The Trio Technical Report

A foundation system for physical-world understanding — how Trio reaches the intelligence and accuracy of frontier models at a fraction of the cost and latency.

• A three-tier architecture for grounded perception, prediction, and reasoning
• Why monolithic vision-language models break down in physical operations
• Two worked reference domains, end to end
• Preliminary benchmarks on accuracy and deployment cost

89 pages · PDF · v1.0