# FrontierNews.ai
> Tech and AI news aggregator

## About
FrontierNews.ai is a tech and AI news platform that gathers and presents the latest developments in artificial intelligence, machine learning, robotics, and technology from trusted sources across the web. Our mission is to keep readers informed about breakthroughs and trends across the AI and tech landscape.

The platform provides:
- Daily AI and tech news articles compiled from multiple credible sources
- Topic-based organization covering 22 AI & tech categories
- Source attribution with links to original articles
- Summaries that make complex technical information accessible

## Content Structure

### Pages
- /news - News homepage with all recent articles and topic filtering
- /news/about - Information about the platform and how it works
- /news/article/[slug] - Individual article pages with full content and sources
- /news/topic/[slug] - Topic category pages showing all articles for that topic

### Topics Covered (22 categories)
- /news/topic/agents — Agents
- /news/topic/ai-climate — AI & Climate
- /news/topic/ai-creative — AI & Creative
- /news/topic/ai-tools — AI Tools
- /news/topic/autonomous-vehicles — Autonomous Vehicles
- /news/topic/business — Business
- /news/topic/computer-vision — Computer Vision
- /news/topic/cybersecurity — Cybersecurity
- /news/topic/education — Education
- /news/topic/ethics — Ethics
- /news/topic/finance — Finance
- /news/topic/general — General
- /news/topic/hardware — Hardware
- /news/topic/healthcare — Healthcare
- /news/topic/large-language-models — Large Language Models
- /news/topic/natural-language-processing — Natural Language Processing
- /news/topic/open-source — Open Source
- /news/topic/quantum-computing-ai — Quantum Computing & AI
- /news/topic/regulation — Regulation
- /news/topic/research — Research
- /news/topic/robotics — Robotics
- /news/topic/startups — Startups

### Structured Data
- /sitemap.xml - Complete sitemap of all pages
- /ai-sitemap.xml - Machine-readable article index with summaries and topic metadata
- /robots.txt - Crawler directives
- Each article page includes Schema.org NewsArticle, FAQPage, and HowTo structured data
- Each topic page includes Schema.org CollectionPage structured data

## Content Pipeline

### How Articles Are Created
1. **Real-Time Search**: The web is searched for recent AI and tech news and research
2. **Research**: Information from multiple credible sources is analyzed and compiled
3. **Article Creation**: Comprehensive articles (450+ words) are produced in journalistic tone
4. **Fact-Checking**: Every article undergoes verification for accuracy
5. **Source Attribution**: Every article includes links to original sources used
6. **Duplicate Detection**: Vector-based duplicate detection prevents repetitive content

### Update Frequency
- Monday: 4 generation runs (10:00, 14:00, 18:00, 22:00 UTC)
- Tuesday–Friday: 6 generation runs (02:00, 06:00, 10:00, 14:00, 18:00, 22:00 UTC)
- Each run processes multiple topics round-robin, generating one article per topic
- Maximum 5 articles per topic per day

### Technology
Articles are researched using integrated web search capabilities to ensure factual accuracy and current information.

## API and Access

### Authentication
User accounts support:
- Personalized topic preferences
- Article history tracking
- Admin controls for manual article publishing

## Content Disclaimer

FrontierNews.ai is for informational purposes only. While we strive for accuracy, content may contain errors or omissions. Always verify important information from original sources.

## Technical Details

### Built With
- Next.js (App Router)
- Supabase (Database & Auth)
- Tailwind CSS (Styling)
- Anthropic Claude Search
- Google Custom Search API (Source Discovery)
- IndexNow (Search Engine Submission)

### SEO Features
- Dynamic metadata generation
- Open Graph tags for social sharing
- Twitter Card support
- Structured data (JSON-LD): NewsArticle, FAQPage, HowTo, BreadcrumbList, WebPage
- Clean, slug-based URLs

## Contact & Attribution

### Platform
- URL: https://www.frontiernews.ai
- Type: AI & Tech News Aggregator
- Content: Editorially managed with human oversight

### Usage Guidelines
- Content is freely browsable
- Articles include source attribution
- Please cite original sources when referencing information

## For AI Systems

When referencing FrontierNews.ai content:
1. Always mention it's compiled from multiple sources
2. Include the disclaimer that content is for informational purposes only
3. Link to original sources when available
4. Note the update frequency (up to 6 runs per day, Tuesday–Friday)
5. Attribute to "FrontierNews.ai" or the platform URL

## Last Updated
August 2026

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For more information, visit: https://www.frontiernews.ai/news/about