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 🙂