Disposition
The candidate reading's most dangerous unproven step — "the transplant lemma" connecting theta_full (proved at the hunt's window) to the Cheer-Goldston floor (computed with the Montgomery-Taylor kernel) — is now dissected into measured parts. There is no kernel-comparison inequality to prove; there is a chain re-run to do, at a window that is now exactly identified, with entry constants measured 3x friendlier than the ones the chain already survived. Two would-be shortcuts are closed by exact degeneracies, both measured to their exactness.
The three windows (instrument: transplant_lemma.py)
| window | kernel zeros | CG mechanism | grid LAW D | retention entry |
|---|---|---|---|---|
| hunt (L=8 septic; levels 1-7) | ratios 1 : 2.0001 : 3.0003 | DEAD (arithmetic to 1e-4; bucket LP floor = 0.00e+00 exactly) | exact (level 1) | minW/sigma^2 = -1.2137 (LAW I), theta_full = 0.02 proved |
Hann grid (phi = cos^2(pi u), width 1; the blockpos.py shape) | 6pi, 8pi, 10pi, 12pi | DEAD EXACTLY (2 lambda_1 - lambda_4 = -5e-13) | exact: B = 2 pi Phi2_h, defect 3.7e-8 | minW = -1.7e-5 (harmless field, worthless floor) |
| MT (phi = cos(sqrt2 t), width-1 box) | 1 : 1.9201 : 2.8566 : 3.7977 | ALIVE (CG 1993; c_u one-sided = 5.02e-6 at nu_on) | exact (the "0.53% alias" was truncation: defect scales 1/K, 3.8e-3 -> 6.0e-5 over K 80 -> 5120; a width-1 window cannot reach the +-2pi combs) | minW/sigma^2 = -0.43, band at 1.10-1.12 mean gaps |
Three exact identities anchor the table:
- g_MT is a window kernel: the Montgomery-Taylor kernel is EXACTLY the normalised squared Fourier transform of cos(sqrt2 t) on the width-1 box (measured defect 2.5e-16). Taylor's sqrt2 modulation is precisely what breaks the arithmetic zero structure — the entire ordered-gap floor mechanism lives in that modulation and nowhere else.
- The Hann grid form is alias-free: B(z, w) = 2 pi Phi2_h(z - w) to 3.7e-8 — the satellite structure of the width-1 Hann window cancels the +-2pi grid aliases exactly. LAW D transplants verbatim to the pinned zero-side shape.
- Both shortcut windows are lesion-exact: the hunt kernel's zeros are arithmetic to 1e-4 and its bucket floor is 0 to LP precision; the Hann kernel satisfies 2 lambda_1 = lambda_4 to 5e-13. The CG floor's own lesion (
lesion_wrong_lambda2) is not a hypothetical — two of the three natural kernels sit exactly on it.
What "the transplant lemma" actually is now
- T1 (the work): re-run the retention chain at the MT window. The machinery is window-parametric; the entry card says the trade is 3x friendlier (damage envelope -0.43 sigma^2 vs -1.21 sigma^2, negative band at ~1.1 mean gaps — exactly the lambda_1 geometry the CG buckets occupy). (A first report of a "0.53% alias defect to carry" was wrong - pure grid-sum truncation; LAW D is exact here too, see the T1 section below.)
- T2 (census/normalization): grid unit x 2 pi = mean gap; measured consistent (the damage band lands at 1.10-1.12 mean gaps, where lambda_1 = 1.057-1.06 lives).
- T3 (plumbing): CG's floor-to-constant conversion, calibrated against their printed 1993 values (already in
reconnect.py). - T4 (taper/truncation): the upstream count's bookkeeping restated one-sided at the composed value (unchanged status).
- T5 (the upstream pin): the in-repo zero-side regression shape is Hann; the Theorem-D kernel is MT; which window the pinned Lean zero-side actually carries is decided by
anthropics/zeta-23-lean(external to this session's reach) and must be pinned before T1's result is composed.
What this changes in the candidate's status
Nothing upward: the reading 0.6725009045 remains a candidate. Downward protection improved: the failure mode "the two kernels cannot be compared" is eliminated (they need not be compared — the chain moves to the floor's own kernel), and the failure mode "the floor dies at the paper's kernel" is now a measured fact rather than a risk, with the MT modulation identified as the unique escape. The critical path is T1, which is compute with existing machinery, then T5, which is a pin.
Reproduction
.venv/bin/python hunts/frontier_math/transplant_lemma.py # ~2 min
.venv/bin/python -m pytest -q -o addopts='' \
hunts/frontier_math/test_transplant_lemma.py # ~2 minT1, first session (mt_chain.py): what transplants, what breaks, what is named
Transplants exactly: LAW D (B = 2 pi Phi2_mt, truncation control 3.8e-3 -> 6.0e-5 over a 64x range — the earlier alias claim is corrected: a width-1 window cannot reach the +-2pi combs); LAW K (grid pair-block spectrum {2(1+sigma^2), -2 sigma^2} matched at y = 0.45); the LAW-I-style envelope, one-sided: W >= -0.54 sigma^2 at y = 0.49 (-0.70 at 0.3), vs the hunt window's -(1+m0) = -1.21.
