MachineFi Labs · Technical Paper
Inside the Triotechnical paper.
The foundation system for physical-world understanding — how Trio reaches frontier-model accuracy at a fraction of the cost and latency, written for the people who build on it.
What's inside
- 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
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