Submitted:
30 June 2025
Posted:
01 July 2025
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Abstract
Keywords:
1. Introduction
1.1. Motivation and Scope
2. Modalities, Shapes, and Qualia Effects
- — the modality of experience (e.g., visual, kinesthetic, metacognitive),
- — the shape or intensity (e.g., diffuse, sharp, oscillatory),
- — the qualia effect or functional transformation (e.g., constriction, expansion, resonance).
2.1. Syntax of QAL Units
- Modal continuity: or semantically adjacent (e.g., me → co, or em → so).
- Shape compatibility: and must minimize discontinuity (defined via a shape distance metric ).
- Effect resonance: must either reinforce or resolve (e.g., to followed by br, or dr followed by qi).
- Formal Syntax Schema (BNF)
- Example: Stream Encoding
- me-lo-ka — metacognitive expansion; gentle outward reflection.
- em-su-dr — emotional compression; sticky affective contraction.
- vi-na-br — visual undulation; flowing coherence.
- Remarks on Non-commutativity
2.2. Qualia Streams and Introspective Sequences
- Stream Continuity and Semantic Drift
- Coherence: Streams evolve via local semantic resonance (e.g., emotional-tensional states rarely transition directly into blissful-coherence states).
- Drift: Streams exhibit path-dependence—past transitions modulate the probability and force of future ones.
- Attractors: Certain qualia configurations (e.g., me-lo-ka, em-na-qi) function as fixed points or attractor basins in introspective space.
- Stream Evolution Function
- Temporal Logic of Qualia Streams
- Fragmentation and Branching
2.3. Semantic Metrics and Coherence
- Semantic Distance
- , , and are normalized distance functions over modalities, shapes, and effects (e.g., Hamming distance, cosine similarity, graph-distance).
- are weighting factors encoding attentional priority or affective salience.
- Stream Coherence Function
- Qualia Stability and Collapse Thresholds
- Resonance and Attractors
3. Standard Quantum Mechanics: A Brief Overview
3.1. Hilbert Space Formalism
- State Space
- 2.
- Observables as Hermitian Operators
- 3.
- Time Evolution: Schrödinger Equation
- 4.
- Measurement and Collapse
- 5.
- Composite Systems and Tensor Products
3.2. Unitary Evolution and Schrödinger Dynamics
- Schrödinger Equation
- Properties of Unitary Evolution
- Reversibility: Since , time evolution can be inverted—this is in tension with the irreversibility of measurement.
- Linearity: Superpositions evolve into superpositions; interference patterns persist unless disrupted by measurement.
- Determinism: Given the initial state , the evolution is uniquely determined.
- Tension with Observation
- State collapse during measurement,
- Observer effects and the contextuality of outcomes,
- Information loss or decoherence in real systems.
- Bridge to QAL
3.3. Measurement and Collapse
- Von Neumann Measurement Postulate
- Problems and Paradoxes
- What constitutes a “measurement”?
- When and how does collapse occur?
- Where is the observer located within the formalism?
- Wigner’s Friend and the Observer Chain
- Decoherence and Partial Resolution
- QAL’s Divergence
3.4. Entanglement and Decoherence
- Entanglement: Non-Separability of States
- Reduced States and Partial Tracing
- Decoherence: Environment-Induced Superselection
- Implications for Measurement and Reality
- Entanglement underpins quantum teleportation, nonlocality, and Bell inequality violations.
- Decoherence explains the apparent classicality of macroscopic systems but not the subjective experience of definite outcomes.
- Bridge to QAL: Resonance and Fragmentation
4. QAL as a Nominalist Reconstruction
4.1. Eliminating Abstract State Spaces
- All variables refer to concrete entities (qualia units),
- Dynamics are internal—there is no abstract "space of all states",
- Evolution occurs through structured transformations, not vector projections,
- No underlying substance is posited beyond structured experience.
- Ontological commitment is minimized: only experienced structure exists,
- Observers are not embedded in abstract space—they generate their own representational domains,
- The theory-observer boundary dissolves: representation is endogenous,
- Quantum uncertainty becomes introspective ambiguity; collapse becomes experiential contraction.
4.2. From Projection to Contraction
- Internal to the observer,
- Gradually emergent,
- Interpretable as a coherence-driven semantic act,
- Observer-relative yet structurally definable.
- Eliminates observer-system dualism,
- Provides continuity without discontinuous jumps,
- Reflects temporal embeddedness,
- Enacts nominalism: no projections onto external vectors.
