01
Incident reconstruction
When an agent does something nobody can account for, we rebuild what it did from records it did not write. How a rebuild works.
Machine actionopen to human examination.
Arkna helps people understand and challenge what AI systems do.
Why Arkna exists
When software can issue a refund, use personal information or act on someone’s behalf, people need a way to examine what it did.
A fluent explanation does not settle that question. The evidence may sit across several systems, and some of it may never have been recorded. Understanding an action depends on knowing what was observed and what remains unknown.
What we do
02
Research
We publish on whether machine action can be examined after the fact, and by whom. The work uses primary sources and states the limits of what they establish.
Capability and limits
A rebuild covers the records that exist and that we can reach. It states what remains unknown and does not certify safety or compliance.
Keith Cheng
Founder
When something goes wrong, someone has to say what happened. More and more of what happened happened somewhere they cannot see.
Company details
- Founded
- Sydney, 2025
- Registered name
- ARKNA PTY LTD
- Contact
- info@arkna.ai