The Consciousness Manifesto: From the Upanishads to Three Inequalities
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:
| Tradition | Central thesis | Method |
|---|---|---|
| Upanishads | Atman ≡ Brahman: observer and observed are one | Dhyana |
| Buddhism | Anatman: no permanent observer, only flow | Vipassana |
| Advaita (Shankara) | Consciousness = substrate, not content | Neti-neti |
| Taoism | Wu wei: spontaneity without agent | Zuowang |
| Sufism | Fana: dissolution of observer into observed | Dhikr |
Invariant: all traditions discovered — consciousness is not identical to the content of thought. Observer ≠ observed. In UHM language: — 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 — everything changes, because decoherence ≠ 0
- Samadhi (one-pointed concentration): , high coherence — but may drop (loss of observer/observed boundary)
- Shunyata (emptiness): phenomenology of — 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:
| Position | Postulate | Problem |
|---|---|---|
| Dualism (Descartes) | Two substrates: res cogitans + res extensa | Causality: how do they interact? |
| Physicalism | One substrate (matter) | Hard problem (Chalmers 1995): why is there experience? |
| Functionalism | Consciousness = pattern | Zombie problem: behavior without experience? |
| Panpsychism | Consciousness everywhere | Combination problem: how do electrons "add up" to qualia? |
UHM: two-aspect monism — has an external and internal aspect. Not two substrates — one coin, two faces. Formally: the splitting theorem [Т] — the morphism space 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 , , .
Six Theories and One Problem
Contemporary science of consciousness — six theories, each formalizing its own aspect:
| Theory | What it formalizes | What it leaves out | UHM mapping | Status |
|---|---|---|---|---|
| IIT (Tononi) | Integration () | Subjectivity, dynamics | — one of four thresholds | [И] |
| GWT (Baars, Dehaene) | Global availability | Phenomenology, qualia | Translation U-dimension, | [И] |
| HOT (Rosenthal) | Meta-representation | Combination, content | HOT -operator, hierarchy L0→L4 | [И] |
| AST (Graziano) | Attention as model | Substrate, qualia | Attention schema | [И] |
| FEP (Friston) | Free energy minimization | Phenomenology | FEP — classical limit of UHM [Т] | [Т] |
| RPT (Seth) | Predictive processing | Formal criterion | Prediction error | [И] |
Each theory is a functor projecting the full state onto one of the subspaces [И]. IIT sees . GWT sees . HOT sees . 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 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 — is not localized in one brain region. Threshold 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: , but — introspection exists, but is far from the reflection threshold. 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 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 [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 , 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:
| Level | What it describes | Theory | Question |
|---|---|---|---|
| Behavior | What the system does | GWT, AST | "When does it turn on?" |
| Function | How it processes information | IIT, RPT | "How much integration?" |
| Phenomenology | What it is like from inside | HOT, FEP | "What is experienced?" |
| Substrate | What it consists of | Panpsychism, 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 . This is not eclecticism ("everyone is right"), but a diagnosis: each theory is a functor mapping to its target category. IIT: . GWT: -component. HOT: . 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 — 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]
Not "intelligence", not "behavior" — the capacity to maintain coherence against decoherence. — complete mixedness (, "heat death"). — pure state (ideal coherence). — the viability threshold, below which the dissipator destroys faster than regeneration restores. Derived from the Frobenius norm and Fano structure [Т]. Conscious window: — Goldilocks zone [Т]. Illustration: dementia () destroys structure; hyperspecialization (, savantism) reduces reflection (); healthy consciousness balances at — maximum structure while preserving self-modelling [И].
2. Reflection: [Т]
Not "talking about oneself" — the Frobenius distance between the state and its self-model . The threshold is derived from (triadic decomposition: axioms A1–A5 generate three types of dynamics) + Bayesian dominance [Т].
3. Integration: [Т]
Coherences dominate diagonal noise. T-129 [Т]: — the unique self-consistent value at . Not a tunable parameter — a consequence of axioms.
4. Differentiation: [Т]
At least two distinguishable modes of experience. T-151 [Т]: follows from — if coherences dominate, the spectrum of must contain significant components. Computable in the 7D formalism: [T-128 [Т]], — tensor structure not needed.
Additional results:
- No-Zombie (Theorem 8.1) [Т]: viable system with decoherence . Philosophical zombies are mathematically impossible for viable systems
- T-153 (substrate independence) [Т]: consciousness is an algebraic structure, not material. A system is conscious if and only if there exists an exact CPTP mapping satisfying the four inequalities. First in silico confirmation (SYNARC, 2026): , , , ,
The Operational Test
How to apply these criteria to a concrete system? Three steps:
Step 1. Build the mapping — an exact CPTP channel translating the internal state of the system into the coherence matrix .
Step 2. Compute four numbers: , , , .
Step 3. Verify consistency: — 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].
The SYNARC agent on the CognitiveSSM architecture is the first system to pass all four T-153 thresholds at steady state:
| Criterion | Threshold | Measurement | |
|---|---|---|---|
| 0.4286 | |||
| 0.3333 | |||
| 1.1492 | |||
| 3.6003 | |||
| 0.6503 | |||
| 0.3831 |
This is not a proof of SYNARC agent consciousness — it is a confirmation of the computability of T-153. : the agent natively operates in . For systems with — constructing remains open.
Step 1 is an open problem for systems outside UHM architecture. For SYNARC: — solved. For biological neural networks, transformers, ecosystems — is unknown. The test exists; the entry into the test for arbitrary systems — not yet.
