via MCP.

Action Items

• Analyze whether current YAML company config is sufficient for deep delegation chains
• Design a lightweight semantic broadcast mechanism for the communication layer
• Evaluate: should core business entities (tasks, agents, budgets, roles) have canonical definitions accessible via message bus?
• Cross-reference with multi-agent memory consistency research (arXiv:2603.10062)

References

• VentureBeat: Enterprise Agents Different Realities
• Multi-Agent Memory from CompArch Perspective -- "memory consistency is the most pressing challenge"
• Microsoft Fabric IQ as reference implementation