Generative AI: A Must-Know for Business Leaders!
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Generative AI: A Must-Know for Business Leaders!

Let’s chat about this transformative trend that’s been making waves in the tech world and could very well change the face of many industries: generative AI. Don’t worry, we’re keeping it light with no tech jargon overload!

Picture generative AI as an artist. Instead of paint and canvas, it uses data and algorithms. Its main goal? To create something new. Whether it’s a piece of music, a design, or even a piece of text, generative AI takes what it knows and spins out something new and unique.

I remember reading ‘Choose Your Own Adventure’ books years ago. You’d decide the path, and the story would unfold accordingly. Generative AI works in a somewhat similar way. It’s given a lot of examples (data), learns from them, and when asked, it generates a new ‘story’ (output) based on the choices it thinks are best from what it has learned.

At the heart of generative AI is its neural network, a design inspired by our brain's intricate web. Imagine teaching someone to recognize a cat. You’d show them many pictures of cats. After seeing enough examples, even if you show them a cat picture they’ve never seen before, they’d likely recognize it as a cat.

Neural networks operate similarly but with data. They "learn" by processing vast amounts of information and then make educated guesses on new, unseen data. There are a couple of notable terms you might encounter in this AI domain:

  • GANs (Generative Adversarial Networks): Think of it as a friendly duel. One segment creates something (like an image), while another part tries to guess if it’s real or AI-generated. This iterative process refines the creator AI, improving its ability to generate realistic outputs.
  • Transformer Models: These models focus on sequences - think sentences or chronological data. I'm sure you’ve?heard of ChatGPT or similar chatbots. They utilize transformer type models to generate text that mirrors human conversation, drawing from their extensive textual knowledge.

So, why should business leaders and those outside of technology roles be concerned? Well, generative AI isn't just fancy tech jargon - it's a practical tool:

  • Design & Content Creation: Picture having an AI collaborator, brainstorming designs or strategy with you.
  • Product Development: AI can simulate and predict a product's look or function even before the prototype is created.
  • Personalization: Deliver unique user experiences powered by AI-driven insights.
  • Research & Development: Accelerate experiments and explore scenarios that might be too pricey or time-intensive for humans.
  • Employee Productivity: Use AI not just to automate routine tasks, but also to provide data-driven insights, enhancing decision-making and strategic initiatives throughout your enterprise.

Think of AI as the latest addition to your business arsenal, designed to amplify human creativity and efficiency. The real magic isn't in the tool itself, but in how we use it. Even a basic understanding can open up innovative strategies and solutions for your business.

Cheers!


Raphael Afaedor

Co-Founder & CEO @ Kyosk.app (Kyosk Digital Services) | MBA, Engr., MSc.

1 年

Big congrats Nuku!

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