EmbeddingGemma 2: an open, lightweight multimodal embedding model
deepmind.google·6d ago
AI Engineering
Hacker News·23d ago·5 min read
How Hacker News ranking works: scoring, controversy, and penalties (2013)
TL;DR
Hacker News ranks articles using a scoring system that incorporates upvotes, submission time, and penalties for controversy. This system can significantly alter an article's visibility, often leading to unexpected shifts in ranking.
✦ Why It Matters
Consider reviewing your article titles and sources to avoid automatic penalties on platforms like Hacker News.
Key Takeaways
- Avoid controversial titles to prevent automatic penalties.
- Track comment counts to anticipate ranking drops.
- Analyze article sources for potential penalties.
- Use data analysis tools like Python for insights.
How It Works
Hacker News uses a scoring formula that combines upvote scores with time since submission and applies penalties for articles deemed controversial. Articles with more comments than upvotes face a significant penalty, which can lead to a rapid decline in their ranking.
The system aims to promote healthy discussions by demoting articles that may incite flamewars.