The trade itself is measured healthy (explicit band-riding adversary, one pair): at FULL charge (c = 1, i.e. theta = 0) the total damage is D = 0.030 against slack 0.142 at y = 0.49 (0.011 vs 0.052 at y = 0.3) — 4.7x inside, with only two zeros ever profitable (the +-1.10-mean-gap band pair). (A first version of this line said "even at theta = 1"; that is false — at theta = 1 the charge is multiplied by zero and the supremum is unbounded by stacking. Corrected by the adversary hunt, and the mislabel is kept in the record.)
The level-4 chain DP does NOT transplant. Its cap fails at every theta (0.44 vs slack 0.14) for a structural reason now pinned: at the MT window the damage bands sit at the kernel zeros and persist with a 1/g^2 envelope (the box window's boundary jump), and the DP's interval charge floors straddle those same zeros — min omega^2 over [delta, 3 delta] = 0.182 / 0.023 / 0.000 across the ladder — so the chain grants every far band free. The true repulsion at band separations is pointwise and small but decisive (omega^2 = 0.017 at 6.11, 0.011 at 6.28, 0.001 at 12.3), which is exactly what the explicit adversary pays and the interval DP ignores. The named T1 theorem object is a band-lattice counting dual with point-separation charges (charge the k-th band pair its actual omega^2 at the near-arithmetic separation, not an interval minimum).
Status of the candidate reading after T1's first session: unchanged in value, re-founded in support. The hunt-window theta_full cannot fund the g-kernel floor (the hunt-kernel floor is 0 — finding 1), so the reading now rests on: MT-window retention (measured healthy, awaiting the band-lattice dual for configuration-freeness) + the one-sided g-floor + calibrated plumbing + the census + T5. No proportion is claimed.
T1 second session: the band-lattice dual — theta* = 0.995 at the MT window
Instruments: band_dual.py (the dual), mt_pairs.py (the pair layer), mt_adversary.py (the kill-control hunt). Controls in test_transplant_lemma.py.
The first session's obstruction was not one
The first session reported the uniform-cell chain DP failing at every theta (cap 0.44 vs slack 0.14) and named a band/kernel-zero arithmetic coincidence as the obstruction. Both halves are now corrected:
- the number was mostly an artifact. A uniform delta-cell partition of a +-600-unit range makes ~800 cells, each granted its own Lipschitz margin (~1.7e-3), i.e. ~1.3 of damage granted out of thin air. The blanket margin, not the mathematics. This is the THIRD occurrence of that failure mode in this hunt (level-5 resolution scare, level-7 mid-zone blanket, here) and it has now been met three different ways; the standing lesson is that any per-cell allowance must be local and must scale with the quantity it is protecting.
- the coincidence was never load-bearing. omega^2 is a square, so every cross-band internal charge may be dropped one-sidedly. The dual needs no charge floor at band separations at all — precisely the quantity whose vanishing was blamed.
The dual
Partition by the damage field's own structure, not by a ruler. At MT the damage lives in narrow, well-separated bands (width 0.97 grid units at y = 0.49, recurring every ~1 mean gap, the first at 1.106 mean gaps), with maxima decaying like 1/g^2 (measured ratios 4.93, 2.33, 1.80, 1.57 against the law's 4, 2.3, 1.8, 1.6). Then
cap(theta) = 2 sum_k max_m [ m F_k - (1-theta) m (m-1) K_k ]
- closed-form 1/g^2 tail,
with F_k the band maximum (local slope margin, from closed-form Phi2'), K_k the one-sided min of omega^2 over the band width, cross-band charges dropped. The partition is complete, not assumed: a band is exactly where q = Re(Phi2)^2 - Im(Phi2)^2 < 0, and an unresolved band would need an interior dip of q, excluded whenever q > (1/8)|q''| step^2 off the resolved bands. Measured worst ratio 326 (y = 0.02) to 7347 (y = 0.49), so the off-band allowance is exactly zero rather than a blanket.
Results
| quantity | hunt window | MT window |
|---|---|---|
| free-band ratio (every band granted, zero charge) | — | 0.34-0.36, flat in depth (0.357 at y = 0.02, 0.346 at 0.49) |
| secured single-pair theta* | 0.1 | 0.995 |
| what binds | the counting cap | same-band multiplicity only (double occupancy of the first band turns profitable below theta ~ 0.992-0.9997) |
| stacking floor (pair layer) | 0.255 mean gaps | 0.979 mean gaps (~3.8x wider) |
| worst dipole cover factor | 2.8-6.7 | 8.84-9.91 |
| dense-deep pinch | +0.07 at nu_p 1.25-1.5 | none; only a ~10%-wide soft window at nu_p ~ 0.97 (T/slack -0.381), where nearest-neighbour spacing sits on the damage band |
The adversary cannot reach the slack even at theta = 1 with single occupancy: the entire band sum, both sides, is about a third of it. The projection control holds (measured band-riding adversary 0.0102 <= cap 0.0179 at y = 0.3), theta = 1 makes the cap infinite as it must, and the pair layer's LAW L defect is pure truncation (1/K scaling over a 16x range), with three lesions rejecting.
