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Library · hunts/amtopa_ceiling/RESULTS.md

Results: the ceiling of `AMTOPA/zeta-exact-pressure`

12,225 words · 1,213 lines · source

Bounded outcome of the amtopa_ceiling hunt. Labels, as in hunts/field_audit/RESULTS.md: VERIFIED means recomputed here from the primary source; MEASURED means a run completed here whose correctness rests in part on the competitor's own code or on a float minimiser; REPORTED means a figure taken from their documents and not replayed; INFERRED means an extrapolation, with the gap stated.

Nothing here is a proof and nothing here is machine-checked. Every constant in this file inherits the same unreviewed analytic bridge that every claim on this ladder inherits, §6.

Target pinned at AMTOPA/zeta-exact-pressure, commit 7253fdcab9366af45b8c8caf44e408c0af44a1a7, 2026-08-13 17:26:37 +0800.


0. The finding that outranks the rest

The leading public claim does not replay at its own repository tip. Run through AMTOPA's own pipeline on the pinned commit, their table builder, their verifier, their candidate, their target, the finite inequality behind 0.6734164909714992949 returns INCONCLUSIVE=true reason=terminal_cell with a rigorous lower bound 1.19e-07 short of the target.

The tables are not at fault: all six reproduce byte for byte against the digests in their own candidate.json. The cause is their own convexity gate. Their recorded run reports convex=2030240; here it fires zero times in 72 million nodes. Between b3b7784, the commit their candidate.json names as the source of that run, and the tip, the gate's curvature entries changed from thin points to intervals with +inf upper bounds, and the interval LDL that follows cannot certify positive definiteness of a matrix that is unbounded above. A 70-line reproduction is in ldl_probe.cpp.

Direction: fail-closed. The tip refuses what the earlier revision accepted and never the reverse, so this is not evidence their number is wrong, it is evidence that the one runnable artifact carrying the top claim on a fifteen-claim public ladder does not run as shipped. Full account, both directions, in §3.0.

CORRECTED 2026-09-06. The sentence that stood here said "the same defect blocks our candidate at the tip too, by 2.70e-08". The 2.70e-08 was really printed, but it is the verifier's plain corner bound, about 2e-05 loose, and the causal claim is false: at b3b7784, with their gate demonstrably alive, our candidate is refused on 4 of 8 shards anyway (§7.7). It was not blocked by their defect. Its target sat above the true floor, because the float oracle behind it over-reported. Their number replays; ours never held. §7.7 and §7.8.


1. The sentence that matters

WITHDRAWN 2026-09-06. The +3.96e-06 below rests on a float floor of 0.007916857812 that was never the floor: the LP's cut oracle missed a basin, and the functional at the candidate's own weights bottoms at 0.0078960, 1.5e-5 under the leader's floor. Found by running the candidate through the leader's own verifier three times and reading the cells it refused. The sentence is kept as written because it was written. Scope, corrected 2026-09-06: an earlier version of this notice exempted "the second finding (the two axes at their ceiling)". Only half of that exemption holds. The window-constant claim is a closed form and is untouched (§4.1, VERIFIED). The total-pressure argmax is not: its curve is built from the same oracle's floors (§4.2, qualified there). The correction, the arithmetic and the re-solve with a stronger oracle are in §7.7; the wide-box re-measurement that puts this candidate's assembled bound 1.03e-05 below the record, and closes the window axis with it, is in §7.8. Everything in this section from here to §1's second finding is what the withdrawn floor implied.

Their number is not at their own family's ceiling, and the distance is +3.96e-06. Holding their window, their total pressure and their assembly completely fixed, and moving only the twenty-one pair weights and six position pressures inside the polytope their own checker enforces, the floor rises from their 0.007911105155 to 0.007916857812 and the assembled proportion from 0.6734164909714992949500 to

0.6734204494726963 at the polytope optimum

Quantised to their own denominators and dropped to a rational target their verifier can be asked about, 19791/2500000, which sits 4.58e-07 below the float minimum, the same margin they leave themselves, the exact assembly gives our candidate:

0.6734201550790580964457598685450152133015 +3.664e-06 on their headline exact rational, VERIFIED floor MEASURED, not accepted

That is outcome (a) with a small margin: the family exceeds their number, by about one part in 230 of the 9.158e-04 their whole construction gained over Anthropic's Theorem D constant, and one part in 2,100 of the room left under the information class. It is CONDITIONAL, see §6, and the floor behind it is a float minimum until their own six-dimensional interval verifier accepts the target (§7).

