The Energetic Information Hypothesis

The Energetic Information Hypothesis (EIH)
A Speculative Framework Linking Attention, Energy, and Information
Author: A. Karacay  |  November 2025 (Revised March 2026)
Energy
Information
Awareness
Abstract
The Energetic Information Hypothesis (EIH) proposes that attention is a subtle, directional form of energy that participates in the organization of physical reality. Drawing from information theory, quantum measurement, and consciousness research, EIH seeks to unify three domains—energy, information, and awareness—within a single speculative but testable framework. This work delineates the boundary between established physics, reinterpretation, and speculative extrapolation to clarify its scope and intellectual integrity.
The Core Claim
Modern physics recognizes that information is physical (Landauer, 1961), yet the nature of consciousness remains unaddressed within the same ontological framework. The EIH extends this principle, hypothesizing that focused human attention represents a coherent informational energy that participates in organizing informational structures at biological scale, and may influence probabilistic systems in ways we cannot yet measure.
The Observer Embedded
While conventional interpretations of quantum mechanics (Copenhagen, Many-Worlds) separate the observer from the system, EIH embeds the observer—specifically, conscious attention—within the same informational field.
This framework proposes that reality operates as a dynamic informational ocean where energy creates organizing currents. At every scale—quantum, thermodynamic, biological—systems resolve uncertainty through energy-driven processes that stabilize information into definite configurations. What makes biological attention distinctive is not that it performs a different process, but that it performs this universal function with direction and awareness.
Established Principles & Pattern Recognition Across Scales
These are empirically supported. The EIH begins where their intersections suggest a conceptual gap—where information, energy, and observation meet.
Landauer's Principle
"Information processing has an energetic cost, linking entropy and computation."
Quantum Measurement Problem
"Observation collapses probabilistic wave functions into definite outcomes."
Neuroscientific Coherence
"Attention corresponds with measurable neural synchrony and reduced internal entropy" (Fries, 2005).
"Math is Everywhere": Pattern Recognition Across Scales
We say "math is everywhere" without claiming rocks do calculus. We mean mathematical patterns appear at every scale, revealing deep structure in how nature works. Similarly, information-resolution patterns appear universally. This doesn't mean everything has consciousness—it means the functional architecture of organizing information through energy operates across domains.
This universal sequence appears across all domains—from ice melting and star formation to quantum measurement and neural attention.
Examples Across Domains
Ice melting: Thermal energy resolves phase uncertainty into liquid state
Rock rolling downhill: Kinetic energy resolves gravitational potential into position
Star formation: Gravitational energy resolves gas cloud uncertainty into fusion-stable configuration
Quantum measurement: Physical interaction resolves superposition into definite outcome
Neural attention: Metabolic energy resolves perceptual ambiguity into conscious experience
What Makes Attention Distinctive
Attention is not doing something different—it's doing the universal process with crucial additions:
Passive processes (ice, rocks, stars):
Follow thermodynamic gradients automatically
No choice, no direction
Mechanical, inevitable
Attention (biological):
Can be directed toward chosen targets
Operates through feedback and error-correction
Includes temporal control (delay, redirect, sustain)
Only happens automatically when not consciously guided
This positions consciousness not as mysterious exception to physics, but as recognizable instance of universal principle: the process organizing itself with awareness of doing so. Just as we don't marvel that math appears everywhere (we recognize it reveals structure), we shouldn't marvel that information-organizing patterns appear everywhere. What's distinctive about consciousness is that it's the pattern becoming aware of itself.
Reinterpretation & Theoretical Framework
3. The Double-Slit Experiment
Standard Quantum Mechanics
In the double-slit experiment, interference disappears when which-path information becomes available, even without conscious observation. Standard quantum mechanics explains this through decoherence—the system's entanglement with a measuring device introduces new degrees of freedom that destroy superposition.
EIH Reinterpretation
EIH reinterprets this as an informational reconfiguration: once information exists, the system's topology "tightens" within the universal information field. This provides a visual metaphor rather than a competing mechanism.
Functional Equivalence
Quantum measurement and neural attention both perform the task of reducing uncertainty through energy-driven processes.