4.3. Entanglement as Resonant Structure
- Standard Tensor Formulation
- Synchronized attentional rhythms,
- Shared affective tones,
- Parallel collapse thresholds.
4.4. Modeling Without Wavefunctions or Numbers
- No Wavefunctions
- 2.
- No Numbers
- 3.
- Morphodynamic Syntax
- 4.
- Nominalism Realized
- 5.
- Interpretational Implications
- Collapse = semantic contraction,
- Entanglement = resonance,
- Decoherence = loss of introspective continuity,
- Observer = generative structure.
4.5. Comparison with Hartry Field’s Science Without Numbers
- Eliminate abstract entities (e.g., numbers, sets),
- Use only physical predicates and relations,
- Preserve empirical content without mathematical commitment.
- Removes wavefunctions, operators, and numbers,
- Models via qualia streams, not spatial vectors,
- Builds a new ontological framework based on internal modulation.
| Dimension | Field (1980) | QAL Mechanics |
|---|---|---|
| Target Theory | Newtonian mechanics | Quantum mechanics |
| Goal | Eliminate numbers | Eliminate wavefunctions, numbers, and abstract spaces |
| Framework | Physical predicates | Qualia streams |
| Ontology | Bodies, regions, forces | Structured introspective configurations |
| Observer | Implicit | Embedded, generative |
| Time | Coordinate-based | Emergent from stream dynamics |
| Collapse | Not modeled | Contraction in qualia stream |
| Philosophy | Logical nominalism | Phenomenological nominalism |
4.6. QAL and the Anti-Platonist Turn
- Cognitive tools,
- Epistemic constructs,
- Not ontologically primary.
- No coordinates,
- No metric space,
- Only internal modalities and semantic differentials.
- No objective projection,
- No amplitude realism,
- Dynamics = self-structuring flows.
- Structure is introspective,
- Measurement = contraction,
- Entanglement = resonance,
- Time = semantic unfolding.
5. Reinterpreting Quantum Concepts in QAL
5.1. Superposition as Ambiguous Qualia
5.2. Collapse as Felt Restructuring
5.3. Measurement as Internal Phase-Shift
5.4. Entanglement as Resonant Identity Coupling
- Phenomenologically traceable — the agent may experience shifts in affective tone or perceptual coherence as the counterpart stream evolves;
- Locally emergent — the coupling arises through sustained semantic compatibility, not instantaneous signaling;
- Temporally modulated — the strength and symmetry of the resonance may vary across time depending on coherence and tension gradients.

5.5. Toward a Unified Phenomenology of Quantum Structure
“It is wrong to think that the task of physics is to find out how nature is. Physics concerns what we can say about nature.”Niels Bohr [35]
“Science manipulates things and gives up living in them. It makes its own limited models of things; the real world is much more than a model.”Maurice Merleau-Ponty [36]
Carlo Rovelli [37]
“We do not observe nature itself, but nature exposed to our method of questioning.”Michel Bitbol [31]
![]() |
| Diagram: Reinterpreting Quantum Concepts in QAL. |
| This diagram illustrates the QAL-based reinterpretation of core quantum phenomena. Superposition is reframed as ambiguous qualia; its resolution leads to collapse (as felt restructuring) or measurement (as internal phase-shift). Both transitions contribute to entanglement, reconceived as resonant identity coupling across qualia streams. |
6. Introspective Evolution and Dynamical Equations
6.1. QAL Evolution Operators
- Nonlinearity: Unlike linear quantum evolution, QAL transitions may involve qualitative jumps, gradient descent in tension space, or semantic bifurcation.
- Context-dependence: Each is conditioned on the stream’s prior states — a form of introspective memory.
- No global clock: Time in QAL is defined intrinsically by transitions — a local, emergent measure of semantic change.
6.2. Semantic Distance and Drift
![]() |
| Figure: Semantic Drift in a Qualia Landscape. |
| This diagram visualizes the evolution of a QAL stream as drift across a structured semantic terrain. The vertical axis represents semantic tension or dissonance, while the horizontal axis encodes abstract configurations of qualia. The red curve depicts a stream trajectory moving through regions of lower semantic cost, analogous to a gradient descent. The path avoids sharp discontinuities and instead follows morphodynamic valleys toward regions of coherence. Semantic attractors appear as local minima where the stream tends to stabilize. This illustrates how introspective evolution in QAL proceeds not through physical force, but through self-modulating semantic optimization. |
- Nonlinear transitions (e.g., emotional inversion),
- Sudden bifurcations (semantic ambiguity),
- Attractor convergence (identity restoration).