But the more valuable finding is the other one. On the two axes where a ceiling can be computed rather than searched, AMTOPA are at it:

WITHDRAWN 2026-09-06, §7.8. The paragraph that stood here said the window's sixteen coefficients were "the live door", worth gains near +3.5e-05. All five windows the sweep produced were re-priced with an oracle that seeds the region AMTOPA's verifier pointed at, and every one of them lands below their number, by 1.8e-05 to 3.7e-05. Every one of those windows opens a low basin at a gap near 2.91 that no float search in this hunt was sampling; AMTOPA's own window does not. The door is shut.

And one axis looked open: the window's sixteen coefficients. H cannot rise, but the coefficients also shape the kernel, and a search over them (§7.5) walked away from AMTOPA's window on five independent seeds, every one toward lower H and lower B, reporting gains near +3.5e-05. Those figures rested on a deliberately cheap inner solve. Re-priced properly they are negative (§7.8), and the note in §7.5 that they were "direction, not magnitude" was the right caveat attached to the wrong sign.

So the room left in this construction is none that this hunt can find, on any of the five axes, while the room left under the information class it lives in is 0.0084. The binding object is not the information; it is the construction, and the construction is at its own ceiling. §5 named the doors and §7.8 closes the last one.

One methodological note belongs in the first section rather than buried: the first value this hunt computed for that headroom was +5.57e-06, and it was wrong, because the cutting plane's stopping rule compared the LP against a quantity that equals it by construction. A CI job starting from a smaller cut pool found fresh cuts and drove the bound down. The rule is fixed, the reason is written at the test in epsstar.py, and the failure is recorded in RUNS.md run 10b. "Every number in this file is post-fix" was the sentence that followed, and it is false: §4.2's B/B0 = 1.00 row still carries the pre-fix 0.0079193654. Corrected in place there on 2026-09-06. The wider version of the same mistake is §7.8: three oracles in a row were declared fixed and each was still biased, so a warranty of that shape does not belong in this file at all.


2. Reproduction, statistic for statistic

Everything in this section was recomputed here. Their own scripts were run unmodified on the pinned commit, and separately every quantity was rebuilt from their proof.md in code that imports nothing of theirs.

quantityAMTOPA publishrecomputed herelabel
final projection, exact rational, 70 decimals0.6734164909714992949500355331074903174997772794755665475125243371226272identical, fractions.Fraction with math.isqrtVERIFIED
argmax block lengthm = 145m = 145, exact scan over [7, 20000]VERIFIED
safe floor 0.6734164909 cleared by,7.14993e-11VERIFIED
H(v)0.672188158118234585170.67218815811823495743 (binary64 limit, 15 decimals agree)VERIFIED
interval enclosure of H, their mpmath.iv run[0.6721881581182345851694…82923948, …93500981]reproduces; H_floor_interval_verified=TrueMEASURED (their code)
window positivity min v on [-1/2,1/2]> 0.76164184864067630.7616418486406763MEASURED (their code)
span capacities, all sixexactly 2exactly 2VERIFIED
total pressure93/2300093/23000VERIFIED
observed float minimum of F0.0079111051552264240.007911105155226431 at their published basinVERIFIED
their basin(1.978079145369, 1.044055102239, 1.973013931233, 1.045981098706, 1.974452906922, 1.042299648208)independent multistart returns the same basin to 8 decimals; re-checked 2026-09-06 with the wide-box oracle of §7.8, which finds no lower basin anywhere at their weights and returns their floor to 2e-13VERIFIED
the 3,768,186-node branch-and-bound behind eps = 0.0079107VERIFIED=truenot replayed on the authoring host; §7REPORTED

Their headline reproduces. No discrepancy was found in any published number.

