How AlphaSense Uses Fast Inference for Agentic Research

This post details how AlphaSense leverages Cerebras's fast inference capabilities to enable interactive agentic research. It highlights the architectural trade-offs faced in enterprise research products, where higher quality answers require more reasoning steps, leading to increased latency. AlphaSense redesigned its Generative Search to decompose research into specialized, fast model calls for intent classification, query generation, evidence scoring, and context selection, enabling adaptive research workflows (Auto, Think Longer, Deep Research) within a user's response-time budget. Cerebras accelerates these latency-sensitive, high-volume model calls, allowing AlphaSense to deliver initial results in 10-20 seconds and offer an 'ultra-fast' search mode.