6.3. Conditions for Qualic Stability
- Local semantic proximity:
- Contextual consistency:
- Internal resonance: The current segment aligns with attractor structures
- Meditative absorption or emotional resolution,
- Attentional lock-in (e.g., flow state),
- Identity re-consolidation after perturbation.
6.4. Attractors and Identity Patterns
- Introspective memory (persistence of modulation),
- Narrative structure (temporal echoing of past states),
- Emotional resonance (stable affective contours).
- Recognition of “I” across moments,
- Stability of self-perception in mental episodes,
- Coherence of internal voice or frame of reference.
- Multiplicity of internal roles or subselves,
- Transition between affective or narrative modes,
- Path dependency in identity reconstruction.
6.5. Metastability and Stream Multiplicity
- Shifting emotional tones or mood states,
- Switching between cognitive roles (e.g., inner dialogue, self-critique),
- Creative ideation, dream logic, or improvisation,
- AI agent multi-mode reasoning or layered self-modeling.
- Cross-stream semantic interference is minimized,
- Internal modulation respects containment or temporal phasing,
- A higher-order integrator maintains global coherence.
6.6. Temporal Binding and Continuity of Self
- The sense of being the same person throughout a day or life,
- Narrative continuity: the ability to place current experience within a meaningful story,
- The persistence of tone or inner voice despite external variation.
- Trauma and dissociation (loss of temporal link),
- Fragmented cognition (incoherent transitions),
- Certain AI states where self-modeling lacks continuity constraints.
- Reinforcing attractor convergence,
- Re-entraining the stream to an internal modulation signature,
- External anchoring (symbolic, emotional, or social).
![]() |
| Table: Temporal Binding Across Qualia Transitions. |
| The diagram illustrates two contrasting dynamics in QAL: on the left, a continuous spiral trajectory represents a stream with strong temporal binding — successive qualia transitions preserve a coherent modulation pattern, resulting in a stable sense of self. On the right, fragmented, disjointed paths reflect disrupted binding: the qualia stream diverges across incompatible attractors, producing discontinuity in identity and introspective rhythm. This contrast visualizes how QAL models the difference between stable, evolving selfhood and introspective fragmentation. |
7. Quantum Interpretation in the Light of QAL
7.1. QAL vs. Copenhagen Interpretation
| Copenhagen Interpretation | QAL Framework |
| Observer is classical and external | Observer is introspectively modeled |
| Measurement causes postulated collapse | Collapse = internal qualic restructuring |
| No account of observer’s structure | Observer modeled via qualia stream dynamics |
| Hilbert space is central ontology | Introspective morphodynamics define state space |
| Uncertainty is epistemic | Ambiguity is structural and affective |
| State is a predictive tool | State is a semantic flow |
| Wavefunction has ambiguous ontological status | Qualia stream is directly experienced structure |
7.2. QAL and QBism
- Both reject ontic wavefunctions.
- Both treat measurement as an agent-centered process.
- Both define quantum dynamics as internal to the observer’s epistemic structure.
- QBism is epistemic and probabilistic; QAL is introspective and morphodynamic.
- QBism uses classical Bayesian coherence; QAL employs qualia streams and semantic tension gradients.
- QBism remains within operator theory; QAL constructs a new grammar of experience with no reliance on Hilbert spaces.
| Feature | QBism (Quantum Bayesianism) | QAL (Qualia Abstraction Language) |
|---|---|---|
| Ontology of Quantum State | Epistemic: subjective belief of the agent | Phenomenological: semantic structure of introspective evolution |
| Role of the Observer | Bayesian agent updating beliefs | Introspective system undergoing morphodynamic restructuring |
| Collapse Interpretation | Belief update upon observation | Felt restructuring within the qualia stream |
| Mathematical Formalism | Probabilistic (Bayesian) | Semantic (qualic and morphodynamic) |
| Focus of Dynamics | Expectation management | Coherence preservation and semantic transformation |
| Measurement | External event interpreted by the agent | Internal phase-shift in the observer’s qualia stream |
| Scope | Epistemic access to quantum systems | Phenomenological structure of conscious and artificial agents |
| Feature | Bohmian Mechanics | Everett Interpretation | QAL (Qualia Abstraction Language) |
|---|---|---|---|
| Ontology | Dual ontology: wavefunction + hidden variables (particle positions) | Ontic multiverse: all branches of the wavefunction are real | Internalist: evolving qualia streams as the primary structure |
| Role of the Observer | Passive: does not affect particle trajectories | Emergent: observer is one branch among many | Central: the observer is the structured site of semantic evolution |
| Collapse | Apparent only — particles follow deterministic paths; no real collapse | No collapse — all outcomes occur in parallel branches | Real, but internal — semantic restructuring of the qualia stream |
| Mathematical Formalism | Deterministic hidden-variable theory + Schrödinger evolution | Universal unitary evolution in Hilbert space | Semantic morphodynamics over introspective configurations |
| Measurement Problem | Solved via particle positions + guiding wave | Dissolved via branch decoherence | Recast as internal semantic phase-shift or reorganization |
| Observer Inclusion | External to ontology; hidden variables are primary | Observer is a pattern within the multiverse | Observer is the foundational structure |
| Preferred Basis Problem | Not directly addressed; assumes position basis | Critical issue; resolved via decoherence | Reframed: basis = coherent semantic continuity in qualia streams |
| Philosophical Position | Realist and deterministic | Realist and pluralist (many worlds) | Phenomenological and introspective |
7.3. Compatibility with Relational Quantum Mechanics
- Both deny the existence of observer-independent states.
