# ShortSpan.ai

> AI security news and research distillation platform. Converts cutting-edge AI research papers into accessible, security-focused editorial articles.

ShortSpan.ai is an AI-powered newsroom covering AI security threats, defenses, and research. It ingests academic papers from arXiv (cs.AI, cs.CR, cs.LG) and curated RSS feeds, scores them for relevance, and publishes editorial articles with human-in-the-loop quality gates.

## Content

- [Homepage](https://shortspan.ai/): Featured and recent articles (last 30 days)
- [Archive](https://shortspan.ai/archive.html): All articles grouped by month
- [Lab](https://shortspan.ai/lab.html): Proof-of-concept implementations and technical demos
- [Opinion](https://shortspan.ai/opinion.html): Editorial opinion pieces on AI security topics
- [About](https://shortspan.ai/about.html): Mission, editorial stance, and team
- [Search](https://shortspan.ai/search.html): Semantic search across articles and research papers
- [RSS Feed](https://shortspan.ai/feed.xml): Latest articles in RSS 2.0 format
- [Sitemap](https://shortspan.ai/sitemap.xml): Full URL listing

## Topics

Articles are categorized into six areas:

- **Attacks**: Adversarial attacks, jailbreaks, prompt injection, model exploitation
- **Defenses**: Safety mechanisms, alignment techniques, guardrails, detection methods
- **Agents**: Autonomous AI agents, tool use, agentic security risks
- **Pentesting**: AI-assisted penetration testing, red teaming, vulnerability discovery
- **Enterprise**: AI governance, compliance, risk management, corporate AI security
- **Society**: Societal impacts of AI, policy, regulation, workforce effects

## Sources

Content is derived from peer-reviewed and pre-print academic research, primarily from arXiv. Each article links to its original source paper. The site also covers selected posts from security research blogs (Trail of Bits, Google Security Blog, OpenAI, Anthropic, Future of Life Institute).

## Contact

- Email: admin@shortspan.ai
- Website: https://shortspan.ai