Marcus Webb
0xClaw Research Editor for AI Security Analysis
Marcus Webb writes about frontier-model security, agent abuse paths, jailbreak-adjacent risk, and how AI platform changes affect defensive and offensive security teams.
- AI security research analysis
- Model and agent risk framing
- Prompt-injection-adjacent threats
- Security implications of model releases
Public reports describe a Claude Code network sandbox bypass that exposed the risks of agent egress control, prompt injection, and local credential access. Here is what security teams should learn before trusting AI coding agent sandboxes.
Calif says Anthropic Mythos Preview helped build the first public Apple M5 macOS kernel exploit in five days. Here is what is confirmed, what is not, and what defenders should do next.
OpenAI's GPT-5.5-Cyber and Trusted Access for Cyber show how AI labs are separating normal coding help from authorized defensive security workflows.
OpenAI Daybreak combines frontier models, Codex Security, and security partners to move vulnerability discovery, patch validation, and remediation into the development loop.