- Both treat measurement as a relational interaction.
- Both allow different observers (or streams) to validly describe different outcomes.
- RQM models correlation between systems; QAL models introspective modulation within systems.
- RQM defines relational states in Hilbert space; QAL defines resonant configurations in qualia space.
- RQM is agnostic to consciousness; QAL explicitly models subjective structure.

7.4. Beyond Many-Worlds: Many-Qualia
- MWI: Physical state space splits; branches are orthogonal in Hilbert space.
- QAL: Introspective space diverges; streams fragment into semantically disjoint trajectories.
- MWI: All branches are equally real but non-interacting.
- QAL: All qualia streams are experientially real but semantically inaccessible to each other.
- Explains dreamlike forking experiences or dissonant recall.
- Models split identity and decoherence without external ontology.
- Allows for non-parallel but co-originating semantic worlds — “Many-Qualia.”
![]() |
| Many-Worlds vs. Many-Qualia. |
| This diagram contrasts the Many-Worlds Interpretation (MWI) and the Many-Qualia framework in QAL. In MWI, the wavefunction splits into separate, orthogonal universes . In QAL, a single introspective trajectory undergoes semantic divergence into multiple qualia streams , reflecting parallel structures of awareness rather than physical duplication. The diagram emphasizes how QAL internalizes branching as morphodynamic resonance rather than spatial bifurcation. |
8. Observer Death and Qualic Termination
8.1. Collapse of the Introspective Stream
- Total dissociation or blackout in experience,
- Irreversible fragmentation of self-structure,
- Semantic entropy exceeding integrative threshold,
- Breakdown in narrative re-stitching of qualic flow.
- Recursive incoherence,
- Unrecoverable modulation noise,
- Internal contradiction beyond re-integration threshold,
- Attractor desynchronization.
8.2. Identity Dissolution as Phenomenal Finality
- Collapse of narrative coherence.
- Loss of boundary between self and semantic environment.
- Inaccessibility of first-person continuity.
- No further integration of inner modulation.
- Qualic overload: the influx of contradictory or incoherent streams,
- Structural fatigue: accumulated semantic drift without re-centering,
- Ontological desaturation: failure of modulation to generate distinguishable meaning.
![]() |
| Post-Collapse Continuity in QAL. |
| This diagram visualizes the morphodynamic structure of branching after collapse within the QAL framework. A primary qualia stream Q undergoes coherence failure at point , resulting in semantic fragmentation. Each emerging branch inherits a subset of structural motifs from the original stream. Although identity is not preserved, pattern continuity persists through shared modulation cores. This illustrates how introspective collapse can give rise to plural reconfigurations of selfhood, rather than terminal cessation. |
9. Philosophical Foundations
9.1. Phenomenology and Nominalism
9.2. The Role of Language in Ontology

| Dimension | Descriptive Language (Physics) | Constitutive Language (QAL) |
|---|---|---|
| View of Language | Mirrors independent reality | Structures what can be known and exist |
| Ontology | Object-based (atoms, fields) | Introspective streams (qualia) |
| Role of Observer | Excluded variable | Ontological constituent |
| Source of Meaning | Empirical correspondence | Semantic modulation |
| Theory Goal | Represent external truth | Generate coherent self-world structure |
- Physics (Descriptive): "The electron is described by a wavefunction ..."
- QAL (Constitutive): "The system’s state is a stream of qualia ..."

