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Project documentation

Personal news app.

By Sofia Kolchanova

This project is a personal news app for busy professionals who want to stay informed without emotional overload.

Overview

This project is a personal news app for busy professionals who want to stay informed without emotional overload. It clusters coverage from multiple sources and generates a calm wire-style summary with per-claim provenance so users can verify what they read. The system includes prompt constraints and an evaluation gate to catch hallucinated sources, copied text, and summaries that do not meet quality thresholds before they reach users.

At a glance

Project
Personal news app
Built by
Sofia Kolchanova
One-liner
This project is a personal news app for busy professionals who want to stay informed without emotional overload.
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