AI agent for reading fast and learning new language
Transparent macOS desktop pet reads books and translates screens using OpenAI Realtime.

One-tap word lookup while reading beats flashcard-only apps.
Language learners, students
Duolingo · Readlang · LingQ
Reading: leveled texts (CEFR A1-C2) or AI generated texts on a topic of your choice. Tap on any word when you read it to add it directly to your vocabulary! Writing: generate and/or compose an essay on a custom essay prompt, and receive AI feedback on structure, errors and an estimated essay level. Vocab: words that you save are used for spaced-repetition exercises (Flashcards, Match pairs, Fill-in Blanks, etc.).
For the generation and essay feedback, I used OpenAI, and for front and back I used Next.js + Postgres. But it's early and there is much I have yet to do. Here are two things I'm totally unsure about and would love to hear HN's thoughts on:
Quality of the AI essay feedback depends a lot on language, tuning prompts per language is harder than I thought. Unit economics: each essay check/retext creation is an API call and people want a language app to be cheap. Not quite sure of the sustainable pricing.
I am polyglot and speak a few languages myself, so this is very much a tool that I created out of my own frustration. This is as much feedback as they can get, and every "this already exists, it's called X" is welcome.
Transparent macOS desktop pet reads books and translates screens using OpenAI Realtime.
Phone sensors map to vocabulary—shake for earthquake, smile for happy.
Duolingo alternative with persistent AI tutor—but no clear advantage over existing paid platforms.
Clean language learning app but Readlang and LingQ already do this.
Duolingo leagues already do ELO-ranked language learning with bigger content libraries.
Session memory and auto-vocab capture beat stateless chatbots, but Duolingo Max and Speak exist.