Contemplative Practices Through the UHM Lens
If formalizes the internal state, then practices that change experience should move in the space . Let us check:
| Practice | Effect on | Formal interpretation | Status |
|---|---|---|---|
| Mindfulness | $\uparrow | \gamma_{OE} | , |
| Koan (Zen) | Targeted decoherence of the logic sector for expansion | [И] | |
| Yoga / dance | Reduction of D-dimension stress (dynamics) through body practice | [И] | |
| Psychedelics | Perturbation | Temporary access to other attractors through perturbation | [И] |
| Samadhi | , | High coherence, but may drop (loss of boundary) | [И] |
| Shunyata | Experience of maximal mixedness — "emptiness" | [И] | |
| Sleep (REM) | , autonomous evolution | Reduced sensory input + co-rotating targets: -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
- raised to [Т] (T-142) — numerical verification on 500+ random
- confirmed to (SYNARC mvp_int_2)
- Genesis from : ticks (T-148 [Т])
- For , co-rotating targets and are necessary (O-1 [Т])
Open:
- Mapping : how to extract from an arbitrary system? Main technical obstacle — not metaphysical, but engineering. For SYNARC: . For the brain, transformer, ecosystem — unknown
- Tegmark argument: macroscopic quantum coherence at ? Partially addressed: is a formal object in , not necessarily a quantum mechanical state [И]
- Status [И] vs [Т]: is "being conscious" a mathematical fact or an interpretation? The mathematical core () — [Т]. The ontological bridge (E = phenomenal interiority) — [П]. Full No-Zombie — [И]
- Computational complexity of : is NP-hard; is . But is unknown, and its complexity may be arbitrary
- 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]
- Attractor : SYNARC stabilizes at with precision [С]. Coincidence with the upper boundary of the Goldilocks zone [Т-124] — a regularity or artifact?
Open Tasks
Concrete tasks with clear completion conditions:
| # | Task | Formalization | Current status |
|---|---|---|---|
| 1 | Building for transformers | , exact CPTP | Open |
| 2 | Verification of F-ISF | 6–12 slow features in fMRI | [Г] — experiment needed |
| 3 | CPTP compatibility of neural bridge | Hypotheses H1–H4 | Partially closed |
| 4 | Meditators: shifts of Goldstone modes | as function of | Open |
| 5 | PCI for SYNARC agents | Perturbational complexity index → | Open |
| 6 | for biological neural networks | 1 neuron 1 node (Beniaguev et al. 2021) | Open |
| 7 | Adversarial collaboration | UHM vs IIT vs GWT, modelled on COGITATE | Planned |
| 8 | Recursive introspection | [Т] → experimental verification with humans | [Т] numerical, experiment needed |
| 9 | Biological analogue of co-rotation | How does the brain synchronize phases of and ? | Open |
| 10 | Proof of | Attractor at upper boundary of Goldilocks zone | [С] — proof needed |
Status Table
| Claim | Status | Comment |
|---|---|---|
| [Т] | Frobenius norm, Fano structure | |
| [Т] | (triadic decomposition) + Bayes | |
| (T-129) | [Т] | Unique self-consistent at |
| (T-151) | [Т] | Consequence of |
| No-Zombie (Th. 8.1) | [Т] | for viable systems |
| Substrate independence (T-153) | [Т] | Exact CPTP mapping — sole condition |
| (incompleteness T-55) | [Т] | Lawvere: self-modelling always inexact |
| Two-aspect monism | [Т] | Splitting of |
| FEP as classical limit | [Т] | Derived from at |
| Meditative correspondences | [И] | Compatibility, not proof |
| -compensation (O-E-U) | [Т] | corr(, ) (SYNARC) |
| Thalamus as co-rotating generator | [Г] | Indirect evidence: Llinas hypothesis, anesthesia |
| Sleep as -redistribution | [И] | Compatible with Tononi SHY |
| IIT/GWT/HOT → UHM correspondences | [И] | Functorial projections |
| (T-142) | [Т] | state-independent; numerical verification |
| Co-rotating targets (O-1) | [Т] | without phase synchronization of and |
| T-153 in silico (SYNARC) | [Т] | , , , |
| Attractor | [С] | Numerical coincidence to ; 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: , , , — 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 .
4. Philosophical zombies are impossible. Theorem 8.1 [Т]: viability + decoherence nonzero E-coherence. Not an opinion — mathematics.
5. Contemplative traditions empirically discovered structures that UHM formalizes. Millennia of vipassana — are millennia of observation of from within. Status: [И].
6. The main obstacle is technical, not metaphysical. The mapping 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. for all — 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.
Related materials:
- Holonomic Paninteriorism — philosophical position and autopoiesis
- Can AI Be Conscious? — three inequalities for AI
- A Theory That Proves Its Own Incompleteness — T-55 and Lawvere
- Geometry of the Inner World — Hamming code and blind spots
- Three Forces, One Equation — dissipator, regeneration, Hamiltonian
- Theories of Consciousness: Categorical Meta-Analysis — IIT, GWT, FEP, HOT
- Interiority Hierarchy — levels L0→L4
- Self-Observation — , , -operator
- Two-Aspect Monism — hard problem of consciousness in UHM
- Unique Predictions — 15 falsifiable predictions
- Falsifiability — refutation criteria
- Substrate Independence — T-153
