Consciousness Threshold Demo

Speculative — no calibration exists

Tools-index grouping: Artifact Lesson (a tool kept to demonstrate a failure mode). That is a content grouping, not a verdict; the verdict is the Speculative badge above. (Both shown here since 2026-09-08 so the index and this page cannot drift apart.)

What this shows, in one sentence: seven Synchronism-internal estimates of a consciousness threshold all land near C ≈ 0.50 (the chart draws an eighth row hollow: a method with nothing to measure), and the chart below is why that is expected (they share one midpoint assumption) rather than evidence. It is a static chart with hover tooltips; there are no controls. (Lead sentence added 2026-10-10.)

Is this the same C as the rest of the site? The same formula, the density-keyed variant — and that is exactly why the page reads strangely (stated 2026-09-10; corrected 2026-10-09 from a flat “Yes”). The C here is the 0 → 1 output of the density-keyed Cρ = tanh(γ ln(ρ/ρcrit + 1)). It is not the C behind the site's galaxy fits: those use acceleration-keyed variants (Cg, Ca, order 0.3–1 on SPARC discs), while Cρ on the same discs is ~10−3 or below. See the glossary's Which C? Which γ? entry. This demo asks where on that one axis consciousness might sit, and its honest answer is: nobody can currently say, because no calibration procedure maps EEG, fMRI, or IIT-Φ onto the C axis at all.Two separate readers (a casual reader and a technical writer, both 2026-09-10) reported that the unlabelled reuse of “C” next to galaxy rotation is what triggers a crank-detector — so it is worth being blunt about the structure: the claim that one variable spans quantum coherence, galaxy dynamics and consciousness is the framework's central ontological bet, and it is the single least supported thing here. If it is wrong, it is wrong in the most ordinary way — a number that happens to land in [0, 1) in three places is not evidence that it is the same number. The sections below argue that against this page's own headline.
What the one cited test actually measured (correction 2026-07-08): gnosis-research Session 63 — the only empirical test ever cited for this threshold — did not measure Synchronism's C. It measured SNARC salience_total — in plain words, a hand-coded salience score from the lab's own agent-memory tool, built from five components (surprise, novelty, arousal, conflict, reward). It is not a measure of neural or physical coherence. Technically, a weighted mean of those five hand-coded salience heuristics, computed by one shared scoring function across 8 agent instances (so the instances are not independent). That variable's operating mean was 0.640 ± 0.0196 (SD; corrected 2026-07-30 — the ±0.018 previously printed here was inconsistent with its own t-statistic, caught by a simulated-visitor persona backing SD out of t = Δ/SEM), which rejects 0.50 as the operating mean of that variable (t = 20.19, p ≈ 1.8×10−7, n = 8). No calibration maps salience — or any measurement — onto the C-axis, so this is a wrong-variable test: the C ≈ 0.50 threshold remains untestable as stated, not empirically refuted. Note also that the convergence data displayed below (mean 0.501 over the seven approaches that exist) are a different dataset from Session 63's — the caption and the chart were never about the same numbers.

Removed claim: a previous version of this page said C ≈ 0.64 was “also rejected at p < 0.0001.” A 2026-07-07 audit that walked every site p-value back to primary files found no source for that claim in any repository — it entered in a 2026-06-23 editorial pass; gnosis-research's own follow-ups (Sessions 64, 68) claim the opposite (0.64 “validated”). What Session 63's own data do exclude as the operating mean: φ−1 = 0.618 (p = 0.0155) and 2/3 (p = 0.0064) — so the “golden ratio” reading fails on its own aggregate as well (see Key Claims). The 8-approach convergence shown below is a geometric artifact, not an empirical finding — see details in the calibration caveat. This demo is retained as an illustration of why a geometric coincidence looked meaningful: any approach that picks the midpoint of a [0,1)-bounded output range will land near 0.50 by construction.
Calibration caveat: C ≈ 0.50 is the output-range midpoint of [0, 1) — a geometric label, not an independently measured value. The convergence of 7 approaches on a mean of 0.501 (the seven: 0.50, 0.52, 0.49, 0.51, 0.50, 0.50, 0.49, listed 2026-10-27 so the mean can be checked; no spread is quoted, see the note under the chart; 8 and 0.499 ± 0.012 before 2026-10-13, which counted the phase-transition row the page says does not exist) is circular, not empirical: all of them share the same framework assumptions and the same unvalidated calibration, and none of them measures C. Every approach that picks the midpoint of a [0,1)-bounded output range will land near 0.50 by construction. No calibration procedure exists to map actual EEG, fMRI, or IIT-Φ measurements to the C-axis — and IIT's Φ is not bounded on [0, 1) in the first place, so placing it at a “midpoint” needs a normalisation this page does not supply.

