Working research. Not externally peer reviewed. AI-assisted. No new physical experiment was performed. Nine investigations are model, simulation, or re-analysis; one (H203) uses a public NASA/JPL catalogue as measured data. Every number below is regenerated by the code in code/, with fixed seeds. The originals are preserved unmodified in orig/ with SHA-256 hashes.
The previous round produced five named investigations (I2, H0199, P1, P2, P3) and a large bank of new hypotheses. This round does three things:
The status vocabulary is deliberately narrow:
| Label | Meaning |
|---|---|
| unsupported | The argument does not establish the claim, or is circular; no independent evidence. |
| contradicted | A direct derivation, numerical test, or dataset contradicts the claim (or a stated sub-claim). |
| internally verified | The algebra and numerics are correct inside the stated model, and a second implementation reproduces them. |
| independently replicated | A separate implementation, or a public dataset, reproduces the result. |
| experimentally supported | Measured public data are consistent with the prediction. This is not a new experiment. |
A result can carry two labels (for example, internally verified; sub-claim contradicted). That is the honest case for several of these.
| # | ID | Claim in one line | Independent test | Verdict | Status |
|---|---|---|---|---|---|
| 1 | I2 | A hidden substrate conductance biases every optical measurement of in-plane κ; the bias changes sign at λ=1 | Finite-volume PDE solve + 400 synthetic experiments + held-out spot sizes | Model confirmed; the sign change is at λ=0.4348, not 1; the beam-width label is off by 2; one spot cannot separate κ from G | internally verified; two sub-claims contradicted |
| 2 | H0199 | Interleaved witness patches beat edge blanks | 6 fields × 7 layouts × 400 seeds, matched N and area, 3 estimators | Distributed wins; edge bias is 23% and flat in N; the quoted 22.9% is patch-count dependent (16.7%–26.9%) | internally verified; headline number refined |
| 3 | P1 | T₂ ≤ 2T₁ is universal, and T₂/T₁ is a noise-spectrum meter | Exact filter functions + density-matrix positivity + estimator sweep | The model assumes W ≤ e^(−T/2T₁), so the “proof” is circular; the meter is not identifiable without an independent noise amplitude | algebra internally verified; universality claim unsupported; meter unsupported |
| 4 | P2 | J(d) = j_b + j_s/d separates bulk and surface photocurrent | Dimensional audit + CRLB + two-layer forward model + antisymmetry protocol | Law confirmed; quoted j_s is 100× too small; the clean test is illumination-side antisymmetry, not a thickness fit | internally verified; unit sub-claim contradicted |
| 5 | P3 | τ_φ ≤ ħQ/(k_BT) bounds oscillator coherence | Exact identity + Lindblad + temperature sweep + squeezed bath | For a thermal Markovian bath it is an equality, not a bound; the quantum form is exact; a squeezed bath exceeds it by e^(2r) | internally verified; universal reading contradicted |
| 6 | H123 | Repertoire coverage D ≥ σ²N^(−2/d) | k-means in d=2,5,10 and a 2-D manifold in d=10 | Exponent ≈ −2/d; the prefactor is 8–14, not 1; a 2-D manifold gives −0.83, not −0.2 | internally verified; constant sub-claim refined |
| 7 | H153 | Stemma reconstruction threshold b(1−2p)² > 1 | 80-tree Monte Carlo, b=2,3,4, depth 4–12 | Threshold reproduced to 0.01–0.02 at finite depth; direction confirmed | independently replicated numerically |
| 8 | H203 | Impact-loss tail α = b/(3γ) | 300k synthetic events + 1,074 NASA/JPL fireballs | b ≈ 2.65–2.82 and α ≈ 1.33–1.41 for thresholds 0.2–2 kt; predicted 1.35 | experimentally supported (catalogue), conditional |
| 9 | H541 | Craze cells are Poisson–Voronoi: E[A]=1/λ, CV≈0.53 | Periodic Voronoi Monte Carlo, 200–3,200 nuclei | Mean identity exact; CV 0.519–0.543; exponential rejected; clustered/regular shift the CV | internally verified; exponential guess contradicted |
| 10 | H346 | Book-opening force scales as t³ | 2-D plane-stress FEM, t/H = 0.005–0.08, plus joint compliance | Slope 2.9997; absolute constant is 0.648× the beam formula; a fixed-compliance joint drives the slope to 0 | internally verified; absolute constant refined |
The single most important result is negative: P1’s “proof” of T₂ ≤ 2T₁ assumes the inequality it reports. The bound may still be true — the density-matrix check is consistent with it — but the calculation does not establish it. The second most important is that I2’s sign change is at λ=0.4348, not λ=1, which changes which measurements are above or below the true κ.
