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2 contributions to AI Bits and Pieces
🎯 Naming Your AI Agency Part 4 of 5: Future-Proof Naming
AI doesn’t sit still. So how do you design for a moving target? Terminology changes. Tools rotate. Models leapfrog each other. What sounds cutting-edge today can feel narrow tomorrow. We’ve already watched the cycle: “ChatGPT Consultant.” “Prompt Engineering Agency.” “GPT Automation Studio.” Each made sense at the time. Each anchored to a moment. That’s the risk. 🎯 Tool Anchoring Is a Short Shelf-Life Strategy When you anchor your company name to: - A specific LLM - A specific interface - A specific tactic - A specific trend You’re betting that layer remains dominant. In AI, that’s rarely a safe bet. The model landscape shifts. Capabilities expand. Language evolves. Your name shouldn’t expire with the cycle. 🎯 Design for Expansion, Not Just Accuracy Future-proof names are designed for range. They allow you to move from: Prompting → Automation Automation → Agents Agents → Orchestration Orchestration → Strategy Without renaming the company. They also age better in enterprise settings. A CFO is less interested in today’s tool. They’re interested in operational durability. Your name should signal that. 🎯 The Five-Year Test Before locking in a name, ask: Will this still make sense in five years? Will this still sound credible in a boardroom? Will this limit the services I can offer? If the answer creates hesitation, reconsider. Because rebranding later isn’t cosmetic. It resets key legal and marketing facets that have real implications: - Trademark filings and legal protections - Domain authority and SEO history - Backlinks and search equity - Brand recognition in the market - Client references and case studies - Contracts, agreements, and documentation - Marketing collateral and positioning assets It’s not just a new logo. It’s administrative work. It’s marketing disruption It’s strategic distraction. That’s why future-proofing isn’t about sounding timeless. It’s about reducing unnecessary friction five years from now. 🎯 The Strategic Principle
4 likes • 4d
Absolutely true @Michael Wacht ! Thanks for sharing 🙏🏻 🙌🏻
🔄 AI Terms Daily Dose: Weekly Smash Up
A Weekly Smash Up is a recap lesson where we connect the last five AI Terms into one big idea — showing how they work together in practice. Think of it as a highlight reel for your AI learning. This week is all about the building blocks of AI — what it is, the models behind it, and how we start talking to it. For this, we smash up Terms 1–5 of the AI Terms Beginner Classroom course. Here’s how they connect! 🟦 AI (Term 1) Artificial Intelligence is the umbrella — teaching computers to act smart.🔧 In practice: Think of AI as the “smart helper” built into your tech. 🟩 Large Language Model (LLM) (Term 2) A type of AI trained on massive amounts of text to understand and generate language.🔧 In practice: The LLM is the engine that powers the smart helper. 🟨 GPT (Term 3) Generative Pre-trained Transformer — the specific type of LLM powering ChatGPT.🔧 In practice: GPT is the engine design — specialized for predicting and generating words. 🟧 ChatGPT (Term 4) The chatbot application built on top of GPT.🔧 In practice: ChatGPT is the car you drive, powered by the GPT engine. 🟥 Prompt (Term 5) The instruction you give to ChatGPT to get an answer.🔧 In practice: Your prompt is the steering wheel — guiding where the car goes. 🔄 The Flow in Action AI → the big field LLM → the type of model GPT → the specific engine ChatGPT → the tool you use Prompt → the way you drive it That’s the foundation of AI in plain English — the what, the how, the tool, and the way you interact with it.
🔄 AI Terms Daily Dose: Weekly Smash Up
3 likes • Dec '25
@Michael Wacht love the way you interconnect all the terms and concepts, specially seeing AI as an umbrella and the car comparison. Really impressed how it's summarized so well in 1-2 phrases so it's accesible to anyone 🙌🤟
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Mike AI Consultant
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Joined Nov 20, 2025
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