Arik Shimansky

I work on how systems make sense of incomplete worlds.

I investigate how organisms, persons, artificial systems and institutions transform incomplete signals into meaningful evaluation, coherent attention and adaptive action—and how, through this process, they construct both a self and the world available to that self.

The work moves between scientific theory, computational systems and commercial practice. These are not separate interests, but different expressions of one continuing inquiry.

Portrait of Arik Shimansky
Arik Shimansky

One inquiry, several scales

Partial signals acquire significance. Significance organises attention. Attention becomes action.

01

Organisms and consciousness

How temporal constraints, biological needs and incomplete processing may give rise to valence, conscious evaluation and integrated selfhood.

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02

Artificial cognitive systems

How memory, provenance, goals, attention, uncertainty and action can be organised into persistent personal cognitive architectures.

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03

Institutions and collective action

How organisations construct what they can recognise as credible, risky or actionable when a new reality no longer fits existing structures.

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An evolving research programme

The question has changed as the work has developed.

2023

PQM and the hard problem

An early proposal connected low-level physical mechanisms with predictive processing, affect and evolutionary delay. Presented at The Science of Consciousness, Taormina.

2026

Temporal constraint and valence

A theory-agnostic account in which unresolved temporal pressure creates the evolutionary need for early, felt survival-value assessment.

Official conference abstract →

From formal systems to lived institutions

A route through science, finance, technology and climate.

Formal training in mathematics, physics and quantum chemistry was followed by a career across institutional finance, investment, technology ventures, climate systems and complex commercial work. The sectors changed, but a recurring pattern remained: consequential situations contain fragmented signals, competing models and boundaries between systems.

Mathematics & physicsQuantum chemistryInstitutional financeTechnology & climateArtificial cognitive systemsConsciousness & selfhood
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The common concern is how to reason and act before the world has become fully legible.