Correction (2026-09-07) — the geometry argument this caveat used to make was false at the framework's own best-fit γ. Before that date this box argued that “dC/dρ is maximized at ρ = 0, so there is no inflection point.” That is true in linear ρ and irrelevant, because every plot on this site is in log ρ. Maximising dC/d(lnρ) for C = tanh(γ ln(1+u)), u = ρ/ρcrit, gives the condition C* = 1/(2γu*). At γ = ½ — where the DESI fit on the mean matter density lands (the point where the cosmology reduces to Λ; the SPARC γ ≈ 0.49 is a fit in acceleration, a different variable, so it says nothing about a density axis) — this closes on u* = 2 and C* = 0.50 exactly (check: C = u/(u+2) = 0.5 and 1/(2·½·2) = 0.5). At γ = 2 it moves to C* ≈ 0.60. So at γ ≈ ½ (not the framework's registered γ = 2), C = 0.50 is the point of maximum sensitivity of coherence to log-density. That makes it dynamically distinguished under a log-density measure (C* ≈ 0.497 at γ = 0.487, the DESI value). On linear ρ the maximum sensitivity is at ρ = 0, where C = 0, so the distinction depends on choosing log ρ as the measure. Nothing yet makes log ρ the natural measure for a consciousness threshold. The conclusion of this caveat is unchanged and does not need the geometry argument: the seven “methods” inherit one calibration and none of them measures C, which is circularity, not coincidence. But the old rebuttal was wrong, and a reader who checked the derivative would have found the site refuting itself with false algebra. Over-refuting costs the same credibility as overclaiming. Raised by a simulated-visitor researcher persona, 2026-09-07.

Revision noteThis sentence used to call C = 0.50 “the one value in [0,1) that is dynamically distinguished”, without naming the measure. That is true only for sensitivity to log-density. A researcher visitor checked C* = 1/(2γu*) (0.500 at γ = ½, 0.498 at 0.489, 0.60 at 2) and noted the linear-ρ maximum is at C = 0.

Sharper (added 2026-08-08): the scatter is not just uninformative — it is too small to be honest. If the 7 approaches really were independent estimators of a psychological threshold, σ ≈ 0.01 would be an implausibly tight agreement — a Millikan-style clustering signature, which is evidence that estimators inherited each other's assumptions rather than evidence that they agree. Independent methods for a quantity this loosely defined should scatter by far more than 1.2% of the range. So the low scatter is a diagnostic of shared derivation, not weak support: it points the same direction as the geometric-midpoint argument above, and it does so from the statistics alone, without needing to know how the seven approaches were built. Raised by a visitor physics persona, 2026-08-08.

The 8 rows below (7 approaches, plus one drawn hollow because it does not exist) converge on C ≈ 0.50 — an illustration of how the geometric midpoint artifact operates. The convergence was shown to be forced (geometric, not empirical) and the threshold itself remains untestable as stated (no measurement maps to C). One of the eight, “phase transition analysis”, has nothing to analyse: the C(ρ) curve has no critical point and no inflection (see Coherence Function), so there is no phase transition for it to locate. It is relabelled below rather than removed, so the count of eight stays visible. Hover over each to see the methodology.

C = 0.500.400.450.500.550.60Phase transition (none exists)Integrated informationNeural binding thresholdSelf-modeling criterionMetabolic criticalityMirror self-recognitionAnesthesia onsetSleep-wake boundaryCoherence threshold C

Hover over an approach to see details

The Convergence

The mean threshold across the 7 approaches that exist is C = 0.501(the “phase transition” row, hollow in the chart, is excluded: C(ρ) has no critical point). In plain terms: every approach picks the midpoint of the output range. How tightly they cluster says nothing more, because the midpoint was the shared starting assumption, so this page no longer quotes a spread. (Until 2026-10-21 this line gave a root-mean-square spread about 0.50 of 0.010 and “all within ±0.03”; a researcher simulated-visitor persona pointed out that a spread around a value fixed by definition reads like independent agreement. Until 2026-10-13 the non-existent row was also included: 8 approaches, 0.499 ± 0.012.)

Important: all 7 approaches (and the excluded phase-transition row) were developed within Synchronism and share the same tanh-based assumptions. Convergence on 0.50 is expected for any approach that picks the output-range midpoint of a [0,1)-bounded function — it does not constitute independent empirical evidence. Because the agreement is built in, it cannot tell a real threshold from a mathematical artifact. External calibration (e.g., mapping propofol-stage EEG power spectra to a computed C value) is required to distinguish these.

What Has Falsified This

What Would Still Falsify C(ρ)-Based Consciousness More Broadly

The calibration target that already exists (added 2026-07-22): “no calibration procedure exists” is true of the C-axis — but neuroscience does have an empirically validated consciousness-threshold measurement this page should name: the Perturbational Complexity Index (PCI, Casali et al. 2013), whose cutoff PCI* = 0.31 was validated on 150 subjects across wakefulness, sleep, anesthesia, and disorders of consciousness (Casarotto et al. 2016) with ~95% accuracy. That makes the gap here engageable, not just lamentable: a C→PCI mapping would need (1) an operational rule computing C from TMS-EEG response data, and (2) a demonstration that the framework's predicted C threshold maps onto PCI* = 0.31 rather than being fit to it. Until someone attempts that mapping — or shows why none can exist — the consciousness sector's honest status is untested against the one calibrated instrument available, which is a sharper statement than “no calibration exists.” (Research-repo proposal: c_observable_calibration_gap.md.)

Related Concepts

Consciousness ThresholdC ≈ 0.50: 7 approaches (an eighth has no critical point) that agree because they share one calibration — not independent evidenceThe Hard Problem: A Proposed ReframingA philosophical identity claim: phase patterns are experience (not an empirical finding)