The originals were located, copied, hashed, and rerun before any new code was written.
| Original | Path | Hash | What was rerun | Original number | Reproduced |
|---|---|---|---|---|---|
| I2 | blindspot-2026-11-01/investigations/I2_boundary_bias.py |
27ec444a… |
python3 I2_boundary_bias.py |
R(1)=1.6769; spread 135.8 | R(1)=1.676875; spread 135.76 |
| H0199 | further/04-H0199-reference-placement/code/h0199.py |
6be22759… |
python3 code/h0199.py |
22.9% edge bias | 22.9898% noiseless; 23.12% with noise |
| P1/P2/P3 | discovery07-2026-11-02/proofs/D07_proofs.py |
6e9497dd… |
python3 proofs/D07_proofs.py |
2.000; 200%; 381.9 µs | 1.9999999999993; 200.0%; 381.9116 µs |
The originals are in orig/ with orig/SHA256SUMS.txt. Nothing in the original folders was modified.
Where the original prose and the original code disagree. Three cases matter:
R(1.0) returns 1.6769. The zero is at λ = 0.4348. This is not a rounding issue; it is a factor 1.68 in the inferred κ at the claimed crossover.These are recorded, not silently corrected. The corrected statements are in each section.
A sheet of thickness d and conductivity κ on a substrate with interface conductance G is heated by a Gaussian spot. In steady state,
κ d ∇²T − G T = −q(r), q(r) = (P / 2πs²) exp(−r²/2s²)
The Hankel transform gives, at the beam centre,
ΔT(0) = P/(4πκd) · e^λ E₁(λ), λ = G s²/(2κd)
κ_app/κ = 1/[e^λ E₁(λ)] ≡ R(λ)
The original claims: R crosses 1 at λ=1; the crossover spot radius is s* = √(2κd/G); over plausible (s, G) the reported κ spans 136×; two spot sizes determine κ and G, while more laser powers do not.
Three independent routes:
The closed form is right. Finite-volume vs closed form agrees to 2.1×10⁻⁵ relative across λ = 0.05–10 (the residual is discretisation; the original Hankel check was 2×10⁻¹³). The equation is not in question.
The sign change is at λ = 0.4348, not 1. Solving R(λ)=1 gives λ* = 0.434818. At λ=1, R = 1.6769: the reported κ is 68% high, not at the crossover. The crossover spot radius should be s* = √(2λ*κd/G) = 0.932√(κd/G), not √(2κd/G). This is a real correction to the paper’s central figure.
The beam width is off by 2. In the formula, q ∝ exp(−r²/2s²). If w is the 1/e² intensity radius, q ∝ exp(−2r²/w²), so s = w/2. The original calls s the 1/e² radius and uses s = w. Using w instead of s multiplies λ by 4. For three representative cases the inferred κ_app changes by factors 2.08, 2.75 and 3.45. The fix is one line: s = w/2, or write λ = G w²/(8κd).
Ignoring G is catastrophic; one spot with G known is not. Across 400 draws, the naive κ_app has median absolute error 144% and 90th percentile 8,300%. With G known, one spot gives median 2.8%, 90th percentile 37% (the inversion is ill-conditioned near the substrate-dominated limit). Two spots with G fitted give median 3.3%, but 4.5% of draws fail by more than 50% when both spots are substrate-dominated. Conditional on max λ < 10, the two-spot fit gives median 2.2%, 90th percentile 4.8%, maximum 7.5%.
Held-out prediction is good when the design spans the crossover. Median relative error 0.68%, 90th percentile 1.97%, maximum 4.4% at the two unseen spot sizes.
The spread is parameter-range dependent. The original 136× is reproduced for its range; a wider plausible grid (w = 0.5–2 µm, G = 10⁶–10⁸) gives R from 0.143 to 51.0, a 356× spread. The asymptotic statement is the robust one: for λ ≫ 1, κ_app → Gs²/(2d), independent of the material.
The 2-D heat-spreading solution with a substrate conductance is standard in optothermal Raman and TDTR metrology; the same e^λE₁(λ) structure appears in thin-film thermal models. Relevant anchors: the refined optothermal Raman measurement of lateral and interfacial conductivity in MoS₂/MoSe₂ (ACS Appl. Mater. Interfaces), and the variable-spot-size laser-flash Raman method for 2-D heterostructures (ScienceDirect). The metrological point — that the substrate term makes the reported κ depend on the beam size — is what this investigation adds.
For a Gaussian spot, define s as the 1/e² amplitude radius (= w/2 for a beam of 1/e² intensity radius w). Then
κ_app/κ = R(λ), λ = G s²/(2κd), R(λ*) = 1 at λ* = 0.4348
A single spot gives one number and cannot separate κ from G. A two-spot design with at least one spot in 0.1 < λ < 3 gives ~2% κ at 1% noise; a design with both spots at λ > 10 is unidentifiable regardless of how many powers are measured.
Status: internally verified; the λ=1 crossing and the beam-width label are contradicted. No experimental data.

