Cover image for AI That Knows You: The Future of Personalized Recommendations

AI That Knows You: The Future of Personalized Recommendations

Back to Home

Welcome to Day 5 of 12 Days of Exploring AI! Over the next few days, we're embarking on an exciting journey: building an AI-powered restaurant review app that adapts to you—your preferences, your mood, and your context. Today, we'll explore where this journey is headed, why this matters, and the powerful AI techniques underneath it all.

Where Is This Going?

Imagine this: Every day, you're a little different. Some days you want a cozy restaurant for a date, while other days you're looking for a quick bite after work. You don't want to sift through endless reviews or search results to find the perfect spot—you just want the right answer, right now.

This is what we're building: an app that analyzes restaurant reviews and gives you exactly what you need based on your preferences, your context, and what others have said. But this concept goes much further than restaurants—it's about creating AI assistants that truly know you and can adapt to your changing needs.

The Future: AI That Knows You Completely

We're heading toward a future where AI acts as your personal assistant, one that:

  • Understands your preferences across different areas of life.
  • Knows the context of your day (e.g., who you're with, what mood you're in).
  • Pinpoints exactly what you need—whether it's restaurant recommendations, travel plans, or even suggestions for your next workout.

It's not about overwhelming you with options. It's about making your decisions easier, faster, and better tailored to you.

What's Underneath This?

This vision is powered by three key AI techniques:

  • Data Compression: AI can take vast amounts of unstructured data (like restaurant reviews) and distill it into concise, actionable insights.
  • Seeker Prompts: These are used to extract specific information from large datasets. For example: "Find reviews mentioning vegetarian options."
  • Action Prompts: These trigger the next step in the workflow, like showing you the top 3 restaurants that match your criteria.

What's Next?

Tomorrow, we'll share the first demo of our restaurant app—showcasing how AI transforms review data into personalized recommendations. It's the first step in building an assistant that understands you completely.

How Does This Translate to You?

This approach isn't just for restaurants—it's a framework you can use in many areas:

  • Customer Reviews: Summarize what customers are saying about your business, highlighting trends like satisfaction with service or recurring issues.
  • Emails and Documents: Quickly find the most relevant information in long email threads or files, saving time and cutting through clutter.
  • Product Recommendations: Analyze user behavior and preferences to make personalized suggestions that drive engagement and sales.

👉 How could this translate to your business or daily life? We'd love to hear your suggestions and ideas for AI-powered solutions.

Stay tuned for tomorrow's demo, and thank you for joining us on this journey of exploring AI's possibilities!