In a recent study, 45% of those who asked thought that when users prompt a Chatbot, it looks up the answer in a database somewhere.
This sort of misconception can lead to a few problems, the first one being that AI is just finding the right answer from a list. The second is that a short prompt is good enough, because it’s just matching keywords and “finding” the response.
The truth is that AI models that power chatbots are trained on enormous amounts of information, but they don’t store that information as full sentences, any more than the human mind does. AI learns from that training, and when prompted, it uses what it learns to create a new response from scratch, again like people do. It’s worth noting that unlike a human, AI doesn’t learn from your questions and gets better at answering them, but the basic answering is the same.
Prompts that have more detail are better because they give the system more to match against in their memory when creating that response, so you are much more likely to get a more accurate, or more useful answer.
Jan 28, 2026 — Member Update
Jul 1, 2026 - Modules focus on sections related to Duct Classifications, Critical Loads, and Panel Gage & Stiffener Selection
Jul 1, 2026 - The current Acting Secretary has led the Department since April, and SMACNA looks forward to continuing its relationship with DOL’s leadership to expand registered apprenticeship opportunities and enhance related workforce policies.
Jul 1, 2026 - Scholarship Program identifies and recognizes academically talented youth and potential future leaders within the SMACNA extended family to provide opportunities to further their education and develop their talents.