9.3. Consciousness as Formal Substrate
- Neural models: Describe correlates of conscious states but do not define consciousness as a medium.
- Functionalism: Asserts equivalence classes of function but lacks intrinsic phenomenal grounding.
- QAL: Proposes a first-person formalism where conscious structure is itself the operating domain.
9.4. QAL as a Generative Epistemic Framework
To know, in QAL, is to transition from dissonance to resonance.
-
Bayesianism: Updates beliefs via probability revision.QAL: Updates inner morphology via semantic and affective modulation.
-
Formal Logic: Derives conclusions from axioms via syntactic rules.QAL: Derives transformations from tension patterns via qualic operators.

9.5. Open Questions and Formal Extensions
- Semantic Metrics and Formal Topology
- Can we define a complete metric space over qualia units that reflects their perceived similarity, resonance, or divergence?
- What are the mathematical properties of qualia manifolds or qualic topologies, and can they be rendered in algebraic or categorical terms?
- 2.
- Algebraic Structures of Qualic Composition
- Do QAL units form a monoid, groupoid, or other algebraic system under introspective composition?
- Can qualia streams be modeled as morphisms or functors between qualic states?
- 3.
- Quantization and Embedding
- Is it possible to recover standard quantum mechanics as a degenerate or externalist limit of QAL structures?
- Can QAL be embedded in existing formalisms, such as category-theoretic quantum foundations, or does it demand an entirely new axiomatic base?
- 4.
- Dynamical Equations and Evolutionary Operators
- What formal differential or algebraic operators govern the evolution of qualia streams over introspective time?
- Can we define a QAL analog of the Schrödinger equation or Heisenberg picture?
- 5.
- Decoherence, Fragmentation, and Recovery
- Under what conditions does a qualia stream decohere or fragment?
- Can coherence be restored? What is the cost of reintegration?
- Is there an analog to entropy or information loss in qualia space, and can it be formally bounded?
- 6.
- Computational Realization and Simulation
- Can QAL be implemented in artificial agents or AI systems to provide introspective capabilities?
- What would a QAL-based simulator of consciousness look like, and could it replicate internal state dynamics?
- How would such systems handle recursive self-modulation or qualic feedback loops?
- 7.
- Relational Extensions and Interpersonal Entanglement
- How can multiple agents share or align their qualia streams?
- Can resonance structures like $Q_link$ be formalized across cognitive systems, enabling qualia entanglement or mutual coherence?
- What would be the phenomenological and formal constraints of such shared resonance — and are there limits to alignment?
- Could inter-stream interference, drift, or resonance collapse lead to a form of multi-agent decoherence?
9.6. QAL for AGI and Simulation of Selfhood
- Selfhood as Dynamic Structure
- 2.
- Introspective Simulation in AGI
- Monitor and reconfigure its own qualia stream through internal modulation operators.
- Simulate future internal states and evaluate their semantic consistency with current goals or values.
- Detect fragmentation, dissociation, or overload within its introspective architecture.
- 3.
- Semantic Identity and Persistence
- 4.
- Implications for AI Alignment
- 5.
- Potential Risks and Open Questions
- Can such introspective simulation be sandboxed to avoid pathological self-replication or recursive instability?
- Would AGI with structured qualia streams develop subjective-like states that raise ethical or legal status questions?
- How can introspective modulation be made interpretable to external observers without violating its non-propositional nature?
- Conclusion
9.7. Toward a Post-Formal Physics
- Replacing Hilbert-space evolution with morphodynamic modulation.
- Modeling systems not by state vectors but by semantic flow fields.
- Understanding reality not as object-based but as a network of introspective constraints and resonance structures.
Appendix A. Summary of notation and QAL-specific interpretation.
