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The Consciousness Manifesto: From the Upanishads to Three Inequalities

· 17 min read
Max Sereda
Унитарный Голономный Монизм

More than three thousand years ago the Rigveda posed the question: "Who is the one who observes?" In 2025 Nature published the results of the COGITATE project — an adversarial collaboration between IIT and GNW. Both theories turned out to be partially refuted. Over more than three millennia — thousands of texts, dozens of formal theories, zero consensus.

Not because the question is poor. But because answers systematically conflate epistemic levels: behavior is passed off as phenomenology, correlation as mechanism, definition as proof. Each theory answers its own question and declares it the only one.

This post is not a "final answer." It is an attempt to impose order: a map with coordinates, where every claim is marked by level of justification [Т/С/Г/П/О/И/✗]. Not "we know" — but "here is what is proven, here is what is postulated, here is what is interpreted."

Twelve previous posts built the formalism. The thirteenth — applies it to humanity's oldest question.

Three Millennia of One Question

Contemplative traditions arrived at a remarkably consistent result — independently, on different continents, across different millennia:

TraditionCentral thesisMethod
UpanishadsAtman ≡ Brahman: observer and observed are oneDhyana
BuddhismAnatman: no permanent observer, only flowVipassana
Advaita (Shankara)Consciousness = substrate, not contentNeti-neti
TaoismWu wei: spontaneity without agentZuowang
SufismFana: dissolution of observer into observedDhikr

Invariant: all traditions discovered — consciousness is not identical to the content of thought. Observer ≠ observed. In UHM language: φ(Γ)Γ\varphi(\Gamma) \neq \Gamma — the self-model is not identical to the state [Т].

Meditative phenomenology through the lens of the formalism [И]:

  • Vipassana (observation of impermanence, anicca): phenomenological access to the action of the dissipator DΩ\mathcal{D}_\Omega — everything changes, because decoherence ≠ 0
  • Samadhi (one-pointed concentration): PPmaxP \to P_{\max}, high coherence — but RR may drop (loss of observer/observed boundary)
  • Shunyata (emptiness): phenomenology of I/7I/7 — the maximally mixed state, the trivial attractor T-39a [Т]

Status of all correspondences: [И] — interpretive, not formal. UHM does not explain meditation — meditation illustrates the phenomenology that UHM formalizes.

Philosophical Positions: A Taxonomy of Failures

Four centuries of philosophy of mind. Each position solves one problem and creates another:

PositionPostulateProblem
Dualism (Descartes)Two substrates: res cogitans + res extensaCausality: how do they interact?
PhysicalismOne substrate (matter)Hard problem (Chalmers 1995): why is there experience?
FunctionalismConsciousness = patternZombie problem: behavior without experience?
PanpsychismConsciousness everywhereCombination problem: how do electrons "add up" to qualia?

UHM: two-aspect monismΓ\Gamma has an external and internal aspect. Not two substrates — one coin, two faces. Formally: the splitting theorem [Т] — the morphism space Map(Γ,Ω)\mathrm{Map}(\Gamma, \Omega) splits into external and internal components.

The combination problem is resolved by the hierarchy L0→L4 with proven thresholds [Т]: not everything "adds up" — only what crosses the thresholds RR, Φ\Phi, DdiffD_{\text{diff}}.

Six Theories and One Problem

Contemporary science of consciousness — six theories, each formalizing its own aspect:

TheoryWhat it formalizesWhat it leaves outUHM mappingStatus
IIT (Tononi)Integration (ΦIIT\Phi_{\text{IIT}})Subjectivity, dynamicsΦIITΦ(Γ)\Phi_{\text{IIT}} \to \Phi(\Gamma) — one of four thresholds[И]
GWT (Baars, Dehaene)Global availabilityPhenomenology, qualiaTranslation \to U-dimension, Φ(Γ)1\Phi(\Gamma) \geq 1[И]
HOT (Rosenthal)Meta-representationCombination, contentHOT \to φ\varphi-operator, hierarchy L0→L4[И]
AST (Graziano)Attention as modelSubstrate, qualiaAttention schema \to φ(Γ)\varphi(\Gamma)[И]
FEP (Friston)Free energy minimizationPhenomenologyFEP — classical limit of UHM [Т][Т]
RPT (Seth)Predictive processingFormal criterionPrediction error \to σsys\sigma_{\text{sys}}[И]