A substrate carries M=25 reactive patches. Their uptake is R_i = ε f(x_i) + noise; N inert witnesses measure W_j = f(x_j) + noise. The estimator is
ε̂ = Σ_i R_i / Σ_i f̂(x_i)
with f̂ interpolated from the witnesses by quadratic least squares. The claim: interleaving witnesses among the reactive patches beats putting all blanks at the edge. The dossier reports 0.8–1.0% RMSE for distributed vs 22.9% for edge on a boundary-null field.
The 22.9% is reproduced exactly, but it is not a universal number. For the original 25-patch inset grid, the noiseless edge bias is 22.9898% — precisely the mean of f over those 25 patch locations minus 1. The continuum mean over the full substrate is 20.24%, and over the inset region it tends to 30.3%. Sweeping M at fixed inset:
| M | 9 | 16 | 25 | 36 | 49 | 100 |
|---|---|---|---|---|---|---|
| edge bias | 16.7% | 20.8% | 23.0% | 24.4% | 25.3% | 26.9% |
So the headline number is a property of the patch layout and count. The qualitative conclusion — edge-only fails for a boundary-constant field — is unaffected and is the stronger statement.
Matched layouts, boundary-null field, N=12, noise 2%:
| layout | RMSE | bias | 95% CI |
|---|---|---|---|
| edge | 23.12% | +22.86% | 22.75–23.44 |
| grid | 0.93% | −0.07% | 0.86–1.00 |
| jitter | 1.34% | −0.10% | 1.24–1.45 |
| random | 1.91% | +0.39% | 1.70–2.15 |
| interleaved | 1.26% | +1.04% | 1.19–1.32 |
| D-optimal | 2.78% | +2.64% | 2.70–2.85 |
| maximin | 1.11% | +0.92% | 1.06–1.16 |
More edge blanks do not help. Edge RMSE from N=4 to N=100: 22.7, 22.1, 23.3, 23.1, 22.9, 22.9, 23.1, 23.1%. The error is a bias set by extrapolation, not a variance set by sample size.
The rim-enhanced field is worse for edge. Edge 37.85%, grid 1.03%, interleaved 5.91%, maximin 9.81%, D-optimal 18.14%. Random placement misses the rim (3.60%); a grid samples it.
Optimising for the wrong model is a failure mode. The D-optimal layout for a quadratic basis puts points at the boundary and is worse than a space-filling design on both adversarial fields (18.1% vs 9.8% on the rim; 2.8% vs 1.1% on boundary-null). Design optimality is model-relative.
The GP estimator is not a rescue. On boundary-null: edge 16.9%, grid 2.9%, interleaved 1.6%. The bias shrinks because the GP prior pulls the interior toward the boundary value, but it does not vanish.
Spatial sampling, kriging, and D-optimal design are mature. The relevant prior is the standard result that a polynomial fitted only on a boundary cannot identify interior structure; the deposition literature’s centre-to-edge non-uniformity is the physical instantiation. The original dossier’s own stop rule already anticipated the caveat.
Use interior/distributed witnesses whenever the process can produce centre-to-edge or rim structure. Edge-only blanks are not merely suboptimal; they are unidentifiable for a field that is constant on the boundary. The 22.9% figure should be quoted as “23% for a 25-patch inset grid; 17–27% across M=9–100”, not as a universal constant. Interleaving is one way to sample the interior; a space-filling design is at least as good and more robust.
Status: internally verified; the headline number is refined, not contradicted. No experimental data.

The original claims T₂ ≤ 2T₁ is universal, that a violation would signal non-Markovian noise, and that T₂*/T₁ is a monotone meter of the noise exponent β. The calculation uses the exact CPMG filter function
F(ω,T) = |∫₀ᵀ s(t) e^{iωt} dt|², χ(T) = (1/π)∫ S(ω)F(ω,T)/ω² dω
W(T) = exp(−χ(T)) exp(−T/2T₁)
and defines T₂ as the time at which W falls to 1/e.
The “proof” is circular. The model is a product:
W(T) = exp(−χ(T)) · exp(−T/2T₁) ≤ exp(−T/2T₁)
because exp(−χ) ≤ 1. Therefore W(T₂)=e⁻¹ implies exp(−T₂/2T₁) ≥ e⁻¹, i.e. T₂ ≤ 2T₁. The inequality is assumed by the functional form, not derived from the physics. Numerically, W(2T₁) = e⁻¹exp(−χ(2T₁)) is strictly below e⁻¹ for every χ>0; the slack ranges from 1.3×10⁻¹³ (β=2, N=32) to 0.368 (β=0.5, FID). The bisection can never return a value above 2T₁.
The “exactly 2.000” is rounding. The maximum ratio in the table is 1.9999999999993; at N=32, β=1 it is 1.99999987. The bound is an asymptote approached from below, not a saturated equality.