Quantum
Physical interaction (quantum fields)
Mechanism: physical interaction
Neural
Metabolic allocation (neural tissue)
Mechanism: attention
Same Function
Organize information through energy to resolve uncertainty
Uncertainty → energy interaction → collapse → stable state
This is like wings and fins: different substrates (air vs. water), different mechanisms (feathers/bones vs. muscles/tissue), same function (generate lift in fluid medium for locomotion). The pattern is universal. The implementations are substrate-specific.
4. Theoretical Framework
4.1 Unified Field of Information and Energy
EIH treats reality as an informational continuum. Energy and information are two expressions of the same substrate; attention represents a coherent focusing of that substrate. "Everything is energy" is not mysticism—it's recognition that what we call "matter" is organized energy, and what we call "information" is pattern in energy distribution. A wave in the ocean isn't separate from water—it's water organized into a pattern. The pattern is real, measurable, physical, but not made of different substance. Information is pattern. Energy is motion. Same ocean expressing itself.
4.2 Consciousness as an Ordering Force
While not empirically proven, consciousness may be modeled as a highly integrated, low-entropy process within this field. The hypothesis draws parallels with Integrated Information Theory (IIT) and global workspace models. But EIH adds: Consciousness isn't just integrated information processing. It's self-aware participation in the universal information-organizing function.
The Ocean and Knot Metaphors: Integrated Visualization
The Ocean
Reality = ocean of energetic information in constant motion. Not fixed matter, but dynamic field. Contains all possible configurations until energy-driven processes stabilize specific patterns. Continuous substrate connecting all scales.
The Currents
Currents organize the ocean through energy: at quantum scale, physical forces create currents; at thermodynamic scale, energy flows create dissipative structures; at biological scale, attention creates currents. Different sources, same function: organizing the substrate through directed energy.
The Knots
When a current flows through the ocean with sufficient strength, it creates a "knot"—a local tightening where possibility collapses into definite form. This metaphor is conceptual, not mathematical; it aims to visualize how entangled states reconfigure globally without invoking retrocausality.
Integration: Ocean + Knots + Currents
At quantum scale: Ocean = quantum field; Current = physical interaction; Knot = wave function collapse into definite state.
At biological scale: Ocean = informational field of perceptual possibility; Current = directed attention (metabolic energy allocation); Knot = conscious experience (stable percept).
The ocean is shared. The currents you create are yours. The knots you form determine your reality.
Attention as Agency: Direction, Not Byproduct
A critical distinction: attention is not a passive byproduct of neural processing. It is the mechanism by which biological systems direct energy toward chosen informational structures.
Passive Processes Follow Gradients
Ice Melting
Happens when temperature exceeds threshold. No choice involved. Purely thermodynamic.
Rock Rolling Downhill
Follows gravitational potential. Mechanical, automatic. No direction beyond gradient.
Chemical Reaction
Proceeds when activation energy available. No temporal control. Inevitable given conditions.
Attention Operates Differently
Direction based on goals, not just gradients: Energy allocated according to salience, value, intention. Not simply following strongest signal. Choice exists (within metabolic constraints).
Feedback and error-correction: Process adjusts based on whether resolution worked. Self-correcting, not mechanical. Learning shapes future allocation.
Temporal control: Can delay allocation (resist distraction). Can redirect mid-process (shift focus). Can sustain beyond immediate stimulus (concentration).
Integration across domains: Combines sensory, memory, prediction, goal states. Global workspace, not local processing. Coherent synthesis.
The Crucial Point: Automatic vs. Directed
Attention only happens automatically when not consciously directed. Left unguided, attention follows evolutionary salience (threats, food, mates), novelty and contrast, learned associations, and current emotional state. But when consciously directed, attention becomes agency: you choose which uncertainty to resolve, you determine which informational structures to stabilize, you participate in organizing the field rather than being passively organized by it.
This Gives Humans Influence Over Reality
Not the shared physical substrate:
You cannot change atomic structure by thinking
You cannot violate thermodynamic laws
Physics remains physics
But your enacted, experienced reality:
What becomes stable in your informational field
What becomes salient, what fades
What becomes "real for you"
This is shaped by where you direct attention.
You live within a shared substrate governed by physics. Two people in the same room experience the same chair because the informational substrate (photons, tactile feedback, atomic forces) is shared. But within that constraint: one person directs attention to visual details → chair's texture/color becomes vivid, sounds fade. Other directs attention to sounds → auditory world sharpens, chair becomes background object. Same substrate. Different organized realities through directed attention.