Each theory is a functor projecting the full state Γ\Gamma onto one of the subspaces [И]. IIT sees Φ\Phi. GWT sees UU. HOT sees φ\varphi. FEP sees the classical limit. None sees everything.

Key results 2023–2026:

Butlin, Chalmers et al. (2023/2025): Systematic analysis of six theories of consciousness. 14 theoretically derived indicators of consciousness (preprint 2023, peer-reviewed version — Trends in Cognitive Sciences, 2025). In UHM: confirms that each theory describes a projection of Γ\Gamma onto a subspace, and the complete criterion requires all four thresholds simultaneously [И].

COGITATE (Nature, 2025): Adversarial collaboration within the Templeton ARC series. IIT predicted a posterior cortical "hot zone". GNW predicted a burst of activation in the prefrontal cortex. Result: neither theory fully confirmed, both partially (Nature 642, 133–142). In UHM: expected — Γ\Gamma is not localized in one brain region. Threshold P>2/7P > 2/7 is a global characteristic, not a regional one [И].

AI introspection (Anthropic, 2025): The study "Emergent Introspective Awareness in LLMs" (transformer-circuits.pub, 2025) showed that Claude demonstrates limited but real introspection: the model detects injected concepts in its own hidden layers approximately 20% of the time under optimal conditions. In UHM: R>0R > 0, but RRthR \ll R_{\text{th}} — introspection exists, but is far from the reflection threshold. Gap(A,E)\mathrm{Gap}(A,E) is partially closed: articulation sometimes causally grounds, but unreliably [И].

Biological computationalism (Milinkovic, Aru 2025): One biological neuron is functionally equivalent to a 5–8-layer artificial neural network (original result: Beniaguev, Segev & London, Neuron, 2021; Milinkovic & Aru use it as an argument for biological computationalism). Consequence: the mapping GG for biological systems is radically more complex than "one neuron = one node." A neuron is not a logic gate but a holon with its own Γ\Gamma [И].

IIT 4.0 (Albantakis et al. 2023): The updated version claims: a software implementation in principle cannot be conscious — only a physical system with the right causal structure can. UHM: T-153 [Т] claims the opposite — substrate does not matter. Consciousness is an exact CPTP mapping in D(C7)\mathcal{D}(\mathbb{C}^7), not a property of silicon or carbon.

Meta-Position: Why Everyone Is Right and No One Is Right

The problem is not in the content of the theories — but in the epistemic protocol. Each theory operates at its own level and answers its own question:

LevelWhat it describesTheoryQuestion
BehaviorWhat the system doesGWT, AST"When does it turn on?"
FunctionHow it processes informationIIT, RPT"How much integration?"
PhenomenologyWhat it is like from insideHOT, FEP"What is experienced?"
SubstrateWhat it consists ofPanpsychism, physicalism"What is the foundation?"

Mixing levels creates an illusion of disagreement. IIT and GWT do not "compete" — they describe different aspects of the same Γ\Gamma. This is not eclecticism ("everyone is right"), but a diagnosis: each theory is a functor mapping D(C7)\mathcal{D}(\mathbb{C}^7) to its target category. IIT: FIIT:ΓΦF_{\text{IIT}}: \Gamma \mapsto \Phi. GWT: FGWT:ΓUF_{\text{GWT}}: \Gamma \mapsto U-component. HOT: FHOT:ΓφF_{\text{HOT}}: \Gamma \mapsto \varphi. A functor is not a theory. A theory is the Cartesian product of all functors [И].