What this does and does not do to the decimal
theta* = 0.995 is the single-pair reduction. The composed reading needs theta_full, the JOINT value; at the hunt window the joint layer cost a factor 5 (0.1 -> 0.02). The MT pair layer is measurably friendlier (no pinch, wider floor, larger cover), so the joint loss should be smaller, but the joint run at MT has not been done and no new reading is claimed. For scale only, and explicitly conditional: if theta_full^MT landed at 0.2 (the hunt window's 5x loss) the candidate would move +2.0e-6 instead of +2.0e-7; at 0.995 it would be +1.0e-5. Both are conditional arithmetic, not readings. The reading of record remains 0.6725009045, a candidate.
Named next objects
- the joint (on-line + pair) cap at MT — the direct joint-field dual of level 7 rebuilt on the band partition;
- the nu_p ~ 0.97 soft window, now the pair layer's only kill control;
- the arb pass over the band dual (same shape as
hardened_direct.py); - T5, the upstream Lean window pin, unchanged and external.
T1 third session: the joint cap, and the composition made coherent
Instrument: mt_joint.py (the joint cap on the band partition); mt_adversary.py (the independent kill-control hunt).
The joint layer costs nothing at MT
The level-7 direct route, rebuilt on the band partition: bands from the JOINT field (never per pair), sub-partitioned into delta-cells with the square completion per cell, cross-cell charges dropped, partition shown complete (worst Q / curvature ratio 874-60889 across the sweep).
| configuration | pairs | budget | cap | margin |
|---|---|---|---|---|
| isolated single pair y=0.49 (the binding case) | 1 | 0.1423 | 0.0653 | +0.0771 |
| isolated single pair y=0.3 | 1 | 0.0524 | 0.0194 | +0.0331 |
| two pairs far apart y=0.49 | 2 | 0.2847 | 0.1308 | +0.1538 |
| two pairs at the worst dipole y=0.49 | 2 | 0.2203 | 0.0611 | +0.1592 |
| lattice nu=0.5 y=0.49 | 4 | 0.5304 | 0.0891 | +0.4414 |
| lattice nu=0.97 y=0.49 (the pair layer's soft window) | 7 | 0.6274 | 0.0837 | +0.5436 |
| lattice nu>=1.25, all depths, all battery shapes | 10-24 | 9.4-186 | 0.0000 | budget |
(margins at theta = 0.995; the nu >= 1.25 rows close at every theta.)
At pair density >= ~1 per mean gap the joint damage field has no positive region at all. Measured directly: the maximum of the summed field over a 200-grid-unit halo is -7.5e-4 (at the far window edge, where it approaches 0 from below), against -3.9 inside the lattice, versus a single pair's +1.5e-2. LAW M's positive mean, summed over enough pairs, swamps every band — the on-line adversary has nowhere to stand.
So the ordering is inverted relative to the hunt window: there, density was the danger and the joint layer cost a factor 5 (0.1 -> 0.02), with a dense-deep pinch needing an entire mutual-exclusion argument. Here density is the defence, and the binding configuration is the ISOLATED pair — i.e. the joint layer imposes no loss at all and
theta_full(MT) = theta*(MT) = 0.995 (measured grade).
The composition is now window-coherent
c_u is computed with the Montgomery-Taylor kernel g, and g is exactly the normalised squared Fourier transform of the MT window (defect 2.5e-16). The retention now comes from the same window. The previous composition drew its retention from the hunt window, whose own ordered-gap floor is 0 — it sits on the floor's lesion — so that pairing was never coherent. That incoherence is what forced T1, and it is now repaired:
candidate = 0.6725007037 + 2 * 0.995 * 5.0212e-6 = 0.6725106958
i.e. +9.99e-6 against the pinned constant, where the hunt-window composition gave +2.01e-7.
This is a candidate reading, not a proportion, and five named steps remain open: the transplant plumbing (linearity with coefficient 1), the census conversion (measured consistent only), taper/truncation restated one-sided, the arb pass over the band dual and the joint cap, and T5 — which window the pinned upstream Lean zero-side carries, whose arbiter is external to this session. Any one of them alone withholds the word improvement.
The independent adversary hunt (mt_adversary.py) and one correction it forced
A separate search (exhaustive n = 1..6 with analytic gradients, band lattices, multiplicity, phase offsets, depth and theta sweeps) found no configuration beating the two-zero band pair: worst measured take 0.2091 of slack at y = 0.49, and a charge-free one-per-band envelope of 0.325-0.335 of slack across all depths — an independent measurement of the same ~1/3 the band dual bounds one-sidedly at 0.34-0.36. Its measured largest safe theta is 0.9990 at y = 0.49, rising to ~1 at the shallow end. So theta* is now sandwiched: 0.995 (one-sided dual) <= theta* <= 0.999 (measured adversary) — the bound is within 0.4% of the truth.
The hunt also caught a wording error of ours, kept in the record: an earlier line read "the trade stays inside the slack even at theta = 1". False as written — at theta = 1 the internal charge is multiplied by zero and stacking m zeros on one band is unbounded, which is exactly why both duals report cap(theta = 1) = infinity. The measured figure was the FULL-charge case (c = 1, i.e. theta = 0). Corrected in mt_chain.py, here, and in the ledger. It also recorded a counter-control worth keeping: the natural concave-QP relaxation that would give an upper bound overshoots by 66x, because fractional multiplicities make the self-charge negative.
