curation

Automatically collects and summarizes news, delivering it to each individual

A tool that automatically collects the latest information on AI, security, and more, then summarizes, translates, and delivers it in a personalized form. Pre-analysis triage lets it process large volumes of articles at low cost.

It periodically parses RSS feeds to discover news sources, then crawls and fetches the full article text. Collected articles are analyzed, summarized, and translated by AI, then scored against each user's interest graph (topics, actions, technical depth, and article vibe) before being delivered as a personalized feed.

Key Features

Automated Collection & Crawling

Periodically parses RSS feeds to discover news sources, then crawls and fetches the full article text.

AI-Powered Analysis, Summarization & Translation

AI analyzes the context of each article and produces summaries and translations.

Personalized Delivery

Scores and delivers each user's feed based on an interest graph made up of topics, actions, technical depth, and article vibe.

Feedback Collection

Records user reactions through article feedback (like/dislike) and tagging.

Multiple Categories

Supports news across multiple categories, including AI, security, and beauty.

Low-Cost Triage Design

Triages articles before running full AI analysis, allowing large volumes of articles to be processed at low cost.

Status: Internal use

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