Positivity is consistent with the bound. The worst violation of |ρ₀₁|² ≤ ρ₀₀ρ₁₁ over the random-state sweep is 2.6×10⁻¹⁶ (machine zero). The Choi matrix of the pure-dephasing channel is PSD for γ ∈ [0,1]. The bound is what positivity plus amplitude damping gives; the filter-function calculation is a complicated way of evaluating a special case.
The estimator changes the answer by a factor of 7. On curves with T₁=100 µs:
| curve | first 1/e (µs) | area (µs) |
|---|---|---|
| exponential, T₂=150 µs | 150.0 | 147.3 |
| Gaussian, τ=120 µs | 120.0 | 106.3 |
| stretched, τ=120 µs | 120.0 | 157.0 |
| revival | 21.9 | 74.2 |
The “first crossing” is meaningless for a curve that revives; the area definition is the stable one. This is the original’s own caveat, now quantified.
**T₂*/T₁ is not a β meter.** At fixed β=1, varying the noise amplitude A by 10⁻³ to 10² changes the ratio from 1.94 to 0.036. Conversely, 37 different (β, A) pairs give the same ratio 1.2. The ratio is a function of (β, A, band, T₁), not of β alone. The calibration table is conditional on the arbitrary A_cal and the 10²–10⁸ rad/s band.
The bound T₂ ≤ 2T₁ is standard for a qubit with amplitude damping plus pure dephasing; it follows from the positivity of the density matrix, not from a noise-spectrum integral. Reports of T₂ > 2T₁ on hardware exist (for example the IBM Washington discussion on Quantum Computing Stack Exchange) and are usually attributed to different T₁/T₂ measurement conditions, non-exponential decays, or leakage — not to a failure of positivity. The 2026 Spectral Bottleneck Constraint (Zenodo, May 2026) is a related no-go result: no universal asymptotic rate law can depend only on an aggregate.
For a qubit with amplitude damping and pure dephasing, T₂ ≤ 2T₁ holds, and the filter-function model reproduces it only because it assumes it. T₂/T₁ is a consistency check and a lower bound on the dephasing rate, not a spectrum meter. A credible β inference needs an independently measured noise amplitude and band (or a direct noise spectrum); the ratio alone is degenerate.
Status: the algebra is internally verified; the universality claim is unsupported (circular); the meter is unsupported. Positivity is consistent with the bound.

In a centrosymmetric film the bulk photovoltaic current vanishes by symmetry, so the measured current density is
J(d) = j_b + j_s/d
with j_b in A cm⁻² and j_s in A cm (a sheet current per unit width). The original quotes j_b=2×10⁻⁴ A cm⁻², j_s=4×10⁻¹¹ A cm, crossover 200 nm, a 100 nm film reading +200% above bulk, and a 50 nm/1 µm ratio of 4.17.
The numbers reproduce. J(100 nm)/j_b = 3.0 (+200%); J(50 nm)/J(1 µm) = 4.167; crossover 200 nm. The algebra is right.
The quoted j_s is 100× too small. The code evaluates j_s/d with d in metres. The same numerical value 4×10⁻¹¹ then has units A m cm⁻¹, i.e. 4×10⁻⁹ A/cm. Written with d in cm, the correct j_s is 4.0×10⁻⁹ A/cm. The crossover is unchanged because j_b and j_s were scaled together. This is a unit-label error, not a physics error, but it would mislead anyone converting the number.
The fit needs a wide thickness range. CRLB at 3% relative noise, 60 points:
| thickness range | ratio | σ(j_b)/j_b | σ(j_s)/j_s |
|---|---|---|---|
| 20 nm–2 µm | 100:1 | 0.64% | 1.69% |
| 100 nm–1 µm | 10:1 | 0.99% | 2.07% |
| 20–200 nm | 10:1 | 2.23% | 1.17% |
| 500 nm–2 µm | 4:1 | 1.19% | 6.21% |
| 1–2 µm | 2:1 | 2.20% | 15.65% |
A two-parameter separation from a 2:1 series is not credible at 3% noise; the original’s 100:1 series is well conditioned. The correlation between the two parameters is −0.64 to −0.98, so the fit is a classic collinearity problem.
The 1/d law is exact for a uniform surface layer. In the two-layer model the fit recovers j_s to 0.4–4.5% (noise-limited), and the true j_s is (σ_s−σ_b)t_s E. The law is not a microscopic derivation; it is dimensional bookkeeping for a sheet current. A surface layer whose thickness or conductivity changes with d breaks it.
The clean test is antisymmetry, not a thickness series. The half-difference recovers j_s = 4.0×10⁻⁹ A/cm exactly and the half-sum recovers j_b = 2.0×10⁻⁴ A cm⁻². A symmetric device has j_s = 0 and no 1/d term. This is a distinctive, cheap prediction: reverse the illumination side (or the contact polarity) and the surface term changes sign while the bulk term does not.
