Old retrieval-augmented generation systems used to feel a biiit stiff. You’d ask a question. You will wait. And then, you get an answer. It did work, but it somehow didn’t “feel” like what a conversation sort of is..

When I wrote Grokking GenAI: Multimodal Reasoning with Gemini last year, multimodality felt like a breakthrough. An agent that could read text, look at images, listen to audio, and understand code already felt futuristic. But over the past year, something has changed.

Imagine you’re trying to plan a trip to Hawaii. You’ve got a few pictures of beautiful beaches, a list of things you want to see, and a rough budget in mind. How do you pull it all together? You might browse travel blogs, compare prices, and even watch videos of the islands. You’re using different kinds of information – pictures, text, and video – to make sense of your trip.