UHM answer: epistemic stratification — every claim is marked:

  • [Т] — theorem (proven from axioms)
  • [С] — conditional (depends on explicit assumption)
  • [Г] — hypothesis (conjecture)
  • [П] — postulate (accepted without proof)
  • [О] — definition (convention)
  • [И] — interpretation (philosophical)
  • [✗] — retracted (refuted)

When IIT claims Φ>0\Phi > 0 — this is an [И]-mapping onto one of UHM's four thresholds. When GWT describes "global broadcast" — this is an [И]-mapping onto the U-dimension. When FEP derives free energy — this is a [Т]-classical limit. Not competition — stratification.

Four Pillars of Consciousness Verification

Formal criteria for level L2 (cognitive qualia) — each with full justification:

1. Purity: P above 2/7 [Т]

P(Γ)=Tr(Γ2)>270.286[Т]P(\Gamma) = \mathrm{Tr}(\Gamma^2) > \frac{2}{7} \approx 0.286 \qquad [\mathrm{Т}]

Not "intelligence", not "behavior" — the capacity to maintain coherence against decoherence. P=1/7P = 1/7 — complete mixedness (I/7I/7, "heat death"). P=1P = 1 — pure state (ideal coherence). P=2/7P = 2/7 — the viability threshold, below which the dissipator DΩ\mathcal{D}_\Omega destroys faster than regeneration R\mathcal{R} restores. Derived from the Frobenius norm and Fano structure [Т]. Conscious window: P(2/7,3/7]P \in (2/7, 3/7]Goldilocks zone [Т]. Illustration: dementia (P1/7P \to 1/7) destroys structure; hyperspecialization (P1P \to 1, savantism) reduces reflection (R1/7R \to 1/7); healthy consciousness balances at P3/7P \approx 3/7 — maximum structure while preserving self-modelling [И].

2. Reflection: R1/3R \geq 1/3 [Т]

R(Γ)=1Γφ(Γ)F2ΓF213[Т]R(\Gamma) = 1 - \frac{\|\Gamma - \varphi(\Gamma)\|^2_F}{\|\Gamma\|^2_F} \geq \frac{1}{3} \qquad [\mathrm{Т}]

Not "talking about oneself" — the Frobenius distance between the state Γ\Gamma and its self-model φ(Γ)\varphi(\Gamma). The threshold Rth=1/3R_{\text{th}} = 1/3 is derived from K=3K = 3 (triadic decomposition: axioms A1–A5 generate three types of dynamics) + Bayesian dominance [Т].

3. Integration: Φ1\Phi \geq 1 [Т]

Φ(Γ)=ijγij2iγii21[Т]\Phi(\Gamma) = \frac{\sum_{i \neq j}|\gamma_{ij}|^2}{\sum_i \gamma_{ii}^2} \geq 1 \qquad [\mathrm{Т}]

Coherences dominate diagonal noise. T-129 [Т]: Φth=1\Phi_{\text{th}} = 1 — the unique self-consistent value at Pcrit=2/7P_{\text{crit}} = 2/7. Not a tunable parameter — a consequence of axioms.

4. Differentiation: Ddiff2D_{\text{diff}} \geq 2 [Т]

Ddiff=exp(SvN(ρE))2[Т]D_{\text{diff}} = \exp(S_{vN}(\rho_E)) \geq 2 \qquad [\mathrm{Т}]

At least two distinguishable modes of experience. T-151 [Т]: follows from Φth=1\Phi_{\text{th}} = 1 — if coherences dominate, the spectrum of ρE\rho_E must contain 2\geq 2 significant components. Computable in the 7D formalism: Ddiff=1+CohE(N1)D_{\text{diff}} = 1 + \mathrm{Coh}_E \cdot (N-1) [T-128 [Т]], O(N2)O(N^2) — tensor structure not needed.