The 1/d dilution of a sheet current is standard. The relevant recent literature is the interface-BPVE programme: “Giant bulk photovoltaic effect driven by interfacial symmetry breaking in MoS₂/Ta₂NiSe₅ heterostructures” (Nature Communications, 2026) and “High performance bulk photovoltaics in narrow-bandgap centrosymmetric ultrathin films” (Materials Horizons, 2020), plus thickness-dependent BPVE in 3R-MoS₂ (Advanced Physics Research, 2025). These support the physical premise — a centrosymmetric film can show an interface-dominated photocurrent — and make the 1/d term plausible. The novel part here is the separation protocol, not the law.
J(d) = j_b + j_s/d with j_s in A/cm and d in cm. The quoted j_s should be 4.0×10⁻⁹ A/cm, not 4×10⁻¹¹. The law is exact for a uniform surface layer; its microscopic interpretation requires t_s and σ_s. The decisive test is the illumination-side antisymmetry: J(+)−J(−) = 2j_s/d, with a null in a symmetric device.
Status: internally verified; the unit sub-claim is contradicted; the law is conditional on geometry. No experimental data.
A harmonic oscillator of frequency ω₀, quality factor Q and bath temperature T has
τ_φ ≤ ħQ/(k_BT) (classical)
τ_φ ≤ 1/[γ(n_th+1/2)] (quantum), γ=ω₀/Q, n_th=1/(e^{ħω₀/k_BT}−1)
At Q=10⁶, T=20 mK, f₀=100 kHz the classical bound is 382 µs.
The numbers reproduce. Classical 381.9116 µs; quantum 381.911627 µs; ratio 0.999999995; ħω₀/k_BT = 2.4×10⁻⁴.
The quantum expression is exact, and it is an identity. For a thermal Markovian bath,
Γ_φ = γ(n_th+1/2) = (γ/2)coth(ħω₀/2k_BT)
τ_φ = (2Q/ω₀)tanh(ħω₀/2k_BT)
The two-level Lindblad fit gives Γ_φ/γ = 0.5, 1.0, 5.5 for n_th = 0, 0.5, 5 — matching n_th+1/2 to 10⁻¹¹. The “bound” is an equality for the model it describes.
The classical form is the high-T limit, and it is very good at ordinary temperatures. The 10% deviation from the exact form occurs at T = 4.34 µK for f₀=100 kHz. At 20 mK the correction is 4.8×10⁻⁹. The “quantum correction” is therefore irrelevant for essentially all optomechanics at 100 kHz; it matters only in the microkelvin regime. The classical formula diverges as T→0 and is not a bound there; the quantum form is.
The bound is not universal: a squeezed bath beats it. With squeezing parameter r, Γ_φ = γ e^{−2r}(n_th+1/2), so τ_φ exceeds the thermal bound by e^{2r}: 2.72× at r=0.5, 7.39× at r=1, 54.6× at r=2. This is outside the claim’s stated scope (a squeezed bath is non-thermal), but it shows that the inequality is a thermal-equilibrium statement, not a law of nature. A driven/parametric system can do the same.
The 2026 literature search did not find the specific September counterexample. The closest 2026 items are the Spectral Bottleneck Constraint (Zenodo, 24 May 2026), a no-go theorem for aggregate asymptotic rate laws, and the September 2026 induced-coherence paper (arXiv:2609.35523), which is about interferometric triality, not this bound. A systematic search of web indexes and arXiv listings on 3 November 2026 found no paper that directly contradicts τ_φ ≤ ħQ/(k_BT) for a thermal bath. If a specific September 2026 counterexample exists outside the indexed sources, it should be supplied; the honest statement is that this search did not locate it.
The FDT relation S_F = 4mγk_BT and the thermal dephasing rate γk_BT/(ħω₀) are standard in optomechanics and in the theory of damped oscillators. The quantum form (2Q/ω₀)tanh(ħω₀/2k_BT) is the same identity written with n_th. The 2026 no-go result is a warning against three-number consistency claims in general, not a direct test of this one.
For a single harmonic oscillator linearly coupled to a Markovian thermal bath, τ_φ = 1/[γ(n_th+1/2)] exactly. The classical ħQ/(k_BT) is the high-temperature limit and is accurate to 10% above ~4.3 µK at 100 kHz. The inequality τ_φ ≤ ħQ/(k_BT) is a thermal-equilibrium consistency check, not a universal bound; squeezed or driven baths exceed it by e^{2r} or more.
Status: internally verified; the universal reading is contradicted by the squeezed bath; the thermal-bath identity is exact. No experimental data.
For X ~ N(0, σ²I_d) and a codebook of N points, the Gaussian rate–distortion converse gives D ≥ σ²N^{−2/d}, so the RMS coverage error decays as N^{−1/d}. The claim is a theorem transplant from rate–distortion theory.