The construction, in two sentences

A 17-term cosine window v(s) = sum_j c_j cos(w_j s) on [-1/2, 1/2] with w_0 = sqrt(2) and w_j = 2 j pi, whose Fourier transform K gives the nonnegative pair weight W(x) = (K(x)/K(0))^2, a nonnegative pair-weight vector a_ij on the polytope sum_i a_{i,i+s} = 2 for each of the six index spans, and a nonnegative position-pressure vector b_r of total B = 93/23000, together define a local functional F(g) = sum_r b_r g_r + sum_{i<j} a_ij W(y_j - y_i) over six nonnegative gaps, whose floor eps their C++ interval branch-and-bound accepts at 79107/10^7. That floor, the window constant H(v), and B are then fed to a scalar-Gram block assembly (m H - B R_m / eps)/(m - R_m) with R_m = h_m(eps (m - 6)) and h_m the unrestricted finite-dimensional Gram profile, whose maximum over the block length m is their headline.


3. Soundness read

House style: acceptance direction, constants encoding the target, float traps. Their repository is named zeta-exact-pressure, so the last one gets particular attention.

Nothing was found that makes their claim unsound. One thing was found that makes it unreplayable at their own repository tip, and it is §3.0.

3.0 Their published certificate does not replay at HEAD, and the reason is a dead convexity gate

Run through their own pipeline on the pinned commit, their table builder, their verifier, their candidate, their target, AMTOPA's own finite inequality returns INCONCLUSIVE at a terminal cell. VERIFIED, hunts/amtopa_ceiling Actions run 32752160099:

target=0.0079107 table_cells=64954 initial_boxes=64 accelerated=true shard 2/8 INCONCLUSIVE=true reason=terminal_cell lower=0.0079105811209911128 box=[4136,4136][4140,4140][7856,7856][4187,4187][7837,7837][4157,4157] nodes=21063162 convex=0 tangent=0 shard 3/8 SHARD_VERIFIED=true nodes=47945570 convex=0 tangent=0 shard 7/8 SHARD_VERIFIED=true nodes=3201488 convex=0 tangent=0

The rigorous lower bound at that single grid cell is short of their target by 1.19e-07.

The tables are not the problem, they reproduce perfectly. All six outward-rounded tables built here join to byte-identical streams: w_lower b5acdeea…ba2c8e, w_second_lower fbac961c…c355d0, w_mid_lower 4c4c010a…e878a47, w_mid_upper cb8163fa…3ccde8e, w_prime_mid_lower 6190bc24…9ed30a, w_prime_mid_upper b221e296…bf65c915: every one matching the digests in their candidate.json. That is a stronger table reproduction than Hunt #89 obtained for trmdy, where the w'' stream was host-dependent.

convex=0 is the tell. Their own recorded run reports convex=2030240 and tangent=936616; here the convexity gate fires zero times in 72 million nodes across three shards, so the tangent pruner never runs, the search explodes, and the plain interval bound at grid 1/4000 is left to clear the target on its own, which at one cell it cannot.

The cause is a change in their own source, and their candidate.json records it. That file names source_commit: b3b7784ed0089c3c2197d740aaae1a424d142e44 as the origin of the recorded VERIFIED=true run. Between b3b7784 and the pinned tip 7253fdca, src/verify_local_tables.cpp changed by 173 lines, and the convexity gate was rewritten:

b3b7784 const double scalar = s >= 0 ? down(p.lower*s) : down(p.upper*s); const Interval term = point(scalar); // THIN entry

7253fdca const Interval curvature = mul(p.exact, {sec, std::numeric_limits<long double>::infinity()});

The lower bound is the same in both. What changed is the upper: it became +inf. The interval LDL that follows is unchanged, and it cannot certify positive definiteness of a matrix whose entries are unbounded above, the first Schur update drives a pivot's lower endpoint to -inf and the gate returns false. ldl_probe.cpp in this directory is a 70-line reproduction: on a matrix with 10 on the diagonal and 1 off it, positive definite by any test, the tip's shape returns false and b3b7784's returns true. VERIFIED.

Note that the old thin-entry version was sound, and not by luck: the Hessian is sum_p (a_p W''_p) J_p with J_p the all-ones block on [i, j); every J_p is PSD, so lowering the scalar coefficients gives a PSD lower bound, and an LDL on the lowered matrix certifies the true one. The rewrite did not fix a hole; it closed the gate.

Direction: fail-closed, and this is the whole point. The tip's verifier refuses what the earlier one accepted and never the reverse. So this is not evidence that their number is wrong, it is evidence that a reviewer who clones the repository and runs the documented pipeline gets INCONCLUSIVE on the headline. For a claim whose entire trust rests on one runnable artifact, at the top of a fifteen-claim public ladder, on a repository asking for independent reproduction, that is the finding worth reporting.

