AI & ML Research 24 Hours

Last updated: June 22, 2026, 2:30 AM ET

AI & ML Research

Samsung Electronics has deployed ChatGPT Enterprise and Codex to its global workforce, marking one of OpenAI's largest enterprise adoptions. This move signals a growing trend of major corporations integrating advanced AI tools into their daily operations. The deployment aims to leverage generative AI for tasks ranging from code generation to employee productivity.

Understanding how AI agents interact with external data and actions is becoming increasingly important. The concept of Tool Calling is central to this, explaining the mechanisms by which large language models decide which functions to execute next. This capability is fundamental for building more sophisticated AI applications that can not only process information but also take decisive actions in digital environments.

Researchers are also developing methods to improve document intelligence for enterprise use cases. One approach focuses on reconstructing table of contents for PDFs that lack structured outlines, enabling applications to scope analysis by section. This RAG-based technique allows for more granular document processing, even when metadata is missing, addressing a common challenge in handling legacy document formats. Furthermore, in self-service business intelligence environments, new methods are emerging for building date tables, offering alternatives to traditional DAX coding and streamlining data preparation workflows.