Radiant develops field-native scholarly programs that test where meaning-manifold claims can survive evidence, criticism, and better explanations.
MMD / Meaning Manifold Dynamics
Beliefs have shape.
Meaning Manifold Dynamics treats a domain of meaning as a changing mathematical object: a structured space shaped by contextual use, relationships among interpretations, and uneven salience.
Starting point
Belief is not weightless.
Beliefs are not just opinions floating in language. They sit inside structures. They relate to one another, carry different weight, resist pressure, and move as evidence, incentives, language, and institutions change.
Meaning Manifold Dynamics, or MMD, asks whether those movements can be described and tested as structured change rather than reduced to isolated words, sentiment scores, or topics. Its central object is a changing space of interpretations, where relationships and uneven salience can be examined over time.
Meaning Manifold Dynamics is not presented by Radiant as an empirically established universal theory. It is a research framework and generative program. For a claim to matter, it must become falsifiable inside the relevant field, with domain-native evidence, competing explanations, and failure conditions.
Where it lives
One framework. Different tests.
MMD provides a common research language. Its claims have to earn their place separately inside each domain where they are tested.
VMA applies Meaning Manifold Dynamics to financial markets through the Financial Market Meaning Manifold.
Radiant is currently organized within InflectAI, Inc., the parent organization. Radiant's public materials are scholarly research materials, not commercial product documentation.
Validation Boundary
A framework is not the same as proof.
Radiant uses MMD to generate field-specific research questions. A biology claim must face biology evidence. A finance claim must face finance evidence. A control-systems claim must face control-systems methods.
Radiant's public record states research questions, publication status, and evidence boundaries. It should be read as scholarly research material, not commercial product documentation.