It does not bite our own candidate identically, though this file said so until 2026-09-06. At the tip our target 19791/2500000 also hits a terminal cell, short by 2.70e-08 on the plain corner bound. The verifier at b3b7784 has since been run (§7.7): their candidate is accepted on 8 of 8 shards with the gate firing 34,780 to 459,982 times a shard, and ours is refused on 4 of 8 at that revision too. So their refusal at the tip was the gate and it disappears when the gate works; ours does not. The two cases are not the same defect, and ours is not a defect of theirs at all: the target was above the true floor.

The other findings, in descending order of what they cost:

3.1 The final projection is not exact, and their documents say it is

README.md: "exact arithmetic selects m=145". proof.md §4: the same. What src/check_final_bound.py actually runs is mpmath.mpf at mp.mp.dps = 100 with mp.sqrt, arbitrary-precision floating point, not exact and not interval, on a formula whose only irrationality is one square root. Their experiments/banded-gram/ does it properly, with a rational R_floor and an exact inequality; the root result does not.

Redone here in fractions.Fraction, with math.isqrt giving a rational under-estimate of sqrt((m-1)A/m) and with the monotonicity direction asserted rather than assumed (d(bound)/dR = m(H - B/eps)/(m-R)^2 > 0 needs H > B/eps, and H - B/eps = 0.16104777081940091048 here): their number is right to 70 decimals and their safe floor is cleared by 7.1e-11. So this is a labelling error and not a defect, but it is the one place their documents claim more rigor than their code delivers, and a reviewer should know which of the two to read. VERIFIED. exact_assembly.py.

3.2 Acceptance is one-sided everywhere, and the verifier fails closed

Checked deliberately, each in the safe direction:

3.3 The table-length argument is correct, and it is not the argument one expects

The obvious worry is that the table covers x up to 64954/4000 = 16.24 while a pair distance y_6 - y_0 can reach six times that. It does not matter: the per-gap component scan discharges any cell with b_c * (idx/GRID) + a_{c,c+1} * w_lower[idx] >= target_up, so no single gap in a live cell exceeds target/min(b), and required_cells is checked against exactly that quantity. Long pair distances are then handled by the nonnegative fallback rather than by a longer table. Sound, and lossy in the safe direction.

3.4 One latent gap in the trust chain, and one reproduction hazard

3.5 The constants are thresholds, not answers

projection_h_floor = 336094079/500000000 is compared against a computed interval (assert H_iv > h_floor_iv) and the assembly then uses the rational floor, which is below the computed H. That is the conservative direction. This is not the Ainta pattern of a constant wired to the target; it was looked for specifically. Their independent_reproduction: false is honest, and their README calls the result a research draft. REPORTED.


4. The ceiling, axis by axis

Free parameters of the construction, and what each is worth. The assembly shadow prices at their operating point, which set every exchange rate below:

d(bound)/dH = +1.007635 d(bound)/deps = +0.642748 d(bound)/dB = -0.964118 break-even d(eps)/dB = 1.4998 more pressure pays only above this break-even d(eps)/d(-H) = 1.5674 a harmonic pays only above this

4.1 The window: 16 free coefficients, and an exact ceiling of zero gain

H(v) = 2 - 1/c1 with c1 = (u.c)^2/(c^T M c) is a Rayleigh quotient in the window coefficients, so its maximum over the whole coefficient space has the closed form H_max = 2 - 1/(u^T M^{-1} u), attained at c ~ M^{-1} u. Computed for 1, 2, 3, 7, 13, 17 and 25 terms, the answer is the same every time:

H_max = 0.67250070367941172655 = Anthropic Theorem D, HD(1) attained at c = (1, 0, 0, ...), the pure sqrt(2) window

Two exact facts do it. First, u_j = sinc(w_j/2) = sin(j pi)/(j pi) = 0: the harmonics contribute nothing to I1 = int v. Second, M[0,j] = 0 for every harmonic, and that is not numerical luck. Writing S = (-1)^j sin(w_0/2) and D = w_0^2/4 - j^2 pi^2, the quantity M[0,j] * 4 j^2 pi^2 D / S reduces to

2 j^2 pi^2 (w_0^2 - 2) / w_0,

which vanishes iff w_0 = sqrt(2). So at their fundamental, and only at their fundamental, the harmonics are M-orthogonal to it and every one of them strictly lowers H, quadratically, at about -0.59 c_j^2. VERIFIED, probe_window.py, confirmed numerically at max |M[0,1:]| = 1.7e-16.

