Community Intelligence

Submit Intelligence

Found an AI research paper, report, or article that should be on our radar? Submit it here. Every submission passes through our multi-layer security pipeline before reaching the intelligence feed.

5-Layer Security Scan

Every submission is scanned for prompt injection, data poisoning, and malicious content.

AI-Quarantine Protocol

Flagged content is quarantined and never shown to our analysis AI until manually approved.

Rate Limited

Submissions are rate-limited per IP and email to prevent abuse.

Share What You've Found

All fields marked with * are required. Your email is used for accountability and rate limiting only.

Direct link to the AI research paper, article, or report. Must be publicly accessible.

Disposable email addresses are not accepted.

Helps us assess content provenance and quality signals.

0/1000

What happens after you submit:

  1. URL is validated for safety (SSRF prevention, protocol checks)
  2. Content is fetched and scanned for prompt injection patterns
  3. AI-powered data poisoning detection analyzes the content
  4. LLM security agent performs deep content safety analysis
  5. If all checks pass, content enters the review queue
  6. Flagged content is quarantined — it never reaches our AI systems

By submitting, you confirm this is a legitimate AI-related resource.

Frequently Asked Questions

What types of content can I submit?

AI research papers, whitepapers, industry reports, technical blog posts, and news articles related to artificial intelligence, machine learning, enterprise AI strategy, AI governance, and AI implementation.

Why do you need my email?

Your email is used for accountability and rate limiting only. We do not send marketing emails, newsletters, or share your email with third parties. It helps us prevent abuse and maintain submission quality.

What is prompt injection and data poisoning?

Prompt injection is when someone embeds hidden instructions in content to manipulate AI systems. Data poisoning is when content is crafted to bias or corrupt AI analysis. Our security pipeline detects both and quarantines flagged content.

What happens if my submission is flagged?

Flagged submissions are quarantined and never shown to our analysis AI. A human reviewer will examine the content. If it's legitimate, it will be manually approved and published to the feed.

How many submissions can I make?

You can submit up to 5 URLs per hour per IP address, and up to 10 per hour per email address. This prevents abuse while allowing genuine contributors to share multiple resources.

Want to explore the intelligence feed? View AI Intel Dashboard