#AI, LLMs & Real-World Automations - Independent Research Study

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prime rampart
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Hi everyone đź‘‹

We’re a small tech & research team working with LLMs, AI agents, and automation systems, and a big part of our work focuses on how people actually use AI in real-life workflows — not just theory.

Given how many of you build automations, local setups, and smart workflows, this community felt like a great place to share what we’re working on.

We’re currently running an independent research study on AI usage and AI literacy, looking at:

how people integrate AI tools into daily work

automation, productivity, and decision-making

practical, hands-on AI usage

Details:

⏱ Takes ~10–12 minutes

đź”’ Fully anonymous

📊 Research-only (not a university project, not commercial)

🌍 Open to anyone using AI tools

Full information about the research and authors is available here:
👉 https://www.aiinsightlab.ai

Happy to answer questions or discuss LLMs + automation / Home Assistant–style use cases as well 🙂

AI Insight Lab

Help Us Build the AI Insight Questionnaire: Participate in a pilot study to help validate a new scientific questionnaire on AI understanding and perception.

grizzled summit
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To bad no can your LLM order a pizza for you question.