Latent Space

Latent Space

Brex CTO James Reggio details how the company is executing a three-pillar AI strategy—corporate adoption, operational automation, and product innovation—to transform into an agentic finance platform, achieving 5x growth with 99% burn reduction by deploying a hybrid architecture that pairs internal LLM infrastructure with a custom multi-agent framework.

Latent Space

Artificial Analysis co-founders George Cameron and Micah Hill-Smith detail their journey from a side project to becoming the presumptive independent standard for LLM evaluation, revealing how they maintain objectivity through 'mystery shopper' protocols while navigating the shift from an OpenAI-dominated market to a fragmented, globally competitive landscape.

Latent Space

Andy Konwinski details the Laude Institute's dual-track model to revolutionize research funding by combining a nonprofit for open-source AI with a venture arm for PhD-led startups, aiming to replicate the 'Databricks Motion' where breakthrough research becomes billion-dollar companies through high-velocity, Silicon Valley-style capital deployment that complements underfunded NSF programs.

Latent Space

Goodfire researchers discuss how mechanistic interpretability has evolved from pure research to practical deployment in 2025, highlighting production applications like PII detection and scientific discovery while navigating the field's pivot toward 'pragmatic' tools that prioritize real-world utility over complete mechanistic understanding.