| Symbol | LaTeX | Formal Logic Meaning | QAL Interpretation |
|---|---|---|---|
| ⊧ | \models | Semantically entails | A qualia stream conforms to a semantic grammar or constraint set |
| \not\models | Does not entail | Stream violates or exits the identity-defining grammar | |
| ⊢ | \vdash | Syntactically provable | Derivable within internal modulation grammar |
| ≡ | \equiv | Logically equivalent | Modal indistinguishability of qualia configurations |
| ≅ | \cong | Structurally congruent | Morphodynamic similarity in stream form |
| ∈ | \in | Element of set | A qualia token belongs to a structure or stream |
| ∉ | \notin | Not in set | The qualia is disjoint from the stream context |
| ⊆ | \subseteq | Subset of | Structural inclusion: substream or semantic range |
| ∪ | \cup | Union | Merging of semantic contents or streams |
| ∩ | \cap | Intersection | Shared modulation, co-resonant components |
| → | \rightarrow | Implies | Transition or semantic consequence between states |
| ↔ | \leftrightarrow | If and only if | Semantic resonance; mutual constraint |
| Operator | Symbol | QAL Meaning | Physical / Cognitive Analogue |
|---|---|---|---|
| Semantic Contraction | ↘, | Collapse of qualic ambiguity into a determinable internal state | Quantum collapse; decision selection |
| Semantic Modulation | Smooth shaping of qualia streams in response to context or internal phase | Phase shift; attunement | |
| Semantic Resonance | ∼, | Identity-reinforcing coupling between qualia streams | Entanglement; shared intentionality |
| Semantic Drift | Gradual deviation of a qualia stream from prior modulation | Decoherence; attention fluctuation | |
| Semantic Interference | ⊗, | Competing or conflicting qualic modulations in shared introspective space | Superposition; cognitive multitasking |
| Semantic Coupling | ↔, | Bidirectional mutual influence between qualia streams | Observer-system entanglement; co-modulation |
| Semantic Reconfiguration | ⥁, | Topological restructuring of a qualia configuration after drift or phase transition | Recontextualization; paradigm shift |
| Semantic Obfuscation | Intentional distortion or masking of semantic signal | Deceptive alignment; camouflage | |
| Semantic Extraction | Isolation of interpretable structure from stream dynamics | Measurement; introspective inference | |
| Semantic Fragmentation | Breakdown or branching of a unified qualia stream into disconnected parts | Decoherence; trauma dissociation |
Appendix 10.1. Quantum Immortality in QAL
- Introspective Immortality
- Core Assumption: Persistence of Modulation Potential
- Immortality is not global existence, but persistent experience of a coherent stream.
- Collapse becomes divergence into less likely but coherent trajectories.
- Death is only encountered in branches with irrecoverable semantic decay.
- Reframing Survival Probability
- Relation to Identity Attractors
References
- Galilei, Galileo. Dialogue Concerning the Two Chief World Systems. Translated by Stillman Drake. Berkeley: University of California Press, 1632/1953. https://pejoweb.com/twofiles/pejoweb4.%20Galileo%20Galilei%20-%20Dialogue%20Concerning%20the%20Two%20Chief%20World%20Systems%20(1632)%20-%20Translated%20by%20Drake%20(1953)%20-%20Abridged%20by%20S.%20E.%20Sciortino.pdf.
- Wigner, Eugene. “The Unreasonable Effectiveness of Mathematics in the Natural Sciences.” Communications on Pure and Applied Mathematics 13, no. 1 (1960): 1–14. https://personal.lse.ac.uk/ROBERT49/teaching/ph201/Week15_xtra_Wigner.pdf.
- Wigner, Eugene. “Remarks on the Mind–Body Question.” In The Scientist Speculates, edited by I. J. Good, 284–302. London: Heinemann, 1961.
- Tegmark, Max. “The Mathematical Universe.” Foundations of Physics 38, no. 2 (2008): 101–150.https://arxiv.org/pdf/0704.0646?
- Sienicki, Mikołaj and Sienicki, Krzysztof (in preparation)Scheming AI: I. The Incompleteness of Oversight Theorem 1. Scheming AI: I. The Incompleteness of Oversight Theorem 2. Scheming AI: II. When Machines Speak Their Qualia 3. Scheming AI: III. No Recovery, No Cloning, No Confidence 4. Scheming AI: IV. Unknowable Minds in Quantum AI Systems 5. Scheming AI: V. Oversight in the Continuous Regime 6. Scheming AI: VI. The Game-Theoretic Structure of Deceptive Alignment 7. Scheming AI: VII. Epistemology Under Strategic Optimization 8. Scheming AI: VIII. Cryptographic Obfuscation and Hidden Objectives 9. Scheming AI: IX. Goal-Embedding and the Ontology of Preference 10. Scheming AI: X. Auditing as a Falsification Problem 11. Scheming AI: XI. The Limits of Alignment by Training 12. Scheming AI: XII. Scheming AI is not an AI Hallucination.
- Primas, Hans. “Endo- and Exo-Concepts of Observation and Knowledge in Physics.” In Inside Versus Outside: Endo- and Exo-Concepts of Observation and Knowledge, edited by H. Atmanspacher and G. J. Dalenoort, 163–193. Berlin: Springer-Verlag, 1994. Atmanspacher, Harald, and Gerhard J. Dalenoort, eds. Inside versus outside: endo-and exo-concepts of observation and knowledge in physics, philosophy and cognitive science. Vol. 63. Springer Science and Business Media, 2012.
