Owain Mogford

A replication of Prompt Injection as Role Confusion (2026) and why the mechanistic story of prompt injection is harder to pin down than it looks. Epistemic status: I reproduced the direction of the paper's main results on a single consumer GPU (it was faithful in direction but not like for...

There has been a long history of conversation about the harm and potential dangers of AI assistants roaming the internet freely; early this year, one Austrian's vibe-coding weekend changed this from a theoretical to a very practical concern. In a post-openclaw world, there is a wealth of examples of agents...