Back

PDF title

An AI discovery partner that asks before it recommends.

Lore

2026

100%

Attach a PDF file or paste a PDF link in the component settings.

tldr

Context

Developed as part of my capstone project for Stanford’s "Building AI Products" course.

Concept

Lore is a speculative AI entertainment platform that helps people discover what to watch based on their mood, interests, and the experience they want.

Role

Concept creator, research, interaction design, prototyping and testing.

Question

Can a short conversation find what someone wants to watch faster than browsing rows?

Learnings

People liked talking to it more than scrolling. They also missed the one feature meant to earn their trust.

Overview

Starting with a feeling.

Sometimes you know how you want a movie to feel before you know what movie you want.

Lore starts with that uncertainty. Someone can ask for “something suspenseful,” answer a clarifying question, and receive a small set of recommendations with an explanation for each.

I wanted to understand how that exchange might work on a television, where people might move between speaking into a remote and selecting something on screen.

Sometimes you know how you want a movie to feel before you know what movie you want.

Lore starts with that uncertainty. Someone can ask for “something suspenseful,” answer a clarifying question, and receive a small set of recommendations with an explanation for each.

I wanted to understand how that exchange might work on a television, where people might move between speaking into a remote and selecting something on screen.

Back

Let’s chat