Now
Right now I’m building Aira — a system for interpreting communication and clarifying response.
The focus is not generation, but correctness: outputs that identify signal, intent, and appropriate action in a way that holds.
What I’m doing now
Current focus and direction.
Current focus
- Tuning interpretation outputs for reliability
- Defining constraints that prevent overreach
- Building a system that can be used repeatedly without correction
How I’m working
Constraints guiding the work.
Constraints I’m honoring
- Clarity over novelty
- Small surface area
- Durability over speed
- Simple defaults; fewer knobs
- No interpretation beyond what can be supported
Non-goals
- Performative intelligence
- Overconfident outputs
- Systems that require constant correction
- Complexity without improved accuracy