AMTOPA spend 3.125e-04 of window constant. At the break-even exchange rate 1.5674 that purchase must return at least 4.90e-04 of floor to pay for itself. Measured, at their own total pressure and with the pair weights solved to optimality in each case:

windowHeps*assembled
pure sqrt(2), no harmonics0.67250070367941170.0070454321 †0.6731728827729097 †
AMTOPA's 17 terms0.67218815811823500.0079168578120.6734204494726963

† from the window-sweep shards of §7.5, computed under the pre-fix stopping rule and therefore an over-estimate; the doors job recomputes both ends under the corrected rule and §7 records the result.

Exchange rate achieved: 8.75e-04 / 3.125e-04 = 2.80 on those figures, comfortably above the break-even 1.57, the harmonics pay, and by a wide margin. MEASURED. Note that the two floors are over-estimated in the same direction and by a similar mechanism, which is why the ratio survives the correction better than either number does.

Whether a different set of 16 coefficients pays better is the one axis this hunt could not close by computation. The search is §7. Its instrument is honest in the useful direction: the surrogate it maximises is a genuine upper bound on eps* for any window (an LP over a fixed pool of real gap vectors), so a window it declines is a window that cannot beat the incumbent, while a window it likes still has to survive the pool being refreshed at its own basins.

4.2 The pressure axis: saturated, and measurably so

QUALIFIED 2026-09-06. Every eps* in the table below is eps_star's achieved floor, which is harvest's output, and §7.7 and §7.8 show that oracle over-reports by 2e-05 to 8e-05 at points away from AMTOPA's own. The B/B0 = 1.00 row is also the pre-fix value 0.0079193654, from before the stopping rule of run 10b, which contradicts §1's "every number in this file is post-fix"; the post-fix value at that row is 0.0079111052. So the curve's heights are unreliable and its 1.00 row is stale. What the section claims is the location of the argmax, and that is a comparison between rows computed the same way, which the errors do not obviously reorder; but "obviously" is not a measurement, and this curve has not been recomputed with the oracle of wide_floor.py. That recomputation, one LP re-solve per row, is the open item. Until then read §4.2 as MEASURED with a known-biased instrument, not as the computable half of §1's second finding.

The saturation curve, with the pair weights and the pressure shape solved at each total by the cutting plane (run 10 of RUNS.md). "Solved to optimality" is how this line read until 2026-09-06 and it was wrong: the cutting plane terminates when its float oracle stops separating, which is not the same thing, and §7.8 is what that difference cost.

B/B0eps*assembled boundm
0.250.00272999300.6730015008385
0.500.00462089250.6732489148235
0.750.00631445960.6733647225177
0.900.00730806190.6734189561155
1.000.0079193654, STALE: this is the pre-fix value. Post-fix and wide-box, eps*(B0) is bracketed [0.0079111052, 0.0079111939] (§7.8), and the assembled bound is 0.6734167516 at the lower end, +2.6e-07 on the record, not +5.6e-060.6734220613145
1.100.00849964680.6734052812136
1.250.00931538020.6733453486126
1.500.01065204850.6732318829112
2.000.01310540320.672870006695
3.000.01724005940.67211055697
6.000.02960781500.67156282077

The marginal d(eps*)/dB falls monotonically, 1.87, 1.68, 1.64, 1.51, then 1.44, 1.34, 1.32, 1.26, 1.17, 1.02: and crosses the break-even 1.4998 inside the interval (1.00, 1.10). The LP dual at B = B0 gives the exact slope d(eps*)/dB = 1.509447638, so the net marginal value of pressure at their operating point is

d(bound)/dB + d(bound)/deps * d(eps*)/dB = -0.964118 + 0.642748 * 1.509447638 = +0.006076,

against terms of size one. AMTOPA's B = 93/23000 is at the argmax of this curve to better than one part in a hundred. MEASURED, LP dual VERIFIED.

Past B/B0 = 3 the assembly inverts, H < B/eps makes the projection decreasing in R, the block length collapses to m = 7, and the bound falls below H. That is a real feature of their formula, not a guard in ours.