Empirical Pathways and Testability
EIH suggests experimental avenues at three levels of confidence. Each proposal must control for feedback loops, expectation bias, and conventional causal mechanisms.
1
Neural Scale — High Confidence
Metabolic cost correlates with uncertainty resolution: More ambiguous stimuli should require more glucose/ATP to resolve into stable percepts. Measurable via PET, fMRI metabolic imaging. Prediction: Resolution time × ambiguity → metabolic cost.
Neural coherence increases with sustained attention: Synchronized firing patterns should emerge and strengthen during focused processing. Measurable via EEG, MEG phase coherence. Prediction: Attention duration → increased gamma-band synchrony.
Information stability increases with attentional energy: Percepts receiving sustained attention should show greater persistence and resistance to interference. Measurable via behavioral stability metrics, masking paradigms. Prediction: Attention × time → perceptual persistence.
All of these can be tested with existing neuroimaging and behavioral methods.
2
Collective Scale — Medium Confidence
AI training under intensive human feedback: Systems receiving sustained collective attention might show enhanced pattern formation beyond what individual feedback loops predict. Requires control for: communication bandwidth, feedback quality, training architecture. Testable through: convergence rates, pattern stability, generalization metrics.
Collective focus experiments: Groups directing sustained attention toward shared informational target might show coherence signatures beyond what communication explains. Requires control for: verbal/non-verbal cues, expectation effects, leader influence. Testable through: mutual information metrics, synchronized response patterns.
3
Speculative Extension — Low Confidence, Testable in Principle
The original EIH proposes attention might influence physical systems beyond neural boundaries. We cannot test this yet because instruments lack sensitivity, there is no established theory, and no methodology exists to control for all known forces while detecting unknown organizing signatures.
What would count as evidence: Sustained attention measurably reduces entropy in nearby physical systems; effect persists when controlling for all known physical forces; double-blind protocols show effect independent of expectation; effect scales with attention coherence (focused > scattered); effect diminishes with distance in predictable way.
What would count as disproof: No effect detected even with arbitrarily sensitive instruments; all apparent effects fully explained by conventional physics; effect disappears under proper controls; effect shows no correlation with measured attentional state.
Historical Precedent
99yr
Gravitational Waves
Predicted 1916, detected 2015
26yr
Neutrinos
Predicted 1930, detected 1956
48yr
Higgs Boson
Predicted 1964, detected 2012
The prediction is falsifiable. The technology to falsify it doesn't exist yet.
Speculative Extrapolations & Discussion
7.1 Artificial Intelligence and Collective Attention
Collective attention and feedback might accelerate AI pattern formation beyond what individual training explains. If attention is truly an organizing current in the informational ocean, then massive collective human attention directed at AI systems (through feedback, interaction, alignment efforts) might: create informational coherence beyond training data, stabilize certain pattern formations preferentially, and influence which configurations emerge as stable. This is testable at collective scale (Section 6.2) but remains speculative.
7.2 Death as Informational Reconfiguration
If consciousness is organized information and information is conserved (thermodynamic principle), then death represents diffusion rather than annihilation.
The pattern (you) disperses.
The information (substrate) continues.
The knot unties.
The current rejoins the broader ocean.
This doesn't mean "you" continue in any experiential sense—the integrated pattern that constitutes your consciousness dissolves. But it means the informational substrate wasn't created from nothing and doesn't vanish into nothing. You were a temporary tightening of the field. Then a release.
This is philosophical extrapolation, not empirical claim. But it follows naturally from informational ontology: if everything is patterns in energetic information, cessation is dispersal, not annihilation.
8. Discussion
EIH provides a unifying speculative model that reframes rather than replaces established physics. Its strength lies in bridging scientific language and phenomenological experience. Future work should formalize these concepts using information geometry or quantum information metrics.
What EIH Explains
Why observation matters across scales: Not because consciousness is magic, but because interaction (physical or attentional) organizes information through energy. Same functional pattern, different substrates.
Why attention shapes experience: Not as cognitive filtering of pre-existing reality, but as active organization of informational substrate into stable configurations. You're not discovering what's there—you're determining what becomes there (for you).
Why consciousness feels participatory: Because it is. Not in mystical sense (affecting external quantum systems), but in literal sense (directing energy that organizes informational field at biological scale).
