Frontier models are powerful advisors.
Fireworks AI has demonstrated a novel approach to enhance AI model performance by using a smaller, specialized model (GLM 5.1) to advise a more powerful, but costly, model (Claude Opus 4.7). This "advisor pattern" significantly improved results on the Harvey Legal Agent Benchmark, achieving a higher success rate with a fraction of the computational cost. The company has detailed the technical aspects of this inference infrastructure and its training outcomes. AI
IMPACT Demonstrates a cost-effective method for leveraging powerful AI models, potentially reducing operational expenses for AI applications.