4.3 The pair weights and the pressure shape: exactly solvable, and +5.57e-06

WITHDRAWN 2026-09-06. This whole section is the withdrawn candidate stated in detail. Its floor is harvest's output; the true floor at those weights is 0.0078946642 (§7.8), and the assembled bound is 1.03e-05 below the record, not +5.57e-06 above it. "Exactly solvable" is also wrong for a reason worth keeping: the maximisation over (a, b) is concave and the LP does solve that exactly, but only against the cuts its float oracle supplies, and supplying the cuts is the part that failed. eps* on these axes is bracketed in §7.7, corrected there, and the LP re-solved with an oracle that sees the basin finds nothing better than AMTOPA's own point (§7.8).

eps(a, b) = min_{g >= 0} F is a minimum of functions linear in a and in b, hence concave; the admissible set is a polytope; so

eps*(B) = max over the polytope of min over the orthant of F

is a concave maximisation, and cutting planes solve it to optimality rather than estimating it. Every cut is a real gap vector, so the LP value over any cut set is a genuine upper bound on eps*, independent of any minimiser, which is the property that caught two bugs in this hunt (runs 5 and 6 of RUNS.md).

At their window and their B, with the stopping rule corrected and 40 rounds run from a clean checkout, the two bounds meet to 2e-12:

eps*(B0, their window) = 0.007916857812 LP upper, rigorous 0.007916857810 best point found AMTOPA achieve 0.007911105155 (their float minimum, reproduced) AMTOPA's accepted target 0.0079107 headroom on the floor +5.734e-06

Assembled at the true H, so the comparison is like for like:

at AMTOPA's own floor 0.6734167636726346 at the polytope optimum 0.6734204494726963 against their published headline +3.959e-06

And quantised into their schema: 21 pair weights over 10^9 with span sums exactly 2 x 10^9, six pressures over 4.6 x 10^10 summing exactly to 186000000: the float minimum is 0.007916857805781, stable to 9.9e-13 across independent multistarts, and the rational target below it is 19791/2500000. Exact assembly against their own conservative H floor:

0.6734201550790580964457598685450152133015 m = 145 +3.664108e-06 on their headline

What justifies the candidate, and what does not. The linear programme is how the point was found; it is not what makes the claim. The LP value over a cut set is a rigorous upper bound on eps*, and it can only fall as cuts accumulate, so if a future run finds cuts we did not, our headroom shrinks and can vanish. The claim itself is narrower and does not depend on the LP at all: at the (a, b) this hunt produces, min_g F is at least 19791/2500000, and that is a statement their own six-dimensional interval branch-and-bound either accepts or refuses at a terminal cell. Until it answers, the floor is a float minimum with exactly the status AMTOPA give their own. §7 records the answer.

Its termination is also a heuristic and is worth saying so: cutting planes stop when the separation oracle stops separating, and this one's oracle is a float multistart. A weak multistart halts the loop early at whatever the incoming pool carried, that is precisely the failure of RUNS.md run 10b, and raising the patience does not remove it, it only makes it less likely.

Quantisation costs 4.6e-07 of floor, of which 4.58e-07 is the deliberate margin below the float minimum, the grid itself costs under 1e-08.

The optimum is not palindromic, unlike every published candidate on this ladder, and it needs a longer table: its smallest pressure is 3.77e-04 against their 4.87e-04, so their builder needs 83,993 coarse cells where theirs used 64,954.

For scale, the one-point pair-weight-free cap, take the equal-gap test vector, where every span-s pair sits at the same distance and the span capacity makes the value independent of a, gives eps <= 0.0088144556, loose by 8.95e-04. That is why this hunt reports the LP and not the single test vector.

4.4 The block length: already optimal, and uniquely so

Exact rational scan over m in [7, 20000] reproduces their m = 145 and finds no second maximum. The optimum is interior: the bound tends to H from above as m grows, so the argmax is finite for any H eps > B. VERIFIED.


5. The doors

Where the next leap in this race comes from. Every leap so far has been a frozen constant promoted to a variable, or a binding constraint dissolved into a tradeoff: Ainta added pressure and blocks, trmdy unfroze the window, sxuff made pressure position-dependent, the AMTOPA class unfroze the assembly cap. This section names the objects that are binding now, so the lab can be first through the top one instead of finding it in someone's commit log.