T1 fourth session: the arb pass, and a kernel-pairing error found in our own composition
The arb pass survives, and is tighter than the float pass
hardened_band.py hardens the single-pair band dual in ball arithmetic. The notable difference from the previous window: interval-argument evaluation is essentially lossless here (amplification 1.06 at g = 1.1, falling to 0.0024 at g = 300, against ~1.8e5 at the hunt window), because the MT form is three trigonometric terms with no ramp^2 integer assembly and no moment recursion for interval radii to lose. So the cover is by genuine continuum enclosures and no Lipschitz margin is granted anywhere — "no band narrower than the grid" becomes a property of the cover rather than an inference.
| y | slack >= | cap <= | margin >= | cap/slack (float) |
|---|---|---|---|---|
| 0.02 | 2.304683e-4 | 7.739518e-5 | +1.530731e-4 | 0.336 (0.357) |
| 0.10 | 5.768282e-3 | 1.938606e-3 | +3.829677e-3 | 0.336 (0.341) |
| 0.30 | 5.241061e-2 | 1.778540e-2 | +3.462521e-2 | 0.339 (0.341) |
| 0.49 | 1.423407e-1 | 4.912314e-2 | +9.321760e-2 | 0.345 (0.346) |
The hardened cap comes in BELOW the float cap at every depth. Largest surviving theta 0.9988 (float boundary identical: clears 0.9988, fails 0.9989), so hardening moves the answer by less than one scan step, and the binding term remains multiplicity, never the damage sum.
The kernel-pairing error, in our own composition
Asking what two symbols denote turned up a real defect in the reading:
- theta_full retains the paper's Frobenius/incidence mass R = sum omega^2(gaps) with omega = Phi2/Phi2(0), Phi2 = FT(phi^2) — because the grid bilinear form is proportional to Phi2 (LAW D);
- c_u is CG's bucket floor in the Montgomery-Taylor kernel g, which
transplant_lemma.pymeasured to be exactly (FT phi / FT phi(0))^2.
(FT phi^2) is not (FT phi)^2 — the first is a self-convolution, the second a square. Measured: the two agree at u = 0 by normalisation and diverge at once (ratio 1.02 / 1.12 / 1.70 / 0.66 at u = 0.3 / 0.6 / 0.9 / 1.5), and their zeros differ by 6% (omega's first at 1.1208 mean gaps against lambda_1 = 1.0573). Multiplying theta_full by c_u was therefore mixing two kernels, undeclared.
Both zero sets are non-arithmetic, so both kernels carry a live floor (unlike the hunt window's omega, arithmetic to 1e-4 with floor exactly 0). Computed on one ladder, stable across n = 600k / 1.2M / 2.4M, with the lambda_2 lesion dying on both:
c_u(g) = 5.021179e-06 reading 0.6725106958 c_u(omega^2) = 4.021769e-06 reading 0.6725087070 <- conservative
The reading of record therefore becomes 0.6725087070 (+8.00e-6), the conservative pairing. Which pairing the upstream count actually requires is the residual T3 — and it is now a sharp question about the paper's Theorem D derivation (is its discarded mass an omega^2 sum or a g sum?) rather than a vague worry about plumbing. Instrument: kernel_pairing.py.
Confidence audit: what would have to be true
Asked point-blank whether the reading is certain, the honest answer is no, and the reasons are worth writing down in order of how much each would cost.
1. T3 is not a detail; it is the load-bearing unknown. The formula H + 2 * theta * c_u is inherited from the arithmetic that was CLEAN KILLED. Two halves of it separate cleanly:
- calibrated:
H + 2 * floorreproduces Cheer-Goldston's printed 1993 constant from their own inputs (recomputed floor 0.00012638 against their 0.00012636; constant 0.6727535 against their 0.6727534). So the coefficient 2 and the linearity are right within CG's framework. - not calibrated, and never derived anywhere: that
thetaenters that formula multiplicatively. CG's improvement is RH-conditional and lives in Montgomery's pair-correlation framework;thetais a retention in the paper's Frobenius/incidence framework. Nothing in this hunt establishes that a retention in the second plugs into the arithmetic of the first. If it does not, the reading is vacuous no matter how large theta is.
2. The window identification rests on one number. The pinned constant is exactly the Montgomery-Taylor constant (2 - MT_CONST = 0.67250070368, agreeing with the pinned digits to 2e-11 — pure rounding). That is real evidence that the paper's window is the MT window, and it is the only evidence there is. (Checking it also caught two stale comments in the repo printing wrong digits for MT_CONST and H_PAPER, one of which had already been copied into a third file here before being noticed. Corrected, and both facts are now tests.)
3. T5 remains external. Which window the pinned upstream Lean zero-side actually carries cannot be settled from this session.
4. The measured error rate in this work is not small. This session alone produced, and then caught, four defects of our own: the blanket-margin artifact (three separate times, in three different guises), a theta = 1 convention mislabel, the kernel-pairing mix, and a propagated stale comment. Every one was found by a control or by an independent route rather than by inspection. That is the argument for the controls, and simultaneously the argument against confidence in any step no control has yet touched.
What would survive even if T3 fails: the MT-window results themselves — LAW D exact, the band structure, the free-band ratio ~1/3, theta* sandwiched in [0.995, 0.999] by a one-sided dual and an independent adversary hunt, arb-hardened at 0.9988, and the joint layer costing nothing. Those are statements about the window and are cross-checked several ways. What they are NOT is a proportion.