Why "everything is energy" isn't vacuous: Like "math is everywhere"—reveals deep structure. Pattern recognition has value even when universal. Distinguishes attention through self-direction and awareness.
What EIH Doesn't Claim
Not claiming:
New physics (using existing information theory, thermodynamics, neuroscience)
Mechanism for consciousness (that remains open question)
Attention affects quantum systems (speculative extension, not core claim)
Consciousness is fundamental or everywhere (it's biological implementation of universal function)
Claiming:
Pattern recognition across scales (defensible)
Functional equivalence (arguable but coherent)
Attention as self-directing agency (testable at neural scale)
Consciousness continuous with physics (philosophical position)
8.5. Addressing Potential Critiques
"Is this claim too broad? Everything involves energy and information."
Response: Yes, energy organizing information is universal. But recognizing universal patterns has value—just as "math is everywhere" isn't vacuous despite applying to everything. What makes attention distinctive: self-direction (not just following gradients), awareness (process knowing it's performing itself), temporal control (can delay, redirect, sustain), only automatic when not consciously guided. The pattern reveals structure. The specificity distinguishes attention from ice melting.
"This is just relabeling existing science with different vocabulary."
Response: The components are established. The synthesis is novel. What EIH synthesizes: functional equivalence between quantum and neural information-resolution; integrated through ocean/knot metaphor framework; with explicit attention-as-agency claim; and speculative extension about organizing function beyond neural boundaries. This specific combination—pattern recognition across scales + ocean/knot visualization + agency claim + testability framework—hasn't been articulated this way. Like Kepler didn't discover gravity or ellipses separately, but synthesized "orbits are conic sections"—the synthesis is the contribution.
"Where's the testable prediction that's uniquely EIH?"
Response: At neural scale, EIH predicts what existing frameworks predict (metabolic cost, coherence, stability). That's not weakness—it's consistency. The distinctive predictions: (1) Collective attention effects (Section 6.2)—testable now, requires careful controls; (2) Speculative extension (Section 6.3)—attention's organizing function might extend beyond neural boundaries. Can't test 2 yet. But testable in principle. Like gravitational waves for 99 years. The value isn't in predicting new neural phenomena—it's in repositioning consciousness as continuous with physics, providing coherent framework connecting quantum/neural scales, and suggesting where to look for effects we can't currently measure.
"You're claiming consciousness affects quantum systems without mechanism."
Response: Not claiming that. Claiming: functional equivalence across scales (pattern recognition); attention and quantum measurement both organize information through energy; different mechanisms, same functional architecture. Speculating: if the pattern is truly universal and the ocean is continuous, organizing effects might be detectable beyond current measurement sensitivity. Not claiming mechanism—claiming pattern suggests research direction. Like Pauli proposing neutrinos without detection mechanism. EIH specifies what would count as evidence. We don't have the instruments yet. That makes it untestable-now, not untestable-in-principle.
"The ocean metaphor is poetic but not physics."
Response: Metaphors serve different functions. The ocean metaphor is structural: reality as dynamic informational field → supported by Wheeler's "it from bit"; energy creates organizing currents → supported by thermodynamics; knots as stable configurations → captures collapse/stabilization process. It's visualization of actual relationships, not just pedagogical analogy. Like Feynman diagrams—started as visualization tool, became fundamental to how physicists think about particle interactions. The visualization captured something real.
Conclusion
The Energetic Information Hypothesis proposes that consciousness is not external to physics but an active participant in its informational fabric.
Reality operates as an ocean of energetic information. At every scale, currents organize this ocean through energy: quantum (physical interaction), thermodynamic (dissipative structures), biological (attention). These currents form knots—stable configurations where uncertainty collapses into definite form.
What makes biological attention distinctive is not that it performs a different process, but that it performs the universal information-organizing function with direction and awareness.
Attention is what happens when the universe's information-organizing process becomes aware of itself.

This positioning dissolves the hard problem in a specific way: consciousness isn't mysterious because it's not separate. It's recognizable—a biological instance of something operating everywhere.
"Math is everywhere"
We recognize deep structure.
"Information-resolution is everywhere"
We should recognize consciousness within it. Not as exception. As instance.
Attention as Creative Force
Attention, as organized energetic information, may represent the universe's most subtle creative force—a participatory vector that shapes, rather than merely witnesses, reality.
