kaspAIr
Tools and a space for thought for deliberate decisions in a world shaped by AI.
Read the position paperWho
I work on the question of what remains for human judgement when machines can do everything faster — and what software must look like that does not replace this judgement, but exercises it.
From this question, a tool family, a reference architecture and a scientific paper have emerged. Everything below is open, freely accessible and keeps growing.
The tool family
Phronesis is not software, but a stance served by four open tools. Each steps in at precisely the point where a fundamental operation of human judgement tips over in practice.
Perceiving change, bringing the new to light — without letting perception already become judgement.
Instance: ALETHEIA Radar
Preserving knowledge, protecting identities — the statement and the person are two different things.
Instance: pseudonymisation layer
From conversation to structured outcome — a method is the crystallised judgement of many.
Instance: HERMES PIA · kennora (in progress)
Making perspectives visible, giving reasons for decisions — Kairos + Aion, the right moment within the whole of time.
Instance: KAIRON Dashboard
Publications
The foundational texts on the tool family and the reference architecture. All open, all under my own name.
A stance and four tools for deliberate decisions in a world shaped by AI. A synthesis of the five manifestos.
One stance, four tools, eleven norms and a chain that turns them into code — the map of the whole work.
Thirteen principles and ten prohibitions from which every tool architecture in the suite is derived — with declared anchoring.
A legal analysis of where AI may improve efficiency in criminal justice — and where individual culpability, fair-trial guarantees and accountable human responsibility impose limits on automation.
A scholarly treatment on the structural reservation of human occasions for judgement. The text will be made openly accessible once complete.