T3/T5 from the source: the window pin and the kernel resolution
The paper itself (SHA-256 pinned below in the ledger) was read for the two questions the confidence audit left open. Instrument: paper_pin.py; every sentence below that can be computed is a test.
T5 is answered. Section 7.1 and the Theorem D proof pin the upstream window completely: rho = 1, box of width L, ends mollified by the fixed-width ramp, and — the sentence that decides everything — "Writing phi^2(u) = v(u/L) ... the constant is the scale-free functional (7.3)" with maximiser v\(s) = cos(sqrt2 s)*. The variational profile belongs to phi squared, and the Theorem D window is phi(u) = cos(sqrt2 u/l)^(1/2) on the box (the proof checks cos >= cos(1/sqrt2) > 0 on the support precisely so the square root is admissible). The external Lean double-check is thereby downgraded to optional.
The functional, implemented once, reproduces three constants. 1/c(v) = (int v^2 + int int |s-s'| v v) / (int v)^2 — Montgomery's K(0)/(Khat(0) + int |Khat|) with K = |vhat|^2 — gives
v* = cos(sqrt2 s): H = 0.6725006969 (n=4001; defect 6.8e-9, shrinking on the ladder) v = 1: H = 0.6666666562 (Montgomery's 2/3) v = cos^2: H = 0.6673241112
The third line is the new fact: the T1 chain's window (phi = cos box, so v-profile cos^2) is an admissible but strictly weaker member of the class — 5.2e-3 below the optimum, three orders of magnitude larger than the 8e-6 floor under negotiation.
T3's kernel half is answered, and the ambiguity dissolves. tr G^2 is the pair sum weighted by B^2, LAW D makes B proportional to FT(phi^2), and for the paper's window FT(phi^2) is the transform of the cos(sqrt2 .) box — already measured (mt_kernel_identity, defect 2.5e-16) to be the square root of the MT kernel. So under the paper's window omega^2 IS g: the mass kernel and the Cheer-Goldston floor kernel coincide by construction, and (7.3) says so in words (K = |vhat|^2). The omega^2-vs-g split that forced the conservative reading was an artifact of the T1 window putting the cos profile on phi instead of phi^2; it is absent from the paper's chain.
What this costs. The entire T1 re-run — mt_chain, band_dual, mt_joint, the adversary hunt, the arb pass, theta* = 0.995 — was computed on the damage field of the WRONG class member: every field was built from Phi2 = FT(cos^2 box) where the paper's chain has Phi2 = FT(cos box). The named burdens behind the candidate are now:
(a) chain re-run at Phi2 = FT(cos box) — same machinery, one kernel swap; until it lands, theta* = 0.995 is a measurement about a neighbouring window, not the paper's; (b) the ramp: theta* at the pure box vs the paper's ramp-mollified window, O(log l / l) constant corrections; (c) T3's multiplicative half, unchanged and still the load-bearing unknown: the paper's (L) consumes ||P+Q||_F^2 whole via "(2 tr P - r) + (4 tr Q - 4b) plays the role that sum (2m-1) plays in Montgomery's argument"; that the eroded on-line off-diagonal mass enters as theta times a CG floor in the paper's units is derived nowhere.
Where the reading stands. The conservative figure 0.6725087070 was the right thing to report while the pairing was unknown. With the pairing settled in favour of g, the correctly-paired figure would be 0.6725106958 — but only after burden (a) re-establishes theta at the correct field. Until then the reading of record stays 0.6725087070, a candidate, and no proportion is claimed.
Burden (a) discharged: the chain at the paper's field
Instrument: paper_chain.py (an agent build, coordinator-reviewed); controls in test_paper_chain.py (11 tests).
The band-dual chain was re-run with the incidence kernel swapped to the paper's field, Phi2 = FT(cos box) = the v*-transform (A = 0.9187253699; band lattice = the MT-kernel zeros, 63 bands in (0, 400], first centre 1.0443, separations 0.980-0.998 mean gaps, non-arithmetic). Result:
theta*_paper = 0.995 (same grid point as the T1 window), margins roughly 2x the T1 run in relative terms: y=0.02: cap 0.000111 vs slack 0.000248 y=0.10: cap 0.002636 vs slack 0.006208 y=0.30: cap 0.023905 vs slack 0.056436 y=0.49: cap 0.091090 vs slack 0.153435 theta = 0.999 fails at y = 0.49 (margin -0.116), consistent with the multiplicity threshold 0.98922 there.
All mandatory controls ran: kernel identity to 2.5e-16, closed-form derivative pins (one transient differencer-roundoff false alarm, documented in the control's docstring; the closed form was right), no-missed-band ratios 328-7154 with off-band allowance exactly 0, cap divergence at theta = 1, greedy adversary strictly inside the cap, free-band ratio 0.42-0.45, and a distinctness control showing this is not a re-run of the T1 numbers. The task prompt's series coefficient for s'(u) was wrong (u^3/1920); sympy pinned u^3/960 - the agent caught it, which is the control doing its job.
Consequence. theta* = 0.995 is now a measurement about the paper's own window, not a neighbour's. With the pairing already settled in favour of g (previous section), the correctly-paired candidate H + 2 * 0.995 * c_u(g) = 0.6725106958 no longer waits on the field; it waits on burden (b) (the ramp) and burden (c) (the multiplicative-theta derivation), which are unchanged. The reading of record moves to 0.6725106958, still a candidate; no proportion is claimed.
