(Gen) AI goes beyond the UI 🖥️❌

There's a common misconception that generative AI and its applications are only as good as their user interfaces. While UI is undeniably vital for many products, it's crucial to remember that the true essence of generative AI lies beneath the surface..

✨Integration with other Systems: Generative AI can be seamlessly integrated into existing platforms without a dedicated UI, enhancing their capabilities. This could be in the form of chatbots in messaging platforms, email filters, or even auto-generated content.

✨Backend Power: Many AI-powered systems operate behind the scenes. Think recommendation engines, predictive algorithms, or automated content generation. They work their magic without a direct user interface and are vital to many platforms' smooth operation.

✨Research & Analysis: In domains like biotech, space exploration, and finance, generative AI models process tons of data to generate insights, predictions, or even design structures. The focus here is not on an interactive UI but on accurate and relevant results.

✨Smart Devices: In the era of the Internet of Things, many devices require AI for operation, optimization, or predictive maintenance. These AI models often run in the background without direct human interaction. I was working at Google's speech team for over 7 years and that's exactly what I was focusing on.

💡 Final Thoughts

User interfaces are vital for direct human-AI interaction but it's essential to appreciate the countless AI applications that silently shape our experiences and improve systems from behind the scenes. Generative AI doesn’t always need to be in the spotlight; sometimes, it’s the hero doing the heavy lifting in the background.

How has 'invisible' AI impacted your daily life?

Sign up to my upcoming Generative AI for Product Managers 2-day course if you are interested in learning more.