Lloyd/k-means quantizers with KD-tree assignment, N = 8…4096, d = 2, 5, 10, and a 2-D manifold embedded in d=10. Fit the log–log slope over N ≥ 64.
| source | fitted slope | predicted −2/d | prefactor D·N^{2/d} |
|---|---|---|---|
| Gaussian d=2 | −0.822 | −1.0 | 7.95 |
| Gaussian d=5 | −0.359 | −0.4 | 8.21 |
| Gaussian d=10 | −0.173 | −0.2 | 13.61 |
| 2-D manifold in d=10 | −0.826 | −0.2 | 0.010 |
The exponent approaches −2/d; the d=2 finite-N slope is shallow because N=4096 is not asymptotic and k-means is not the optimal quantizer. The prefactor is 8–14, not 1: the inequality D ≥ σ²N^{−2/d} holds, but it is not tight at these N, and the claimed constant is not achieved. The manifold case is decisive: the ambient dimension is 10 but the slope is −0.83, i.e. the effective dimension controls the cost. Using d=10 would overestimate the repertoire needed by a large factor.
Shannon’s rate–distortion theorem and Zador’s asymptotic quantization theory are the prior art. The biology is the open mapping. Status: internally verified (theorem transplant); the constant sub-claim is refined; the effective-dimension caveat is the useful result. No experimental data.
Coverage decaying exponentially in N, or a fitted slope near −1 for a genuinely high-dimensional pathogen space, would contradict the quantizer model. Corrected: D ≈ C_d σ²N^{−2/d} with C_d ≈ 8–14 over the tested range; use the measured effective dimension, not the ambient dimension.
On a regular b-ary copying tree with per-edge error p, the archetype is reconstructible iff b(1−2p)² > 1 (Kesten–Stigum). The claim is a transplant.
80–120 trees, root strings of length 24–48, b=2,3,4, depth 4–12, majority reconstruction (ML for the symmetric BSC tree). Locate the 0.5-overlap crossing and compare with p_c=(1−1/√b)/2.
| b | p_c (asymptotic) | empirical 0.5 crossing (depth) |
|---|---|---|
| 2 | 0.1464 | 0.134 (h=12) |
| 3 | 0.2113 | 0.191 (h=9) |
| 4 | 0.2500 | 0.248 (h=6) |
The finite-depth crossing is below the asymptotic threshold, as expected: at finite depth the transition is smoothed. The depth scan confirms the direction: for b=3, p=0.18 (above threshold) has overlap 0.60→0.51 over h=4→10, while p=0.22 (below) decays 0.45→0.27, and p=0.30 decays to 0.04. The theorem is reproduced with a finite-size correction.
Kesten–Stigum (1966); Mossel’s tree-reconstruction work; the Roch lecture notes. Status: independently replicated numerically. The paleographic estimation of b and p is unverified and is the actual open problem.
A tradition below the predicted threshold reconstructed with high confidence, or above it and opaque, would contradict the mapping. Corrected: the threshold is asymptotic; a single-depth 0.5 crossing is biased low by 0.01–0.02 at h≤12. Use the depth scaling (persistence vs decay), not a single crossing.
If N(>D) ∝ D^{−b}, E ∝ D³ and L ∝ E^γ, then P(L>x) ∝ x^{−α} with α = b/(3γ). For b=2.7 and γ=2/3, α=1.35: finite mean, infinite variance.
Synthetic: b_est = 2.69–2.71, α_L = 1.345–1.356, exact to the estimator’s precision.
Fireball catalogue:
| threshold (kt) | n tail | α_E | b_est = 3α_E | α_L (γ=2/3) |
|---|---|---|---|---|
| 0.2 | 517 | 0.912 | 2.736 | 1.368 |
| 0.5 | 221 | 0.939 | 2.816 | 1.408 |
| 1.0 | 109 | 0.884 | 2.651 | 1.325 |
| 2.0 | 59 | 0.903 | 2.709 | 1.354 |
| 5.0 | 28 | 1.099 | 3.297 | 1.648 |
| 10.0 | 12 | — | — | — |
For thresholds 0.2–2 kt, b ≈ 2.65–2.82 and α_L ≈ 1.33–1.41, bracketing the predicted 1.35. At 5 kt the tail has only 28 events and the estimate is noisy. The result is a genuine public-data consistency check, not a new measurement: the catalogue is incomplete, the impact energies are model-derived from radiated energy, and the agreement may be partly built into the energy conversion. The actuarial conclusion (variance infinite for 1<α<2) is standard extreme-value theory; it is not tested here against insured losses.
Impactor size–frequency laws, the CNEOS fireball survey, and regular variation in catastrophe insurance. Status: experimentally supported (catalogue), conditional. The synthetic part is independently replicated.
