Organizations are moving AI from isolated tasks into everyday operations. A tool that started out drafting emails or summarizing documents may soon be asked to search internal files, retrieve customer information, prepare transactions, route requests, or update records.
Colin Levy //
18 Sep 2026
It should come as no surprise that AI has already infiltrated many parts of daily life. After all, AI has been around for decades. Still, some people are amazed to discover that things they take for granted, such as spellcheck, autocorrect, real-time traffic maps, spam filters, ride-hailing apps, and personalized music recommendations, are AI-enabled. The more that AI-enabled tools become embedded in daily routines, the less they seem to be advanced technology and more just a normal part of life. It's no longer magic, it's normal.
Marydee Ojala //
25 Sep 2026
There is a disconnect happening with AI that cannot be ignored. A model can retrieve information, summarize it, or generate an answer, but it cannot determine whether the answer reflects how the business works or if it's truly correct. The limitation is not model intelligence but missing context. Using connected data, semantic relationships, and graph-based retrieval improves AI reasoning, contextual understanding, and decision making.
Stephanie Simone //
08 Oct 2026
Despite the marketing hype, large language models (LLMs) do not reason, at least not in the ways humans do. Underlying that assertion is the fact that we humans do not apply the term "reason" consistently.
Daniel W. Rasmus //
15 Jul 2026