A medium-sized business stands at a crossroads, with one path leading to a thriving future and the other to obsolescence. In the center of the path is the CAIO.

Why Your Medium-Sized Business Needs a Chief AI Officer

I want to expand on the recent eye-opening piece Why every Fortune 500 business needs a Chief AI Officer (CAIO). Dylan Fox makes it crystal clear that even the giants of the business world can’t afford to rest on their laurels when it comes to AI. If they need a CAIO to stay competitive, you can …

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Introducing Smart Chat: Transform Your Obsidian Notes into Interactive AI-Powered Conversations with GPT-4 & Embeddings

Update: Now with GPT-4 and GPT-3.5 support. Hey there, fellow Obsidian users! I’m excited to introduce you to Smart Chat, an amazing new feature of Smart Connections that will revolutionize how you interact with the notes in your Obsidian vault. If you’re unfamiliar with Obsidian, it’s an incredible note-taking platform that helps you store, manage, and connect your …

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Q&A with ChatGPT + Embeddings – Basic & HyDE Examples

One of the most sought-after AI systems is one where you can easily query a knowledgebase via a ChatGPT-like interface. Basic Q&A with Embeddings Since you can’t fine-tune the newer, more conversational models like the ChatGPT API, embeddings are how you “train” them on your proprietary knowledge base. To create your embedding system, you must …

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Beyond Time Savings: Evaluating the Full Value of AI Systems

With the global AI market expected to reach $1.6 Trillion by 2030, it’s more important than ever to understand how to evaluate the impact and value of AI systems. So, how do you measure the value of an AI system? It’s a complex question, but some key factors can help you determine the valuation of an …

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Maximize Productivity with ChatGPT & Template-driven Conversations

Making the Most of ChatGPT with Templates Is your workday feeling overwhelming? Are you looking for ways to help streamline and optimize the way your team works? ChatGPT can make all this achievable – and it’s easy! All you need are templates. Templates are pre-defined text blocks that allow you to quickly construct messages or …

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The LEGO Bricks Analogy for Building AI Systems

Building with LEGO bricks is a fun and creative activity that allows you to construct various structures by combining different-sized bricks in multiple ways. This same concept applies to the development of artificial intelligence (AI) systems; you can connect different AI models to meet specific requirements, creating an impressive AI system like constructing a LEGO …

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Building a Competitive Advantage (Moat) for AI Start-ups

“Pre-trained model” is the name I will use to refer to AI models made accessible by companies like OpenAI, with capabilities including text, image, and embedding generation. You can contrast these pre-trained models with custom models trained to solve a specific task using “big data.” It’s 2023, and there are still growing start-ups with billion-dollar …

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Common Misconceptions about the Capabilities of ChatGPT & Large Language Models (LLM)

As an entrepreneur and consultant, I’ve spent years designing systems and implementing machine learning (ML) strategies using pre-trained models like those provided by OpenAI. During this time, I’ve talked to many business leaders seeking to improve their businesses with artificial intelligence (AI) and have encountered a few common misconceptions about what Large Language Models (LLMs), …

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