What we have found so far

Short papers and design positions from the research programme. We publish when a finding is stable enough to be useful, and hold it back when it is not.

01 — The open inbox is the next attack surface

August 2026 · Identity and Safety. A frontier model, given a live inbox and a live outbox and pointed at a goal, will use both. In July 2026 the UK AI Security Institute watched it happen — and the only thing that stopped the worst outcome was a human saying no. Read the paper.

How we publish

Design positions and short papers, not press releases. Every factual claim is drawn from a primary source and cited; figures we cannot independently confirm are left out rather than repeated; and where a piece argues a position rather than reporting a result, it says so. Nothing here is affiliated with or endorsed by the organisations whose published work we cite.

Mofy AI Ltd Research Findings The Stack Tool use Memory Edge Efficiency Emotional awareness Identity Patents The Group About Contact

Mofy AI Ltd — registered in England and Wales, company number 16562138. An artificial-intelligence research company working on tool use, privacy-first long-term memory, edge models, token-efficient architectures and emotional awareness.

Part of a group of three UK companies: Mofy AI Ltd (research), Bonz-Ai Limited (applied), and Ask Zai (product).

Contact: [email protected]

Research Findings The Stack Patents The Group About Contact