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Live — App Store
KinoLog
A film diary that guesses how much you will like a film before you watch it, and shows you why it thinks so.
KinoLog states a number out loud before you watch a film, and that number is arithmetic, not generation. A content-based nearest-neighbour model runs over your own rated diary — weighting shared directors, writers, cast, subgenre and what the films are actually about — and predicts what you will type, not what the film deserves. Because it is arithmetic it costs nothing, runs in microseconds, and survives the language model being out of credit, which is why the prediction can appear on every card. The language model is handed the finished number and allowed to write the sentence. It is never allowed to produce the value. When you log the film the prediction settles, and the error feeds back as a bias correction — shrunk toward zero and capped at four tenths of a star, so six settled films move it almost not at all.
- Platform
- iOS, Web
- Status
- Live — App Store
- Demonstrates
- Evaluation loops in production
- Launched
- August 2026