An exponential loss tail, or α > 2 at high confidence, or a population with b>2 and γ≈1 producing a finite-variance loss distribution after aggregation. Corrected: α = b/(3γ) is exact given the power laws; the empirical support is b≈2.7 for 0.2–2 kt fireballs, so α≈1.35 with γ=2/3. The claim should cite the threshold range, not a single number.

E[A]=1/λ for a homogeneous Poisson nucleation process; the area CV is ≈0.53; the earlier exponential-area guess is false.
Periodic Voronoi tessellation (3×3 tiling, convex-hull cell areas), 200–3,200 nuclei, 8 repetitions, plus Thomas-clustered and regular-grid controls.
Poisson: mean-area ratio 1.000 at n=3,200; CV 0.530 (n=3,200), 0.519 (n=800), 0.543 (n=200). The exponential fit is rejected (KS p≈0). Thomas-clustered: CV 0.993 at n=200, 0.727 at n=800, 0.585 at n=3,200 (approaching Poisson as the density rises). Regular grid: CV≈0. The mean-area identity is exact; the CV is a diagnostic for Poisson nucleation, not a universal constant of glaze chemistry.
Meijering’s theorem; the Gilbert/Voronoi model of craze cells. Status: internally verified; the exponential guess is contradicted. No glaze images were measured.
Mean area not scaling as 1/λ, or a CV far from 0.53 with no change in chemistry. Corrected: E[A]=1/λ is exact; CV≈0.53 is the Poisson benchmark; a CV near 1 indicates clustering, near 0 indicates a regular grid.
F ≈ E w t³ θ/(6H²); the force scales as the cube of spine thickness.
A 2-D plane-stress finite-element model: a cantilever strip of length H, thickness t, unit width, clamped at x=0, loaded by a pure end moment M. The effective stiffness EI_eff = MH/θ is measured from the end-face rotation. A fixed rotational compliance c_j models the joint.
The fitted slope of log EI_eff vs log t is 2.99975 over t = 0.005–0.08, confirming the cubic scaling. The absolute value is 0.648× the beam formula t³/12 across the whole range (a constant 2-D/end-effect factor), so the dossier’s 1/6 is a boundary-condition convention, not a universal prefactor; the elastic-strip value is 1/12.
The joint changes the exponent. With a fixed rotational compliance c_j, the log–log slope of F/θ vs t is 3.0 for c_j=0, 1.84 for c_j=10⁶, 0.26 for c_j=10⁸, and 0.04 for c_j=10⁹. When the joint dominates, the force is nearly thickness-independent. A measured slope below 3 is therefore evidence for joint compliance, not a refutation of elasticity.
Euler–Bernoulli beam theory is textbook. Status: internally verified; the absolute constant is refined. No bench measurements.
A slope significantly different from 3 after controlling for width, height and joint compliance; or a force independent of thickness in a joint-free strip. Corrected: F ∝ t³ in the elastic-strip limit; the prefactor is geometry-dependent (0.648× the beam formula in this 2-D model); a joint-dominated binding shows a slope near 0–1.
Four failure modes recur across the ten investigations, and they are more transferable than any single number.
Normalisation is often the result. The 22.9% edge bias is the mean over 25 inset patches; it becomes 16.7% at M=9 and 26.9% at M=100. The 136× I2 spread becomes 356× on a wider grid. The “2.000” is a rounded 1.9999999999993. A number quoted without its layout, range, or estimator is not reproducible.
Estimator dependence is not a nuisance; it is the systematic. T₂ varies by a factor of 7 between the first-crossing and area definitions on the same curve. κ_app varies by a factor of 3.45 between the amplitude and intensity beam radii. The Hill tail index varies by 0.25 between thresholds. Pre-registering the estimator is part of the test.
A proof that assumes its conclusion is worse than no proof. P1’s filter-function model multiplies the coherence by exp(−T/2T₁), so it cannot return T₂ > 2T₁. The calculation is internally consistent and physically irrelevant to the universality question. This is the clearest negative result of the round.
Model-relative optimisation can be worse than random. D-optimal witness placement for a quadratic field is worse than maximin or a grid on both adversarial fields (18.1% vs 9.8% on the rim; 2.8% vs 1.1% on boundary-null). The same lesson applies to the I2 two-spot design: two spots chosen without regard to λ can be unidentifiable.
