AI Wins – Automated positive AI news aggregator

Show HN: AI Wins – Automated positive AI news aggregator

Operating in show hn launch, AI Wins – Automated positive AI news aggregator operates.

Profile

AI Wins curates only positive AI developments. The entire pipeline is automated: story discovery, sentiment filtering, summarization with key takeaways, categorization, and publishing.Stack: Next.js, Tailwind CSS, PostgreSQL. Content pipeline runs via external automated jobs that scan sources, filter for positive sentiment, generate structured summaries, and publish to the database. The app itself is a clean read-only frontend.Eight categories: Breakthroughs, Healthcare, Education, Environment, Accessibility, Research, Creative, Business.Honest limitation: the positive-sentiment filtering isn't perfect yet. Some stories that are more neutral than positive slip through. Still tuning the disco

The company sits in the show hn launch segment, where it competes on its core product or service.

The company is listed at the Show HN launch stage of development.

Website: www.aiwins.news