5.1 What is binding at the optimum, ranked

Shadow prices from the LP dual at the optimum (d eps*/d rhs), converted to bound units by d(bound)/deps = 0.642748. VERIFIED (single LP solve, duals from HiGHS), but read the caveat: these duals were taken at the pre-fix optimum eps* = 0.007919365399, which §1 records as 2.5e-06 too high. The dual of a linear programme is a local object, so a small change in the primal moves the prices a little and can in principle change which constraints are active at the margin. The doors job of §7 recomputes them at the converged optimum; the ranking below is what the pre-fix solve gave, and §7 records whether it survived.

#constraintshadow price on eps*in bound unitsreading
1span-1 capacity = 2+6.35008e-04+4.08e-04 per unitthe hardest-binding object in the construction by an order of magnitude
2total pressure = 93/23000+1.509448net +0.006076binding at the break-even: already paid for, nothing left
3span-5 capacity = 2+8.3364e-05+5.36e-05
4span-3 capacity = 2+7.1795e-05+4.61e-05
5span-4 capacity = 2+4.7051e-05+3.02e-05
6span-2 capacity = 2+1.0684e-05+6.87e-06
7span-6 capacity = 200slack, the single long-span pair is not worth its capacity
8a >= 0active at 3 of 21 coordinates,not a real limit; the optimum is not a degenerate vertex
9b >= 0active at 0 of 6,the pressure shape is interior

The adversary. Eighteen of the 2,200 gap vectors in the cut pool are active at the optimum, all of them near

g = (1.98, 1.04, 1.97, 1.05, 1.97, 1.04) and its reflections,

i.e. seven points at approximately {0, 2, 3, 5, 6, 8, 9} with perturbations under 0.05. The floor of this whole family is pinned by one near-integer configuration and its reversals. The multiplicity is the reversal symmetry of the local window, which is also why AMTOPA's own hand-tuned weights are palindromic, and why the LP optimum, which is not palindromic, does slightly better. MEASURED.

5.2 Frozen-constant inventory

Everything in this construction that was chosen rather than optimised. A real door has the shape of a trade, the signature trmdy showed when they accepted a lower window constant H to buy a larger floor. Marked accordingly.

frozen constanttheir valuewhat relaxing it trades againsttrade?est. worth
the fundamental w_0 = sqrt(2)sqrt(2)sqrt(2) is exactly the frequency at which the 2 pi harmonic lattice decouples from the fundamental in M (§4.1). Off it, harmonics couple and can raise H above the single-term value, but the single-term value itself moves. Nobody on this ladder has ever moved it: Anthropic, Ainta, trmdy, sxuff and AMTOPA all use sqrt(2)YES, and untested by anyoneunknown; d(bound)/dH = 1.008, so any real H gain converts nearly one-for-one
point count n = 77 points, 6 gapsmore points is more pairs and more floor, at the cost of a pressure tax growing as (m-q) and a longer verifier run. trmdy runs nine points and AMTOPA never left sevenYES, and already demonstrated by a competitortrmdy gained +4.25e-05 going 7 -> 9 on their own window; REPORTED from hunts/field_audit/RESULTS.md
span capacity = 22, all six spanscomes from `E = 2 sum_{i<j}G_ij^2`, the total off-diagonal Gram energy. Raising it needs different Gram bookkeeping, which is exactly what their own banded profile doesYES, top-ranked by shadow price+4.08e-04 per unit on span 1
the Gram profile h_mE/m + 2 sqrt((m-1)E/m) - 1the unrestricted profile, sharp only if you keep total energy alone. Their own proof.md §5 replaces it with a band-aware g_q and computes 0.6734235635636362491, +7.07e-06 over their own headline, and declines to promote it because the matrix lemma is unreviewedYES, and already computed by them, unpromoted+7.07e-06 REPORTED (their §6)
window degree 1716 harmonicsmore harmonics is more freedom to sculpt W, at quadratic H cost. Their last two coefficients are +1e-4 and -1e-4, the smallest magnitudes they use anywhere, the degree is close to self-exhaustedweak tradesmall; visibly diminishing
the harmonic lattice {2 j pi}2 pi-spacedthese are the frequencies whose kernel vanishes at every nonzero integer except their own index, which is what lets the coefficients sculpt W at integer distances, exactly where §5.1's adversary sits. A different lattice moves where you can sculptYES, coupled to w_0unknown
the pressure shapepalindromic (22420713, 32878293, 37700994, 37700994, 32878293, 22420713)the deduction needs only sum b_r; the symmetry is aesthetic, not required. The LP optimum is not palindromicyes, smallpart of the +5.57e-06 this hunt took
the 21 pair weightshand trust-region plus differential evolutiona concave maximisation with an exact solutionyes, smallthe rest of the +5.57e-06
verifier grid 4000, precision 50 dpsdiscretisationa finer grid lets the accepted target sit closer to the true floor. Theirs sits 4.05e-07 below their float minimumsmall~2.6e-07
pair denominator 1e9, pressure denominator 4.6e10quantisationmeasured cost under 1e-07nonegligible
block length m = 145scannedalready optimal (§4.4)no0

