Informativity Institute · Research brief · 2 November 2026

CMB mean-temperature consistency and input direction

The forward calculation, inverse age inference, shared observational context and limits of the quoted temperature comparison.

Recorded source or audit snapshot: September 8, 2026 · Brief prepared: November 2, 2026
Read the companion press release

What is being compared

The cosmic microwave background monopole is its mean temperature. A theoretical construction that reaches a value near the measured mean can provide a useful consistency check, but the result must be traced through its input age, allocated energy and volume. The September forward source does not insert the measured mean temperature as a target; it does adopt an age inferred largely from CMB anisotropy data under a cosmological model. [1] [5]

The source therefore calls the calculation cross-scale closure rather than a test independent of all CMB information. This is a statement about input provenance and evidence scope. It does not imply that the mean-temperature measurement and every anisotropy datum are identical, or supply an otherwise unknown numerical covariance between them. [1] [4] [5]

From the count allocation to a radiation mass equivalent

Let 𝑀CMB be the allocated CMB mass equivalent in kg, 𝐴𝑒𝑒 the mapped expansionary-epoch extent in s, 𝜃𝑠𝑖 the dimensionless invariant MQ coefficient, and 𝑚𝑓 and 𝑡𝑓 fundamental mass and time in kg and s. Equation (1a) gives the model allocation. It assigns an epoch-associated mass equivalent to the radiation calculation; it is not the total mass equivalent of the universe. [2] [3]

𝑀CMB=𝐴𝑒𝑒𝜃𝑠𝑖3𝑚𝑓2𝑡𝑓(1a)

The mapped extent is expressed in later System Frame time units. It does not mean an intrinsic physical clock existed in the pre-referenceable Internal Frame. The Frames mapping connects those descriptions under its stated normalization. The age inference in the later source retains an explicit one-second reference and its interepoch assumptions. [2] [9]

Turning this allocation into the present thermal radiation content requires physical assumptions about the expansion and radiation history. Photon production, thermalization, redshifting and additional contributions are not independently determined merely by writing an equivalent mass. Their unquantified model uncertainty is not set to zero by a small propagated calibration error. [2]

Volume, radiation density and the temperature relation

Let 𝐴𝑈 be adopted present cosmic age in s, 𝑐 vacuum light speed in m s⁻¹, 𝑉𝑈 the realized whole-universe volume in m³, and π the upright circle constant. Equation (2b) uses the source radius, coefficient times light speed times age, in its spherical volume prescription. This volume is distinct from the conventional observable-universe volume. [1] [2]

𝑉𝑈=4π3(𝜃𝑠𝑖𝑐𝐴𝑈)3(2b)

Let 𝜌 be radiation energy density in J m⁻³. Equation (3c) converts the allocated mass equivalent to energy using the light-speed square and divides by the same volume. The geometry and allocation assumptions therefore enter together. [1] [2]

𝜌=𝑀CMB𝑐2𝑉𝑈(3c)

Let 𝑎 be the radiation constant in J m⁻³ K⁻⁴ and 𝑇𝐶𝑀𝐵 the mean CMB temperature in K. Equation (4d) uses the positive fourth root of the blackbody energy-density relation. The radiation constant is evaluated from exact SI Planck and Boltzmann constants and light speed. This thermal relation supplies a mean temperature, not angular fluctuations. [1] [2] [6]

𝑇𝐶𝑀𝐵=𝜌𝑎4(4d)

Reproduce the forward central values

Table 1 gives the numerical profile used for a 90-digit reproduction of the forward central values. The adopted age is held fixed. Measured mean temperature is used only for the separate benchmark and inversion below. The reference measures and coefficient retain their coherent 2022 calibration. This reproduction does not reconstruct a complete forward covariance or model-discrepancy budget. [1] [2] [6]

Table 1: Central profile for the forward calculation
Input or intermediateValueRole
Adopted present age13.797 GyrCMB-model-inferred age; fixed in this reproduction
Invariant coefficient3.262390305038…Coherent 2022 fine-structure calibration
Mapped epoch extent2.1424273414×1013sSpecified epoch mapping
Allocated CMB mass equivalent1.501601505×1050kgEquation (1a)
Realized volume3.234628179×1080m³Equation (2b)
Radiation constant7.565733250×10−16J m⁻³ K⁻⁴Exact SI defining constants; displayed digits rounded