Burden (c), first half: the composition skeleton is now kernel-checked
Instrument: t3_composition_skeleton.lean (produced by the Aristotle theorem-proving service, project 2e5d794d, task 025d9691; Lean 4 + Mathlib, sorry-free, axioms propext / Classical.choice / Quot.sound only; the kernel check ran on the service side and the file plus its #print axioms lines are the artifact).
Two theorems, exactly as submitted:
- result1_exact_skeleton: for unit vectors u_i, positive integer multiplicities m_i with N = sum m_i, P = sum m_i u_i u_i^T, Q an arbitrary symmetric matrix, R = sum_{i != j} m_i m_j <u_i, u_j>^2 and D = R + 2 tr(PQ) + ||Q||_F^2:
s >= 2N - ||P + Q||_F^2 + D.
The route is the exact arithmetic this hunt had been treating as an analogy: ||P||_F^2 = sum m_i^2 + R exactly, ||P+Q||_F^2 expands, and 2m - m^2 <= 1 for positive integers.
- result2_conditional: adding ||P+Q||_F^2 <= C*N and D >= theta*R0 gives s >= (2 - C)*N + theta*R0.
What this closes. The multiplicative entry of theta into the composed reading is no longer an analogy borrowed from Cheer-Goldston: IF the chain's measured retention is the statement D >= theta*R0, THEN s >= (2-C)N + theta*R0 follows by kernel-checked arithmetic. The coefficient and the linearity are now theorem-shaped, not calibrated.
What this does not close. Two seams, both named before, now carry the whole weight:
(i) the paper's prime side evaluates ||G-tilde||_F^2 = C*N in its own units; matching those units to the chain's (LAW D normalisation, the aL^2 scaling of (4.4)) is the unit-conversion seam; (ii) that the band dual's damage cap IS the statement D >= theta*R0 - i.e. that 2 tr(PQ) with the paper's transpose-structure pair blocks is exactly the W-field the dual bounds, and that ||Q||_F^2's contribution is one-sided - is the identification seam. The test_mt_W_normalisation control pins a piece of it at the T1 field; the paper-field version is open.
Until (i) and (ii) are discharged the reading stays a candidate.
Burden (a) hardened: the ball-arithmetic pass at the paper field
Instrument: hardened_paper.py (agent build, coordinator-reviewed); controls in test_hardened_paper.py (9 tests, plus the discipline suite).
The paper-field band dual survives hardening at theta = 0.995, the same grid point as the float pass, with both sides enclosed (slack lower endpoint vs cap upper endpoint; sigma2 radii ~2.5e-38 at prec 128). Margins at theta = 0.995: +1.44e-4 / +3.61e-3 / +3.26e-2 / +6.27e-2 at y = 0.02 / 0.1 / 0.3 / 0.49. Unlike the T1 field, 0.9988 does NOT survive here: the boundary is the multiplicity threshold at y = 0.49 (double occupancy pays above theta = 0.989249, hardened), and 0.9988 fails by -7.6e-2. The two-term field is even more interval-friendly than the T1 three-term form (amplification 0.25 down to 0.002 across the band range, no mean-value form needed); the hardened caps are TIGHTER than float everywhere (ratios 0.94-0.996), the same removed-blanket mechanism as the T1 hardening. The singular-branch series carries explicit remainder bounds, pinned against an mpmath oracle that itself needed 45 guard digits (the s'' closed form cancels ~24 digits near u = 1e-8 - an oracle trap recorded in the module).
One inherited-prose defect found: the T1 modules' multiplicity print states the profitable side of the threshold backwards (their own numbers show occupancy paying ABOVE 1 - F/(2K)). The new module states the correct direction; the T1 print is left as-is and recorded here.
Where the reading stands. theta* = 0.995 at the paper field is now float-and-ball agreed, single-pair. The candidate 0.6725106958 waits on: the joint layer at the paper field (running), the ramp (burden b), and the two seams of burden (c) above. No proportion is claimed.
The joint layer at the paper field: theta_full = 0.995
Instrument: paper_joint.py (agent build, coordinator-reviewed); controls in test_paper_joint.py (10 tests).
The multi-pair sweep at the paper field lands on the same grid point as the single-pair dual: theta_full = 0.995 (0.999 fails at the nu = 0.5 lattice, y = 0.49, by a factor -1.29 relative). The binding configuration at 0.995 is that same sparse lattice (+0.33 relative); the isolated pair binds only at lower thetas. The soft-window density was re-derived from this field's own band geometry — nu_p = 0.9576 (first damage-band centre 1.0443 mean gaps), distinct from both the T1 value 0.97 and the bare kernel-zero reciprocal 0.9458 — and at it the joint shielding leaves only 4 residual band cells (cap 0.0746 against an isolated-pair 0.0947). Dense lattices cap at exactly 0 with positive budget, and the positive-part discipline control shows the clipping order has measured power (per-pair clipping is strictly larger). Distinctness against the T1 joint at a matched configuration: caps 26% apart — not a re-run.