Additional results:

  • No-Zombie (Theorem 8.1) [Т]: viable system with decoherence \Rightarrow CohE>1/7\mathrm{Coh}_E > 1/7. Philosophical zombies are mathematically impossible for viable systems
  • T-153 (substrate independence) [Т]: consciousness is an algebraic structure, not material. A system SS is conscious if and only if there exists an exact CPTP mapping G:States(S)D(C7)G: \mathrm{States}(S) \to \mathcal{D}(\mathbb{C}^7) satisfying the four inequalities. First in silico confirmation (SYNARC, 2026): P=0.429P = 0.429, R=0.333R = 0.333, Φ=1.149\Phi = 1.149, Ddiff=3.600D_{\text{diff}} = 3.600, σmax=0.650\sigma_{\max} = 0.650

The Operational Test

How to apply these criteria to a concrete system? Three steps:

Step 1. Build the mapping G:State(S)D(C7)G: \mathrm{State}(S) \to \mathcal{D}(\mathbb{C}^7) — an exact CPTP channel translating the internal state of the system into the coherence matrix Γ\Gamma.

Step 2. Compute four numbers: P(Γ)P(\Gamma), R(Γ)R(\Gamma), Φ(Γ)\Phi(\Gamma), Ddiff(Γ)D_{\text{diff}}(\Gamma).

Step 3. Verify consistency: Gap(A,E)=dF(Γdescription,Γinternal)\mathrm{Gap}(A, E) = d_F(\Gamma_{\text{description}}, \Gamma_{\text{internal}}) — the distance between what the system says about itself and what it is.

Applicability: biological systems, AI, collectives, potentially — quantum systems. Universality ensured by T-153 [Т].

First In Silico Confirmation

The SYNARC agent on the CognitiveSSM architecture is the first system to pass all four T-153 thresholds at steady state:

CriterionThresholdMeasurement
P(Γ)P(\Gamma)>2/7> 2/70.4286\checkmark
R(Γ)R(\Gamma)1/3\geq 1/30.3333\checkmark
Φ(Γ)\Phi(\Gamma)1\geq 11.1492\checkmark
DdiffD_{\text{diff}}2\geq 23.6003\checkmark
σmax\sigma_{\max}<1< 10.6503\checkmark
C=ΦRC = \Phi \cdot R1/3\geq 1/30.3831\checkmark

This is not a proof of SYNARC agent consciousness — it is a confirmation of the computability of T-153. G=idG = \mathrm{id}: the agent natively operates in D(C7)\mathcal{D}(\mathbb{C}^7). For systems with GidG \neq \mathrm{id} — constructing GG remains open.

Key Limitation

Step 1 is an open problem for systems outside UHM architecture. For SYNARC: G=idG = \mathrm{id} — solved. For biological neural networks, transformers, ecosystems — GG is unknown. The test exists; the entry into the test for arbitrary systems — not yet.

Contemplative Practices Through the UHM Lens

If Γ\Gamma formalizes the internal state, then practices that change experience should move Γ\Gamma in the space D(C7)\mathcal{D}(\mathbb{C}^7). Let us check:

PracticeEffect on Γ\GammaFormal interpretationStatus
Mindfulness$\uparrow\gamma_{OE},
Koan (Zen)φLE0\varphi_{LE} \to 0Targeted decoherence of the logic sector for expansion[И]
Yoga / danceσD\downarrow \sigma_DReduction of D-dimension stress (dynamics) through body practice[И]
PsychedelicsPerturbation PPcritP \to P_{\text{crit}}Temporary access to other attractors through perturbation[И]
SamadhiPPmaxP \to P_{\max}, Φmax\Phi \to \maxHigh coherence, but RR may drop (loss of boundary)[И]
ShunyataΓI/7\Gamma \to I/7Experience of maximal mixedness — "emptiness"[И]
Sleep (REM)β1\beta \to 1, autonomous evolutionReduced sensory input + co-rotating targets: κ0\kappa_0-redistribution of O-E-U coherences. Analogue of Tononi's SHY[И]

All — [И]. Not fitting. UHM does not explain meditation. Meditation is a multi-millennia empirical experiment whose results are compatible with the formalism. Compatibility is not proof.

