You've joined a space for people actually implementing AI systems—not talking about what might happen someday, but dealing with what works and doesn't work right now. What this community is: A practical resource for AI implementation. You'll find real instruction examples, feedback on what you're building, troubleshooting for deployment challenges, and discussion from people doing the work across different industries. What you can expect: I post 3x weekly on implementation patterns, case studies, and emerging capabilities worth paying attention to. Members share what they're building, ask for feedback, and help each other solve actual problems. The tone here is direct. If something doesn't work, we say so. If an approach is overhyped, we call it out. If you're making a common mistake, someone will tell you. How to get value from this: 1. Introduce yourself below—what you're implementing and what challenges you're facing 2. Share your work when you want feedback (instruction sets, deployment approaches, integration strategies) 3. Ask specific questions about real problems you're encountering 4. Contribute when you've solved something others are struggling with What this community isn't: This isn't motivational content, networking for the sake of networking, or theoretical discussion about AGI timelines. If you want those things, there are better communities elsewhere. The standard: Quality over quantity. Post when you have something useful to share or a real problem to solve. Lurking is fine—not everyone needs to be active all the time. That's it - please introduce yourself below, and welcome! —Jim