The resulting density is about 4.172263562 × 10⁻¹⁴ J m⁻³ and temperature about 2.725085780 K. They round to the source’s 4.1723 × 10⁻¹⁴ J m⁻³ and 2.72509 K. The allocated content and assumed volume are not independently measured in this check. [1]

The later inversion answers a different question

Substituting Equations (2b)–(3c) into Equation (4d) and solving for the positive age gives Equation (5e). This is an algebraic rearrangement with the allocation held fixed. It is used in the later temperature-input route, which must not be described as the same forward prediction. [2]

𝐴𝑈=3𝑀CMB4π𝑎𝜃𝑠𝑖3𝑐𝑇𝐶𝑀𝐵43(5e)

Supplying Fixsen’s literature temperature, 2.72548 ± 0.00057 K, gives central age 13.79433922 Gyr under the same coherent allocation. The current age manuscript reports 13.7943(38) Gyr with its specified input propagation. Reversing the same equations at that inferred age returns the supplied temperature. That round trip is closure, not another independent temperature result. [2] [4]

Forward temperature and inverse ageForward calculation adopts a CMB-model-inferred age and calculates a mean temperature. Inverse calculation supplies measured mean temperature and calculates an age. Both retain their source assumptions; the inverse round trip recovers its own input.Forward consistency and inverse age are different routesFORWARD ROUTEAdopted age: 13.797 GyrMQ allocation → volume → radiation densityCalculated temperature: 2.72509 KINVERSE ROUTEMeasured temperature: 2.72548(57) KSame allocation and radiation relationsInferred age: 13.7943(38) GyrShared dependencies remainForward age is inferred largely from CMB anisotropy informationInversion returns its temperature input when run backwardA monopole-temperature comparison does not establish a temperature or polarization power spectrum.
Figure 1. Forward age-input and inverse temperature-input routes. Their common allocation and radiation assumptions remain attached to the outputs. The mean-temperature recovery in the inverse route is enforced by the supplied input.
Table 2: Different numerical operations and what they establish
OperationSupplied quantityResult and evidence role
Forward September comparisonAdopted age 13.797 GyrAbout 2.72509 K; cross-scale consistency
Later age inversionMeasured temperature 2.72548(57) KAge near 13.7943 Gyr under the source prescription
Inverse round tripAge inferred from that same temperatureReturns 2.72548 K; algebraic closure
Density benchmarkMeasured temperature transformed by blackbody relationDependent benchmark, not a second independent test

Audit the quoted temperature significance

Fixsen’s consolidated literature determination is distinct from the separate FIRAS–WMAP recalibration result in the same paper. The source table uses 2.72548 ± 0.00057 K. It lists MQ as 2.72509 ± 0.00341 K, yet the following discussion quotes about 0.48σ. Table 3 preserves the printed numbers and checks that claim. [1] [4]

Table 3: Arithmetic audit of the source comparison; no complete discrepancy significance is assigned
QuantityPrinted value or diagnosticInterpretation
MQ forward temperature2.72509 ± 0.00341 KSource Table 6 uncertainty; not newly reconstructed here
Fixsen literature benchmark2.72548 ± 0.00057 KPublished consolidated determination
Signed central residual−0.00039 KRounded MQ value minus benchmark
Independent-error diagnostic−0.1128Residual divided by quadrature of printed standard uncertainties
Source quoted comparisonAbout 0.48σNot reproduced by the displayed pair

The independence diagnostic in Table 3 is arithmetic, not an assertion that the two results are independent. A complete discrepancy variance requires covariance and any missing model component. Even allowing every covariance compatible with those two printed standard uncertainties gives an absolute standardized residual only between about 0.098 and 0.137. The quoted 0.48 therefore cannot be recovered from that pair merely by choosing a different valid correlation. [8]

This Brief does not replace the source claim with a new definitive concordance statistic. It identifies the inconsistency and retains the forward result as a dependent consistency comparison. A small central residual is neither a probability that MQ is true nor evidence that its missing physical uncertainty has been quantified. [1] [8]

Density is a linked transformation of temperature

The observed density benchmark is obtained by multiplying the radiation constant by the fourth power of measured temperature. It uses the same monopole information, rather than an independent cosmic-radiation measurement. Counting the temperature agreement and its density transform as two confirmations would double-count that information. [1] [4]

Likewise, the calculated density and temperature are linked by Equation (4d). No second prediction is created by listing them on adjacent rows. Their uncertainty treatment must retain the common allocation, volume, calibration and radiation assumptions. [1] [8]

Age sensitivity and physical scope

At fixed allocation and coefficient, Equation (2b) makes volume scale with the cube of the adopted present age. Equations (3c)–(4d) make the resulting temperature vary with the inverse three-quarter power of that input age. Figure 2 illustrates this normalization sensitivity. A one percent larger adopted age lowers calculated temperature by about 0.7435 percent.