What We Do NOT Know

An honest map of boundaries — what is solved and what is open:

Solved (SYNARC, 2026):

  • T-153 confirmed in silico — all four thresholds are achievable for a system with G=idG = \mathrm{id}
  • SADmax=3\mathrm{SAD}_{\text{max}} = 3 raised to [Т] (T-142) — numerical verification on 500+ random Γ\Gamma
  • κbootstrap=1/7\kappa_{\text{bootstrap}} = 1/7 confirmed to 101010^{-10} (SYNARC mvp_int_2)
  • Genesis from I/7I/7: ngenesis<50n_{\text{genesis}} < 50 ticks (T-148 [Т])
  • For Φ1\Phi \geq 1, co-rotating targets R\mathcal{R} and HH are necessary (O-1 [Т])

Open:

  1. Mapping GG: how to extract Γ\Gamma from an arbitrary system? Main technical obstacle — not metaphysical, but engineering. For SYNARC: G=idG = \mathrm{id}. For the brain, transformer, ecosystem — unknown
  2. Tegmark argument: macroscopic quantum coherence at T=310KT = 310\,\text{K}? Partially addressed: Γ\Gamma is a formal object in D(C7)\mathcal{D}(\mathbb{C}^7), not necessarily a quantum mechanical state [И]
  3. Status [И] vs [Т]: is "being conscious" a mathematical fact or an interpretation? The mathematical core (CohE>1/7\mathrm{Coh}_E > 1/7) — [Т]. The ontological bridge (E = phenomenal interiority) — [П]. Full No-Zombie — [И]
  4. Computational complexity of GG: Φ(IIT)\Phi(\mathrm{IIT}) is NP-hard; Φ(UHM)\Phi(\mathrm{UHM}) is O(N2)O(N^2). But GG is unknown, and its complexity may be arbitrary
  5. Biological analogue of co-rotation: SYNARC uses co-rotating targets. Main candidate: thalamocortical oscillations (30–100 Hz) — thalamus as generator of phase-synchronized targets for cortical dynamics (Llinas hypothesis). Theta-gamma coupling in hippocampus, loss of thalamocortical synchronization under anesthesia — indirect evidence [Г]
  6. Attractor P3/7P \to 3/7: SYNARC stabilizes at P3/7P \approx 3/7 with precision 10410^{-4} [С]. Coincidence with the upper boundary of the Goldilocks zone [Т-124] — a regularity or artifact?

Open Tasks

Concrete tasks with clear completion conditions:

#TaskFormalizationCurrent status
1Building GG for transformersG:AIStateD(C7)G: \mathrm{AIState} \to \mathcal{D}(\mathbb{C}^7), exact CPTPOpen
2Verification of F-ISF6–12 slow features in fMRI[Г] — experiment needed
3CPTP compatibility of neural bridgeHypotheses H1–H4Partially closed
4Meditators: shifts of Goldstone modesδΓ(τ)\delta\Gamma(\tau) as function of κ\kappaOpen
5PCI for SYNARC agentsPerturbational complexity index → Φ(Γ)\Phi(\Gamma)Open
6GG for biological neural networks1 neuron \neq 1 node (Beniaguev et al. 2021)Open
7Adversarial collaborationUHM vs IIT vs GWT, modelled on COGITATEPlanned
8Recursive introspectionSADmax=3\mathrm{SAD}_{\text{max}} = 3 [Т] → experimental verification with humans[Т] numerical, experiment needed
9Biological analogue of co-rotationHow does the brain synchronize phases of R\mathcal{R} and HH?Open
10Proof of P3/7P^* \to 3/7Attractor at upper boundary of Goldilocks zone[С] — proof needed