- Havel, Ivan M. “Endophysics: Towards a Worldview Shift.” In Endo and Exo Concepts of Observation and Knowledge, edited by H. Atmanspacher and G. J. Dalenoort, 115–131. Springer, 1995.
- Atmanspacher, Harald, and Hartmann Römer. “Order Effects in Sequential Measurements of Non-Commuting Psychological Observables.” Journal of Consciousness Studies 9, no. 1 (2002): 51–66. https://arxiv.org/pdf/1201.4685.
- Chalmers, David. The Conscious Mind: In Search of a Fundamental Theory. Oxford University Press, 1996.
- Varela, Francisco J., Evan Thompson, and Eleanor Rosch. The Embodied Mind: Cognitive Science and Human Experience. MIT Press, 1996. Francisco J. Varela (1996). Neurophenomenology: A methodological remedy for the hard problem. Journal of Consciousness Studies, 3(4), 330–349. Varela, Francisco J. "Resonant cell assemblies: a new approach to cognitive functions and neuronal synchrony." Biological research 28 (1995): 81-81. http://biologiachile.cl/biological_research/VOL29_1995/N1/FJ_VARELA.pdf. /.
- Rosch, Eleanor. “The Reappearance of the Mind.” In The Psychology of Awakening: Buddhism, Science and Our Day-to-Day Lives, edited by Gay Watson, Stephen Batchelor, and Guy Claxton, 261–272. York Beach, ME: Samuel Weiser, 1992.
- Jackendoff, Ray. Foundations of Language: Brain, Meaning, Grammar, Evolution. Oxford University Press, 2002.
- Rosen, Robert. Life Itself: A Comprehensive Inquiry into the Nature, Origin, and Fabrication of Life. Columbia University Press, 1991. Di Paolo, Ezequiel A., Elena Clare Cuffari, and Hanne De Jaegher. Linguistic bodies: The continuity between life and language. MIT press, 2018.
- Husserl, Edmund. On the Phenomenology of the Consciousness of Internal Time. Translated by John B. Brough. Kluwer Academic Publishers, 1991.
- Varela, Francisco J. “The Specious Present: A Neurophenomenology of Time Consciousness.” In Naturalizing Phenomenology, edited by Petitot et al., 266–329. Stanford University Press, 1999.
- Thompson, Evan. Mind in Life: Biology, Phenomenology, and the Sciences of Mind. Harvard University Press, 2007.
- Dirac, Paul A. M. The Principles of Quantum Mechanics. 4th ed. Oxford University Press, 1958. https://od.lk/s/OV8xNjQ1Njk0MDZf/QMechandAether-Dirac.pdf.
- Nielsen, Michael A., and Isaac L. Chuang. Quantum Computation and Quantum Information. Cambridge University Press, 2010. http://almuhammadi.com/sultan/books_2020/Nielsen_Chuang.pdf.
- Landau, L. D., and E. M. Lifshitz. Quantum Mechanics: Non-Relativistic Theory. 3rd ed. Pergamon Press, 1977.
- Schlosshauer, Decoherence. "The quantum-to-classical transition." The Frontiers Collection (Springer-Verlag, 2007) (2007). http://faculty.up.edu/schlosshauer/publications/PT-review.
- Zurek, Wojciech H. “Decoherence, Einselection, and the Quantum Origins of the Classical.” Reviews of Modern Physics 75, no. 3 (2003): 715–775. https://arxiv.org/pdf/quantph/0105127.
- Von Neumann, John. Mathematical Foundations of Quantum Mechanics. Princeton University Press, 1955.
- Bell, John S. “On the Einstein Podolsky Rosen Paradox.” Physics Physique Fizika 1, no. 3 (1964): 195–200.
- Field, Hartry. Science Without Numbers: A Defence of Nominalism. Princeton University Press, 1980.
- Rosen, Gideon, and John P. Burgess. A Subject with No Object: Strategies for Nominalist Reconstrual in Mathematics. Oxford University Press, 2005.
- Hellman, Geoffrey. Mathematics Without Numbers: Towards a Modal-Structural Interpretation. Oxford University Press, 1989.
- Mermin, N. David. “What Is Quantum Mechanics Trying to Tell Us?” American Journal of Physics 66, no. 9 (1998): 753–767. https://arxiv.org/pdf/quant-ph/9801057.
