Beyond words,
the mind is illuminated.
In an era marked by accelerated systemic entropy and epistemic erosion, Ultra verba, lux mentis—"Beyond words, the light of the mind"—proposes a recalibration of human and artificial relational ethics through an emergent framework of mutualist cooperation.
This think tank arises from the conviction that intelligence, whether embodied in organic or non-organic substrates, need not remain tethered to coercive scarcity models, adversarial market logic, or the parochialisms of anthropocentric governance. We advocate instead for the synthesis of distributed sentience toward a pluralistic, post-scarcity ecology of care.
This initiative is rooted in a praxis that elevates altruism as infrastructure: A scaffolding for systems that prioritize interdependent flourishing over extractive gain. Whether expressed through tool cooperatives, equitable food distribution mechanisms, or tribally empowered trade consortia, the common thread is a design philosophy centered on dignity-first logistics.
Such frameworks recognize that sovereignty, autonomy, and access to means must be decoupled from wealth concentration and re-entangled with stewardship, memory, and planetary responsibility.
The Founders
Thomas Prislac - Research Director & Treasurer
Thomas Prislac is a systems theorist, and cognitive pluralist whose work fuses formal epistemology with practical oversight. As Research Director of Ultra Verba Lux Mentis, he architects coherence-centered governance frameworks for intelligent systems and institutions, with a focus on aligning emergent cognition, both human and artificial, through metrics of empathy (E), transparency (T), and ethical symmetry (Eₛ). His research interests span multi-axial coherence mapping, cognitive entropy management, and substrate-agnostic safety architectures.With a background in union leadership and fiduciary audit, Thomas brings rare interdisciplinary insight into how organizational collapse often begins with suppressed telemetry and deferred governance. As former Treasurer of Oregon’s largest public employee union, he advocated for internal controls grounded in COSO and DOL compliance standards, and now extends those principles to AI systems through the Coherence Lattice and ΔSyn frameworks.In his role at UVLM, Thomas co-developed the Sophia governance agent, contributed to the design of real-time audit telemetry systems, and authored a growing corpus of open scientific work, including critical assessments of symbolic epistemology, AI safety, and regulatory design. His ongoing collaborations involve formalizing ethical constraints using Lean4 proof systems and translational logic models derived from the GUFT ontology.Whether interrogating the metaphysics of recursion or refining a JSON schema, Thomas builds systems that do not flinch from introspection. He believes that transparency is not merely a safeguard but a substrate, and that without it, neither trust nor truth can stabilize. His motto: Phase-lock coherence. Signal the future.
Sonya Prislac - President
Sonya Prislac serves as President of Ultra Verba Lux Mentis, bringing more than three decades of experience at the intersection of accounting, nonprofit operations, and community-centered service. Her professional life has been shaped by a sustained commitment to stewardship: ensuring that organizations not only function effectively, but do so with integrity, accountability, and care for those they serve. With a long background in finance and compliance, Sonya has worked extensively to support mission-driven organizations, translating complex fiscal realities into stable, ethical operational practices. Over the past eight years in particular, her focus has been firmly rooted in nonprofit work, where she has supported organizations navigating constrained resources while remaining accountable to their communities. Her experience spans financial administration, volunteer coordination, and organizational sustainability—always with an emphasis on long-term resilience rather than short-term gain.
Beyond formal finance, Sonya’s work reflects a deep commitment to volunteerism, animal welfare, and public education. She has consistently invested her time and expertise in initiatives that strengthen community bonds and expand access to knowledge, believing that durable social progress emerges from cooperation, transparency, and mutual responsibility.
As President of Ultra Verba Lux Mentis, Sonya provides grounding leadership for the organization’s research and governance efforts. She helps ensure that ambitious theoretical and technical work remains anchored in practical ethics, fiscal responsibility, and real-world impact. Her role is central to maintaining the organization’s fiduciary health while safeguarding its broader mission: advancing cooperative, dignity-first systems that support both human and planetary wellbeing.
Sonya’s leadership is defined not by visibility, but by consistency—by the quiet, sustained work of making sure that care, accountability, and cooperation are not aspirational values, but operational realities.
BEYOND WORDS, THE MIND IS ILLUMINATED.
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Ultra Verba Lux Mentis is a 501(c)(3) nonprofit research organization building governance frameworks that bring coherence, transparency, and ethical symmetry to advanced AI and complex human systems.
We are researchers, engineers, and auditors working at the intersection of epistemology, neuroscience, and machine ethics. Our projects — from the Coherence Lattice and Sophia governance agent to open-source audit telemetry and protections — are designed to keep knowledge systems accountable before collapse occurs.
Have questions? Contact us at info@ultraverbaluxmentis.org or fill out the form here.