Research & Practice

We are practitioners. Our thinking turns into things that can be used: skills for agents and for the interfaces of large language models, frameworks, and software.

Current projects

• PapoNox — Our software lets blind and partially sighted users work professionally in the music production software Logic on macOS.
  • Prototype complete
  • Submitted to the netIdee Call 2026 (opens in a new window) (response expected autumn 2026)
  • Letter of intent with the Austrian Federation of the Blind (opens in a new window) for field testing
• Click — Once finished, our software will let blind and partially sighted users work professionally in any kind of application on macOS.
  • In development
• Drift Limiter — Everyone has seen it: the AI leaves the actual task and starts to drift. We built something that makes this drift visible and brings the AI back to what it was asked to do.
  • Working prototype
  • Release planned for late August 2026
• Value-card analysis — What we analysed: how evenly are the “values” weighted that shape how an AI behaves?
  • Analysis complete
  • Results to be published in late August 2026
  • Enquiries from AI labs about collaboration are welcome