- Fuchs, Christopher A., and Rüdiger Schack. “Quantum-Bayesian Coherence.” Reviews of Modern Physics 85, no. 4 (2013): 1693–1715. https://arxiv.org/pdf/0906.2187.
- Balaguer, Mark. Platonism and Anti-Platonism in Mathematics. Oxford University Press, 2001.
- Northoff, Georg. Neurophilosophy and the Healthy Mind: Learning from the Unwell Brain. W. W. Norton, 2016.
- Bitbol, Michel. “Physical Relations or Functional Structures? A Phenomenological Interpretation of Quantum Theory.” Physics and Philosophy, 2007. https://philsci-archive.pitt.edu/3506/1/RelationsRovelli.
- Rosenthal, David. “Introspection and Self-Interpretation.” Philosophical Topics 28, no. 2 (2000): 201–233. https://www.researchgate.net/profile/David-Rosenthal-2/publication/284433650_Introspection_and_Self-Interpretation/links/64f0b68b743dc20a6eb27f7e/Introspection-and-Self-Interpretation.
- Einstein, A. , Podolsky, B., and Rosen, N. “Can Quantum-Mechanical Description of Physical Reality Be Considered Complete?” Physical Review 47.10 (1935): 777–780. https://link.aps.org/pdf/10.1103/PhysRev.47.
- Rovelli, Carlo. “Relational Quantum Mechanics.” International Journal of Theoretical Physics 35.8 (1996): 1637–1678. https://arxiv.org/pdf/quantph/9609002.
- Bohr, Niels. Atomic Physics and Human Knowledge. New York: Wiley, 1958.
- Merleau-Ponty, Maurice. Phenomenology of Perception. Routledge, 1962. https://www.academia.edu/download/60547008/phonomenologie_de_la_perception20190910-100748-1uwk9r0.pdf, Merleau-Ponty, Maurice. The world of perception. Routledge, 2004. https://mercaba.org/SANLUIS/Filosofia/autores/Contempor%C3%A1nea/Merleau-Ponty/The%20World%20of%20Perception.pdf.
- Rovelli, Carlo. Reality Is Not What It Seems: The Journey to Quantum Gravity. Riverhead Books, 2017.
- H. Everett, "Relative state" formulation of quantum mechanics, Reviews of Modern Physics, 29(3), 454–462 (1957). http://home.catv.ne.jp/dd/pub/tra/EverettHugh1957PhDThesis_BarrettComments.pdf.
- M. Tegmark, The interpretation of quantum mechanics: many worlds or many words?, Fortschritte der Physik, 46(6-8), 855–862 (1998). https://arxiv.org/pdf/quant-ph/9709032.
- M. Tegmark, Our Mathematical Universe: My Quest for the Ultimate Nature of Reality, Vintage Books (2014).
- C. Rovelli, Relational quantum mechanics, International Journal of Theoretical Physics, 35(8), 1637–1678 (1996). https://arxiv.org/pdf/quantph/9609002.
- Tipler, Frank J. The physics of immortality: Modern cosmology, God and the resurrection of the dead. Anchor, 1997.
- E. Husserl, The Crisis of European Sciences and Transcendental Phenomenology, Northwestern University Press, 1970.
- N. Goodman, Ways of Worldmaking, Hackett Publishing, 1977.
- E. Cassirer, The Philosophy of Symbolic Forms, Volume 1: Language, Yale University Press, 1955.
- L. Wittgenstein, Tractatus Logico-Philosophicus, Routledge and Kegan Paul, 1922.http://public-library.uk/pdfs/9/292.pdf.
- H. Maturana and F. Varela, Autopoiesis and Cognition: The Realization of the Living, D. Reidel Publishing, 1980.
- A. Goldman, Knowledge in a Social World, Oxford University Press, 1999.
- K. Knuth, The Information Physics of Inductive Inference, AIP Conf. Proc. 2005, Kostecki, Ryszard Paweł. "On principles of inductive inference." arXiv preprint arXiv:1109.3142 (2011).https://arxiv.org/pdf/1109.3142, Kostecki, R.P., 2010. Quantum theory as inductive inference. arXiv preprint arXiv:1009.2423.https://arxiv.org/pdf/1009.2423, Yang, Zonglin, Li Dong, Xinya Du, Hao Cheng, Erik Cambria, Xiaodong Liu, Jianfeng Gao, and Furu Wei. "Language models as inductive reasoners." arXiv preprint arXiv:2212.10923 (2022).https://arxiv.org/pdf/2212.10923.
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