Research Highlights

From Retrieval to Reasoning: Why Enterprise AI Needs Knowledge Graphs Beyond Vector Databases

From Retrieval to Reasoning: Why Enterprise AI Needs Knowledge Graphs Beyond Vector Databases

Vector search retrieves what is similar. Enterprise questions ask what is connected. A long-form look at why the dominant RAG stack fails on relational, temporal, and evidentiary structure - and what the open research problems look like if we take that failure seriously.
Seeing the Unseen: The Quiet Difficulty of Infrared Small-Target Detection

Seeing the Unseen: The Quiet Difficulty of Infrared Small-Target Detection

A tour through one of computer vision's hardest problems - finding, tracking, and identifying targets that are just a few faint pixels wide in the infrared world.