| Investigation | What is already known | What might be new here |
|---|---|---|
| I2 | 2-D heat spreading with a substrate conductance; two-spot identifiability | Zero-bias λ*=0.4348; the beam-width factor-2 trap; the failure map for two spots when both are substrate-dominated |
| H0199 | Regression extrapolation; space-filling designs; kriging | Matched head-to-head with the actual interleaved layout; the M-dependence of the 22.9%; D-optimal worse than random under misspecification |
| P1 | T₂ ≤ 2T₁ for the standard qubit; estimator dependence of T₂ | The circularity of the Discovery07 proof; 37 degenerate (β,A) pairs at fixed ratio |
| P2 | Sheet-current 1/d dilution; interface BPVE | The antisymmetry protocol; the 100× unit correction; the conditioning map |
| P3 | FDT; thermal dephasing; squeezed-bath noise reduction | Scope statement; 4.34 µK crossover at 100 kHz; the “bound is an equality” reading |
| H123 | Rate–distortion; Zador | The prefactor 8–14 for k-means at accessible N; effective-dimension falsification |
| H153 | Kesten–Stigum; tree reconstruction | Finite-depth bias of the 0.5 crossing (0.01–0.02) |
| H203 | Regular variation; impactor size–frequency | Fireball-catalogue b≈2.7 and α≈1.35 for 0.2–2 kt |
| H541 | Meijering; Poisson–Voronoi | CV diagnostic separating clustered/regular nucleation at fixed mean |
| H346 | Euler–Bernoulli | 2-D FEM constant 0.648×; joint-compliance slope transition 3→0 |
None of the “potentially novel” items is a new physical law. They are corrections, protocols, and scope statements. That is the appropriate output of a validation round.
| ID | The claim dies if… |
|---|---|
| I2 | a sample with known κ, G does not follow R(λ) at the stated s, d; or a two-spot fit with max λ<10 errs >10% |
| H0199 | an edge-only layout reaches <2% on a boundary-null field at any N |
| P1 | a same-conditions device has exponential T₂ > 2T₁ with verified T₁, or the ratio is one-to-one with β at unknown A |
| P2 | J is thickness-independent in a centrosymmetric film; or the illumination-side half-difference is not 1/d |
| P3 | a thermal-bath oscillator exceeds 1/[γ(n_th+1/2)] with verified Q, T |
| H123 | coverage decays exponentially in N; or a high-dimensional source shows slope ≈−1 |
| H153 | a below-threshold tradition is reconstructed with high confidence, or an above-threshold one is opaque |
| H203 | an exponential loss tail, or α>2 at high confidence |
| H541 | mean area ≠ 1/λ; or CV≈0.53 is not reproduced for Poisson nucleation |
| H346 | slope ≠ 3 after controlling for joint compliance; or force independent of t in a joint-free strip |
/research/; it is not peer reviewed, and the code is the authority.Environment: Python 3.14, numpy 2.5.4, scipy 1.18.1, matplotlib 3.11.2. All runs fixed-seed. Total runtime under five minutes on the machine that produced this report; the fireball catalogue is cached in data/fireballs.json.
cd code
python3 t01_i2.py # I2
python3 t02_h0199.py # H0199
python3 t03_p1.py # P1
python3 t04_p2.py # P2
python3 t05_p3.py # P3
python3 t06_h123.py # H123
python3 t07_h153.py # H153
python3 t08_h203.py # H203 (uses data/fireballs.json)
python3 t09_h541.py # H541
python3 t10_h346.py # H346Each script writes data/tNN_*.json and figures/tNN_*.png. The summary numbers in this report are read from those JSON files; no number was typed by hand without a corresponding field.
Originals: orig/ contains the unmodified source, the Discovery07 proof text, and SHA256SUMS.txt. The original folders in the workspace were not modified.
| Source | Used for | Status |
|---|---|---|
| Refined optothermal Raman, MoS₂/MoSe₂ | I2 prior art | peer-reviewed, abstract-level check |
| Variable-spot-size laser-flash Raman | I2 prior art | peer-reviewed, abstract-level check |
| Interface BPVE in MoS₂/Ta₂NiSe₅ | P2 prior art | 2026 Nature Communications; metadata check |
| Centrosymmetric ultrathin BPVE | P2 prior art | peer-reviewed, metadata check |
| Spectral Bottleneck Constraint | P3 prior art | preprint, single author, not peer reviewed |
| Induced coherence, arXiv:2609.35523 | P3 literature search | September 2026 preprint, not a counterexample to P3 |
| Kesten–Stigum notes | H153 | lecture notes |
| Zador quantization | H123 | survey/thesis extract |
| CNEOS fireball API | H203 | live public data, fetched 2026-11-03 |
| Poisson–Voronoi statistics | H541 | reference notes |
The 2026 sources are flagged as preprints or metadata-level checks; they were not read in full. No source is used to claim experimental support for a claim that this round did not test.
If one sentence survives: the numbers that were wrong were wrong by factors of 2 to 100, and the proofs that were circular were circular because they multiplied by a factor that could never exceed 1. Both are cheaper to catch than to publish.
Download the release ZIP (code, data, figures, originals, 1.3 MB) · Back to the research hub
Status vocabulary: unsupported, contradicted, internally verified, independently replicated, experimentally supported. No claim on this page is experimentally supported by a new experiment.