Measurement instruments that make IVO dynamics visible — in systems, in behaviour, in the field.
Records IVO states over time. Enables reflection and comparison — session by session, moment by moment.
This is a prototype. Feedback is welcome — send a message via info@design-by-authenticity.org
Declares IVO morphologies and maps them to expected marker profiles. Live emergence becomes visible — declared structure meets observed signal.
This is a prototype. Feedback is welcome — send a message via info@design-by-authenticity.org
A real-time visualisation that translates physiological or behavioural input into a readable IVO state. Order becomes visible.
Research Challenge
Break it. Measure it. Explain why this stabilizes.
The IVO Feedback Laboratory is not intended to prove a theory. It is an experimental environment for observing how simple interacting dynamics behave under changing conditions.
This is a prototype. Feedback is welcome — send a message via info@design-by-authenticity.org
Measurement is never neutral. Every instrument makes something visible — and every visibility has structure.
The instruments here are designed to keep that structure transparent: what is being measured, from which position, and with what effect on the system itself.
What appears as distinction. Not meaning, but observation.
Asymmetry that becomes visible as movement, direction, or tension.
That within which something can appear, move, or organise itself.
These documents are part of an ongoing independent research programme. They describe methods, hypotheses, and pilot designs. Publication does not imply completed validation.
v0.3 — Working Paper
Defines the validation sequence for IVO: notation reliability → field behaviour → actuator calibration. Introduces the research logic, three independent streams, and the rationale for their order.
v0.1 — First empirical measurement
Pilot study testing whether observers consistently read IVO notation across backgrounds. 8–15 participants, 25 stimulus clips, four observer groups. Measures Fleiss' κ per notation layer and identifies symbol boundary zones.
The framework archive records the source structure behind the research instruments: prior art, citation reference, and the formal point of origin for the I·V·O research programme.
Open Zenodo archive doi.org/10.5281/zenodo.18049710