ANALYTICS
Global Model Mesh: Tracking sentiment across 15+ LLMs
Nov 20, 2025
A brand recommended in San Francisco might be ignored in Singapore. AI models behave differently based on the regional fine-tuning and localized data filters.
The Mesh Monitoring Protocol
Progos Labs runs a mesh of 42 global edge nodes. Every hour, we query the top 15 models with identical prompts from different locations. The results are startling: sentiment for "Cloud Security" varies by as much as 30% depending on the region.
Companies operating globally must monitor this "sentiment drift" to ensure their message is being translated correctly by the machines.