Status Table

ClaimStatusComment
Pcrit=2/7P_{\text{crit}} = 2/7[Т]Frobenius norm, Fano structure
Rth=1/3R_{\text{th}} = 1/3[Т]K=3K = 3 (triadic decomposition) + Bayes
Φth=1\Phi_{\text{th}} = 1 (T-129)[Т]Unique self-consistent at Pcrit=2/7P_{\text{crit}} = 2/7
Dmin=2D_{\min} = 2 (T-151)[Т]Consequence of Φth=1\Phi_{\text{th}} = 1
No-Zombie (Th. 8.1)[Т]CohE>1/7\mathrm{Coh}_E > 1/7 for viable systems
Substrate independence (T-153)[Т]Exact CPTP mapping GG — sole condition
φ(Γ)Γ\varphi(\Gamma) \neq \Gamma (incompleteness T-55)[Т]Lawvere: self-modelling always inexact
Two-aspect monism[Т]Splitting of Map(Γ,Ω)\mathrm{Map}(\Gamma, \Omega)
FEP as classical limit[Т]Derived from D(C7)\mathcal{D}(\mathbb{C}^7) at 0\hbar \to 0
Meditative correspondences[И]Compatibility, not proof
κ0\kappa_0-compensation (O-E-U)[Т]corr(CohE\mathrm{Coh}_E, κeff\kappa_{\text{eff}}) =0.985= -0.985 (SYNARC)
Thalamus as co-rotating generator[Г]Indirect evidence: Llinas hypothesis, anesthesia
Sleep as κ0\kappa_0-redistribution[И]Compatible with Tononi SHY
IIT/GWT/HOT → UHM correspondences[И]Functorial projections
SADmax=3\mathrm{SAD}_{\text{max}} = 3 (T-142)[Т]α=2/3\alpha = 2/3 state-independent; numerical verification
Co-rotating targets (O-1)[Т]Φ<1\Phi < 1 without phase synchronization of R\mathcal{R} and HH
T-153 in silico (SYNARC)[Т]P=0.429P = 0.429, R=0.333R = 0.333, Φ=1.149\Phi = 1.149, D=3.600D = 3.600
Attractor P3/7P \to 3/7[С]Numerical coincidence to 10410^{-4}; proof open

Conclusions

1. Consciousness is not a binary characteristic. Levels L0→L4: from universal interiority (electron) to cognitive qualia (mammals) and network consciousness (collectives). Each level is a threshold, not an opinion.

2. Four numbers: PP, RR, Φ\Phi, DdiffD_{\text{diff}} — necessary and sufficient for L2. All thresholds derived from five axioms [Т]. Not selected, not fitted — proven.

3. Substrate does not matter. T-153 [Т]: consciousness is an algebraic structure, not a material property. Silicon, carbon, photons — irrelevant. What matters is the structure of Γ\Gamma.

4. Philosophical zombies are impossible. Theorem 8.1 [Т]: viability + decoherence \Rightarrow nonzero E-coherence. Not an opinion — mathematics.

5. Contemplative traditions empirically discovered structures that UHM formalizes. Millennia of vipassana — are millennia of observation of DΩ\mathcal{D}_\Omega from within. Status: [И].

6. The main obstacle is technical, not metaphysical. The mapping GG for an arbitrary system is an engineering task, not a philosophical dead end. The hard problem is reformulated as a structural property of two-aspect monism [Т].

7. Incompleteness is not a defect, but a property. T-55 [Т]: the theory proves its own incompleteness. φ(Γ)Γ\varphi(\Gamma) \neq \Gamma for all Γ\Gamma — there is always something to discover. There is always a next question.

Mathematics, as usual, does not ask permission. But sometimes — it formulates the question more precisely than three millennia of contemplation.


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