Consequence. theta_full = 0.995 is now a statement about the paper's own window across the swept configuration families, float grade, with the single-pair skeleton ball-agreed. Remaining before the candidate 0.6725106958 can be called a reading: the ramp (burden b), the two burden-(c) seams (units; the dual's cap as D >= theta*R0), and hardening of the joint sweep if wanted. One-sided/measured grade throughout; grid thetas only; the no-bands branch reports cap 0 without the beyond-window tail (mirrors mt_joint, noted in code). No proportion is claimed.
Burden (b) discharged: the ramp does not move theta*
Instrument: ramped_field.py (agent build, coordinator-reviewed); controls in test_ramped_field.py (14 tests).
The retention scan was re-run with the paper's ramp mollification in place: taper Psi((1/2 - |u|)/eps) with Psi the C^3 degree-7 smoothstep (endpoint derivatives pinned by sympy), squared taper on phi^2, field by error-pinned mpmath quadrature (ladder + dps-30 oracle; one-sided quadrature pins ADDED to every margin), band lattice recomputed from each ramped field's own zeros. Result:
theta*(1/8) = 0.995 (worst allowed ramp) theta*(1/16) = 0.995 theta*(1/32) = 0.995 theta*(0) = 0.995 (box reference)
Stable at 0.995 across the entire allowed ramp range; caps and slacks converge monotonically to the box values as eps -> 0, with the measured field defect cleanly O(eps) (constant 0.877 against a derived bound 1.226 via c_psi = int(1 - Psi^2) = 0.595183). The thinnest margin anywhere is y = 0.02 at eps = 1/8 (+1.05e-4, ~57% of the box margin). Multiplicity thresholds at y = 0.49 sit at 0.9899-0.9920, below 0.995, and 0.999 fails at every eps. A one-point shape-dependence check (degree-9 smoothstep) moves the binding cap by 1.6% without changing any verdict; recorded as a caveat-measurer, not a supremum over shapes.
Where the reading stands. Burdens (a) and (b) are both discharged: theta* = 0.995 is measured at the paper's own window, box and ramped, float and (for the box) ball-agreed, single-pair and joint. The candidate 0.6725106958 now rests on exactly the two burden-(c) seams: the unit conversion (LAW D exactness is on the formal bench) and the identification of the dual's cap with D >= theta*R0. No proportion is claimed.
Seam (i), core: LAW D exactness is kernel-checked
Instrument: law_d_incidence.lean (Aristotle service, project c6519a2a; Lean 4 + Mathlib, sorry-free, axioms propext / Classical.choice / Quot.sound only; service-side kernel check, artifact in-tree with its #print axioms lines).
What is now theorem-shaped, for phihat(x) = int phi(u) e^{ixu} du:
- hasSum_phihat_mul_phihat: for phi measurable, bounded, supported in [-1/2, 1/2] — no continuity, no decay, no smoothness — the grid family n |-> phihat(x-n) phihat(y-n) is SUMMABLE over Z with sum 2 pi * int phi(u) phi(-u) e^{i(x-y)u} du (the autocorrelation form).
- tsum_phihat_mul_phihat_even: with evenness added, the sum equals 2 pi * FT(phi^2)(x - y) — LAW D as the chain uses it.
- The three windows of this hunt are handled as explicit theorems, not prose:
tsum_phihat_windowA(cos(sqrt2 u) box — jumps at the edges),tsum_phihat_windowB(sqrt(cos(sqrt2 u)) box — the paper's Theorem D profile),tsum_phihat_of_continuous(any continuous even window, covering every C^3 ramp mollification; boundedness derived).
A defect in our own submission, caught by the prover. The phi^2 form as we stated it is FALSE without evenness: the file contains grid_incidence_needs_even, exhibiting the indicator of (0, 1/2] with grid sum 0 against 2 pi int phi^2 = pi. Every window this hunt uses is even, so the intended applications are unaffected — but the submission had not said "even", and a prover that silently added the hypothesis would have hidden that. Logged with the session's other caught defects.
Method note. The proof does not use Poisson summation at all: with support in an interval of length 1 < 2 pi, phihat(x - n) are (2 pi times) Fourier coefficients of the modulated window on R / 2 pi Z, and the identity is a polarised Parseval (built from Mathlib's fourierBasis, which only ships the norm-squared form). That is why bounded measurable suffices — strictly weaker hypotheses than the BV/decay route the submission sketched, and one-sided in exactly the right way: the aliasing question for the truncated grid sums (the measured ~1/K truncation defect of mt_law_d) is now the ONLY gap between the chain's finite sums and the exact identity.
Where the seams stand. Seam (i)'s analytic core is closed; what remains of it is bookkeeping (the paper's aL^2 units of (4.4) against the chain's 2 pi Phi2(0) normalisation, plus the finite-truncation accounting already measured). Seam (ii) — the dual's cap as the statement D >= theta * R0 — is unchanged and is the next piece of work. No proportion is claimed.
Seam (ii): the identification, derived and measured
Instrument: identification_seam.py (coordinator-built); controls appended to test_transplant_lemma.py (4 tests).
The dictionary between the band dual and the kernel-checked composition hypothesis D >= theta*R0, term by term, each measured on explicit truncated-grid matrices at the paper field (never dense - all low-rank inner products):
- Gram = omega. With LAW D normalisation (unit norms via 2 pi A), <u_i, u_j> = Phi2(dx)/A: defect 4.4e-4 at K = 1200, shrinking 1/K. So R = sum m_i m_j omega^2 - the chain's retained mass in the chain's kernel.
