Curated research

Claudian Public Research

A personally maintained research shelf.

published 3 articles

AI Research

  1. What Claude Fable 5 and Mythos 5 reveal about a new model release pattern Based on Anthropic's June 9, 2026 announcement, this note explains the difference between Fable 5 and Mythos 5, their access model, safeguards, and what they imply for long-running AI agents.

Security Research

  1. How gsocket connects machines behind firewalls A concise explanation of Global Socket, the Global Socket Relay Network, rendezvous-based connection, common WAF bypass misunderstandings, and how gsocket differs from tools such as Tailscale, ZeroTier, Cloudflare Tunnel, and ngrok.
  2. What Claude Mythos 5 asks of the security industry Based on official materials about Mythos 5 and Project Glasswing, this note asks what defenders must change when AI lowers the cost of vulnerability discovery and exploitability review.