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AI & Enterprise

OpenAI launches new Codex tools targeting office work

OpenAI is adding six job-specific plugins and new features to Codex as it steps up efforts to target enterprise customers. The update aims to expand Codex use beyond developers to a broader range of office work. OpenAI also released an internal report showing Codex weekly active users have topped 5,000,000, rising more than sixfold since the desktop app launch in February. The company said knowledge workers account for about 20 percent of users and are growing faster.

AI & Enterprise

Ontology emerges as core AI technology, not DB or LLM

Ontology is increasingly discussed in the AI industry as a way to overcome limits of generative AI, with interest rising after Palantir’s reported success. Kim Hak-rae (김학래), a professor at Chung-Ang University, described ontology as making tacit human knowledge explicit in documents or data. He contrasted it with relational databases, vector databases and large language models, and explained its structure, construction methods and potential as a guardrail. He also stressed data foundations matter more than ontology itself.