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Digitally Demented

21 members • Free

2 contributions to Digitally Demented
Your AI is only as honest as your data
I'm prepping a talk for a sales group tomorrow and I keep coming back to the same thing. Most people think AI's big promise is speed. Get answers faster, automate more, scale everything. And yeah, it does that. But here's what nobody's talking about: **AI doesn't question your inputs. It amplifies them.** If your CRM notes are written a day after the conversation — you're not giving AI the truth. You're giving it a reconstruction. If your project tracker says something is "in progress" because nobody updated the status — your AI sees active work. The project's been stalled for two weeks. This isn't an AI problem. It's a context problem. I ran into this while building my own system. The AI wasn't wrong — it was confidently right about garbage data. The output looked great. The thinking behind it was hollow. Here's the test I keep running on myself: What do I know right now that isn't in any system? That gap — between what's in your head and what's in your tools — that's where AI goes blind. What's something you know about your work right now that isn't written down anywhere? And what would change if your AI actually had access to it?
1 like • 4d
I guess my neurodivergence is showing here, but I largely employ AI to question, review, and critique what I'm doing. I will also use it for CodeGen or other tasks like that. Conversationally, I only want it to challenge what I'm doing and why I'm doing it. You don't grow and improve by getting things right all the time. You have to be challenged by your blind spots. Same thing goes for the team of people around you, especially if you are a leader. If all you have are people that will agree with you, then you are not going to be a good, effective leader. You should have people that will respectfully challenge your point-of-view and bring you different ideas.
Welcome to Digitally Demented. Here's what you walked into.
I'm Daniel Walters. 15+ years in operations and marketing technology -- the intersection where marketing, tech, and operations either connect or fall apart. I'm the person who sits between people who build things and people who use them. I translate in both directions. I'm not a developer. I'm AuDHD (late-diagnosed), which means I think in systems and frameworks whether I want to or not. I built a 19-agent AI system to run my consulting business, and I'll tell you straight when something doesn't work. That's not a warning -- it's a feature. A while back, something clicked for me: the doing isn't the work anymore. The thinking is the work. AI can draft your emails, research your competitors, analyze your data. That's not coming -- that's here. And most professionals I talk to are in one of three places: 1. Stuck. They know AI matters but don't know where to start. 2. Skeptical. They tried it, got mediocre results, and assumed AI was overhyped. 3. Spinning. They're using AI but starting from scratch every single time. If any of that sounds like you, you're in the right place. This community exists because I got tired of watching smart people feel dumb about AI. What's here: - AI 101 (Free Course) -- Start here. Fundamentals without jargon. Classroom tab. - Connected Intelligence: AI Fluency (Paid Course) -- 5 modules where you build your own cognitive architecture -- a working system for how you think and operate with AI. Every module produces a deliverable you keep. Details in the Classroom. - Community -- Questions, wins, frustrations, resources. The only rule is be real. What I ask: - Introduce yourself below. Who you are, what you do, what brought you here. Even one sentence. - Be direct. If something I post doesn't make sense or you disagree, say so. Honest conversation is how this place works. - Share your work. AI wins, failures, experiments. We learn more from the failures. Your first move: 1. Drop an intro in the comments 2. Check out AI 101 in the Classroom 3. Browse what others are talking about and jump in
1 like • 4d
Hey folks! I'm Lee, and I help businesses solve problems, usually with technology. I love learning about new technology and how it helps. There is no difference to me in that new drill bit and a new skill for Claude Code. Each has their purpose and reason for being. I'm here because I am genuinely curious about all the ways that people are using AI for their work. I'm especially interested in learning from people like Daniel who are thinking deeply about how and when to apply AI from a human point of view.
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Lee Daniel
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@lee-daniel-9947
Technologist, Problem Solver

Active 1d ago
Joined Apr 1, 2026
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