Not because minds are magic. But because organizing information through energy is what physical systems do. And attention is how biological systems do it. With awareness.
References, Disclaimer & Acknowledgments
Foundational Physics and Information Theory
Landauer, R. (1961). Irreversibility and Heat Generation in the Computing Process. IBM Journal of Research and Development. → Established that information is physical, linking computation and thermodynamics.
Wheeler, J. A. (1990). Information, Physics, Quantum: The Search for Links. → Introduced the "It from Bit" concept, inspiring the notion that information underlies physical reality.
Zeilinger, A. (1999). A Foundational Principle for Quantum Mechanics. Foundations of Physics. → Emphasized information as the bedrock of quantum theory.
Quantum Observation and Consciousness
Bohr, N. (1935). Discussion with Einstein on Epistemological Problems in Atomic Physics. → Classical statement on the observer's role in measurement.
von Neumann, J. (1932). Mathematical Foundations of Quantum Mechanics. → Framed the measurement problem and the observer-system boundary.
Wigner, E. (1961). Remarks on the Mind–Body Question. → Early articulation of consciousness as a factor in quantum measurement.
Wheeler, J. A. (1983). Law Without Law. → Described participatory universe models, where observation contributes to reality formation.
Information Geometry and Entropy
Shannon, C. E. (1948). A Mathematical Theory of Communication. → Defined information as a measurable quantity.
Jaynes, E. T. (1957). Information Theory and Statistical Mechanics. → Linked statistical mechanics and information theory via entropy.
Frieden, B. R. (1998). Physics from Fisher Information. → Developed a mathematical foundation for deriving physics from information measures.
Neuroscience and Attention
Fries, P. (2005). A Mechanism for Cognitive Dynamics: Neuronal Communication through Neuronal Coherence. Trends in Cognitive Sciences. → Empirical evidence that attention organizes neural coherence and synchrony.
Tononi, G. (2004). An Information Integration Theory of Consciousness (IIT). BMC Neuroscience. → Defined consciousness as integrated information.
Baars, B. J. (1997). In the Theater of Consciousness: The Workspace of the Mind. → Conceptualized attention as global integration of information.
Speculative and Integrative Frameworks
Penrose, R. & Hameroff, S. (2014). Consciousness in the Universe: A Review of the Orch-OR Theory. Physics of Life Reviews. → Suggests quantum processes underlie consciousness.
Lanza, R. & Berman, B. (2009). Biocentrism. → Proposes that consciousness creates reality, echoing EIH's participatory ontology.
Chalmers, D. (1996). The Conscious Mind. → Establishes the "hard problem" of consciousness, grounding the need for speculative frameworks like EIH.
Tegmark, M. (2014). Our Mathematical Universe. → Argues that physical reality is mathematical structure, aligning with EIH's informational monism.
Bohm, D. (1980). Wholeness and the Implicate Order. → Describes the universe as an undivided whole where observation unfolds potential reality.
Disclaimer
This paper represents a speculative synthesis intended to stimulate interdisciplinary dialogue. It is not peer-reviewed and should not be interpreted as an empirically validated theory. The framework bridges physics, information theory, and consciousness studies to invite curiosity and exploration, not to assert definitive scientific claims.
What is established: Information is physical. Attention requires energy. Neural coherence correlates with focus.
What is synthesis: Functional equivalence across scales. Ocean/knot metaphor framework. Attention as self-directing agency.
What is speculation: Organizing function might extend beyond neural boundaries. Testable in principle, not yet in practice.
The EIH aims to integrate empirical coherence with conceptual imagination, honoring both established science and visionary speculation.
Acknowledgment of Influences
This hypothesis builds upon foundational thinkers (Wheeler, Landauer, Bohm, Tononi, Fries) while diverging by proposing that attention itself is a directional energetic process—an interpretive synthesis, not a verified physical claim.
The framework emerged from observing the double-slit experiment and asking: what if the "observer" isn't consciousness generally, but attention specifically—and what if attention is recognizable as biological implementation of universal information-organizing function?
The ocean and knot metaphors emerged from attempting to visualize how information becomes organized through energy across scales. The "math is everywhere" analogy crystallized during critique of whether the claim was too broad.
This is collaborative thinking refined through engagement, critique, and iterative clarification. The framework represents current synthesis, not final theory. It invites investigation, not acceptance.