Temperature sensitivity to adopted present ageWith allocation and coefficient fixed, volume varies with the cube of the adopted age and temperature with its inverse three-quarter power. A one percent larger adopted age lowers temperature by about 0.7435 percent. This is an input-sensitivity curve, not a measured history. image/svg+xml Matplotlib v3.11.2, https://matplotlib.org/ 0.96 0.98 1.00 1.02 1.04 Adopted present age / baseline present age 0.97 0.98 0.99 1.00 1.01 1.02 1.03 1.04 Calculated temperature / baseline temperature Age-normalization sensitivity at fixed allocation Illustrative input variation, not an uncertainty band or a physical cosmic cooling history.
Figure 2. Exact algebraic sensitivity to an illustrative change in the adopted present-age normalization, with allocation and other inputs fixed. The curve is not an uncertainty interval, recombination calculation or cooling history of the actual universe.

The present calculation does not independently establish photon production, a recombination and ionization history, the evolution of perturbations or a transfer calculation for temperature, polarization and lensing. Those requirements remain beyond a mean-temperature comparison. The source also distinguishes its SI-equivalent pre-referenceable epoch extent from a physical photon-decoupling age; the two should not be treated as identical observables. [1] [2] [5] [7]

Chronology and interview requests

September 8, 2026 is the recorded source or audit snapshot retained by this archive entry. It is not established here as a first-discovery, original-announcement or journal-publication date. Current public sources include later qualifications and the separate age inversion. This Brief was prepared November 2, 2026. Journal publication of these current MQ manuscript versions is not established. [1] [2]

For reporting, request the adopted age, allocation, volume, temperature benchmark and full uncertainty chain. Ask which data supplied the age and which supplied the monopole comparison. Request correction or clarification of the quoted source significance before using it, and identify the additional spectrum-level calculation needed for a stronger cosmological claim.

Research sources and further reading

  1. J. A. Geiger, A First Principles Derivation of the Galactic Radial Acceleration Relation from Measurement Quantization. Current public manuscript, Section 3.11, Eqs. (115)–(118), Table 6 and evidence classification. Preserves the September 8, 2026 forward-temperature source milestone and later qualifications. Its quoted 0.48σ comparison is not reproduced by the displayed uncertainty pair. Journal publication of this version is not established. Open source →
  2. J. A. Geiger, Diameter and Age of the Universe. Current public manuscript, CMB allocation, radiation relation and age inversion. The later temperature-input route is distinct from the forward age-input comparison. Journal publication of this version is not established. Open source →
  3. J. A. Geiger, Mass in the Universe. Current public manuscript, global allocation and age normalization. The CMB-associated mass equivalent is a specified model allocation, distinct from the total cosmic mass equivalent. Open source →
  4. D. J. Fixsen, The Temperature of the Cosmic Microwave Background, Astrophysical Journal 707, 916–920 (2009), DOI 10.1088/0004-637X/707/2/916. Literature temperature determination 2.72548 ± 0.00057 K, distinct from the separate FIRAS–WMAP recalibration result. Open source →
  5. Planck Collaboration, Planck 2018 results. VI. Cosmological parameters, Astronomy & Astrophysics 641, A6 (2020), DOI 10.1051/0004-6361/201833910. CMB-based model inference supplies the adopted-age context; a selected age is not independent of all CMB information. Open source →
  6. NIST, Fundamental Physical Constants, complete listing, 2022 CODATA adjustment. Fine-structure calibration and exact SI constants used in the reference and radiation calculation. Open source →
  7. Informativity Institute, Predictions of Measurement Quantization. Evidence classification and independent-test context; monopole closure is distinct from a cosmological perturbation and spectrum calculation. Open source →
  8. JCGM 100:2008, Evaluation of measurement data — Guide to the expression of uncertainty in measurement, Section 5.2. Shared input covariance must be retained before interpreting a difference or derived benchmark. Open source →
  9. Informativity Institute, Frames of Reference. Current Internal Frame, System Frame and Frames mapping meanings. Open source →

Prepared November 2, 2026. Forward central values, inverse closure, age sensitivity and printed uncertainty arithmetic checked. No complete forward covariance or physical model uncertainty is reconstructed. No CMB-spectrum validation is claimed.

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