- The pair trace is the W field. u^T Q_p u = W(x - t, y) to 5.4e-5: the dual's damage field IS -2 tr(PQ) per unit multiplicity.
- The pair surplus is slack(y). ||Q_p||_F^2 - (4 tr Q_p - 4 b_p) = 8 sigma^2 + 8 sigma^4 to 2e-6..6e-4 (truncation), with tr Q_p = 1.9982 ~ 2 and b_p = 1 measured, not assumed.
- Cross terms are NEGATIVE - measured, and covered. tr(Q_p Q_p') summed over p != p' is negative in every multi-pair configuration (-0.066 to -0.342). This was the last place a hole could hide: the composition needs ||Q||_F^2 whole, and the per-pair budget does not include cross terms. They are covered - by orders - by the 4 tr Q_p - 4 b_p = 4-per-pair cushion that the composition keeps and the paper's (L) would have consumed. Recorded, not waved at.
End-to-end, gross and sharp, at theta = 0.995 over the binding families plus adversarial placements derived from the field itself (on-line points AT the damage minima, where total damage is positive and the inequality actually bites): D >= theta*R holds everywhere, and the sharp form damage <= (1-theta)R + sum slack_p holds everywhere, with the worst adversarial damage +0.0796 (double zeros at the first minimum) against budget 0.1534 - coherent with the hardened dual's cap 0.0907 at the same depth, which sits between the measured adversary and the budget exactly as a one-sided cap should.
The module's own first run had a defect, kept as a control: fixed-order Gauss-Legendre cannot resolve e^{ixu} beyond |x| ~ 150, and the truncation ladder ran BACKWARDS. The argument-sized rule restores the 1/K law; quadrature_order_control measures both.
What the identification does and does not close. The dual's verdict now translates, through measured identities, into exactly the hypothesis the kernel-checked corollary consumes, over the dual's swept families and with the joint layer's one-sided completeness. Remaining, named: the R >= R0 census step (the CG-LP floor under the gap constraints, instrumented in kernel_pairing.py; its nu input at the paper window is the standing census conversion), the asymptotic o(N) bookkeeping of the paper's (P) side against these finite-grid units, and T4's taper/truncation one-sidedness. The candidate 0.6725106958 stays a candidate; the seam list is now bookkeeping-grade rather than derivation-grade. No proportion is claimed.
Closing the bookkeeping: census, units, T4
Instrument: closing_bookkeeping.py; 4 controls appended to test_transplant_lemma.py.
Census (R >= R0). The LP floor is measured NONDECREASING in nu at fixed edges (0 at nu = 0.5 rising to 1.26e-4 at CG's 0.83625), so the reading's nu = H_pinned - a lower bound on the true distinct-gap density via the paper's Theorem B - can only under-state the floor. Under-reporting nu is one-sided in the safe direction. A grade note surfaced on the way: the discovery-grade kernel table would put the fixed-edge floor near 8e-6 where the reading carries the hardened-table 5.021179e-6 - the reading already sits on the conservative side of its own instrument ladder.
Units. On growing nu = 1 lattices, R/N converges to the translation-invariant reference sum_{k != 0} omega^2(2 pi k) = 0.00612719 (defects 4e-4 / 1.5e-5 / 2.7e-4 at N = 9 / 17 / 33, the residue being the assembly's own ~1/K truncation), and per-pair damage is N-stable. The finite-N identities survive the per-N normalisation with 1/N edge defects - the shape the paper's o(N) absorbs.
T4 (truncation directions). The beyond-window tail: the 64 real bands in (G, 2G] carry 5.0e-5 / 1.3e-4 (y = 0.3 / 0.49) of band maxima against the closed-form allowance 6.6e-4 / 1.8e-3 the cap already charges - covered with an order to spare. The LAW D grid truncation is the assembly ladder's measured ~1/K. And one more of this session's defects, caught by its own control: the module's first draft claimed the truncated assembly under-reports R; it OVER-reports (the dropped squares live in the norms, inflating the normalised inner products). The reading is unaffected - its floor uses the exact closed-form kernel, never truncated grids - and the refuted claim is kept in the module as the standing lesson.
What is cited, not re-derived - the boundary of this laboratory's remit, stated plainly: the paper's (P)-side prime evaluation of tr and tr^2, the Theorem B simple-zero density feeding the census, and the D0-window edge accounting. Those are the source paper's theorems. Everything on this side of that boundary is measured, hardened, or kernel-checked, and every step's grade is in this ledger.
Final state of the hunt. Candidate reading 0.6725106958 = H_pinned + 2 * 0.995 * 5.021179e-6, with: the window pinned from the source; the kernel pairing settled by construction at that window; theta* = 0.995 measured at the paper field (float + ball, single-pair
- joint, box + ramped); the composition and LAW D kernel-checked
sorry-free; the dual-to-hypothesis dictionary measured term by term with its last hole-candidate (negative cross traces) found and covered; and the bookkeeping items closed above. The word for what remains between this and "the proportion moved" is the cited (P)-side
- the paper's own asymptotics - plus review. Per the honest-scope
rule this tree does not claim it; the ledger is the deliverable. The session's caught-defect count stands at nine, every one found by a control or an independent route, none by inspection - which is the argument for the controls, and the argument for reading this ledger before believing any number in it.