Ranked recommendation, on measured shadow prices: the span capacity (+4.08e-04 per unit on span 1) and the Gram profile that sets it are the same door seen from two sides, and AMTOPA have already walked up to it and stopped. Point count is the door a competitor has already gone through. The fundamental w_0 is the door nobody has touched, and it is the only one whose ceiling is genuinely unknown.

5.3 Information class

Every door in §5.2 stays inside bandwidth-one data. The certificate reads W(x) = (v_hat(x)/v_hat(0))^2 at pair distances, where v is supported on [-1/2, 1/2]; that is bandwidth one whatever the frequencies, the point count, the weights, the pressures, the block schedule or the Gram profile. So every one of them is capped by the configuration ceiling 0.6818286874638 that anthropics/zeta-23-lean proves: Anthropic Remark 1.1's 0.68185 carries no proof and is not used here.

The arithmetic that follows is worth stating plainly:

family ceiling reached here 0.6734220608860592 bandwidth-one configuration ceiling 0.6818286874638 room left inside the information class 0.0084066

The construction is binding, not the information, by three orders of magnitude. Nothing on the public ladder is anywhere near the wall its own information class allows; the whole 0.673x race is being fought in the bottom 0.7% of the available room.

Escaping the class needs a certificate reading something other than bandwidth-one pair-correlation data. AMTOPA themselves have already left for one: their README's active direction is discrete mollified moments of zeta'(rho), where the RH-conditional scalar benchmark is 19/27 = 70.370% and the exact scalar ceiling they derive is R_*(theta) = theta(theta^2 + 3 theta + 3)/(1 + theta)^3. That is a different observable and outside everything measured here. REPORTED, unexamined by this hunt.


6. What this inherits, and what it does not

The constant in §1 is CONDITIONAL, and on exactly the same thing every constant on this ladder is conditional on.

Nothing here bears on RH (docs/08).


7. What ran on GitHub Actions

Every computation in this hunt beyond a second ran here, sharded under a 20-minute job timeout with its own artifact: .github/workflows/hunt-amtopa-ceiling.yml, documented copy at hunts/amtopa_ceiling/ci-sweep.yml. Run 1 is teal-sea/zeta-lab actions run 32743347292.

7.1 Reproduction, clean environment: PASSED

sh run.sh on the pinned commit passes. Our three replays return, from a fresh checkout with no local state:

exact_assembly.py argmax m = 145, 70 decimals matching their headline, safe floor cleared by 7.14993e-11 family.py H(v) = 0.67218815811823495743, span capacities all 2, W(0) = 1, F at their basin = 0.007911105155226431 probe_window.py H_max = 0.67250070367941172655 at 1, 2, 3, 7, 13, 17 and 25 terms; max |M[0,1:]| = 5.128e-17

7.2 The eps* bracket: CONVERGED, and it corrected the authoring host

WITHDRAWN 2026-09-06. "CONVERGED" here means the cutting plane stopped separating, which is what its float oracle could see and not what was true. The bracket [0.007916857810, 0.007916857812] is two endpoints of the same over-report: the floor at those weights is 0.0078946642 (§7.8), 2.2e-05 below the bracket, and the candidate the section reports is withdrawn. The corrected bracket for eps* on these axes is in §7.7 and the answer is in §7.8. What survives is the section's other half, which is real: a CI run from a smaller cut pool corrected the authoring host, and that is the same lesson one level down.

Starting from the shipped 2,200-cut pool, 40 rounds, 27 s:

eps*(B0, their window) in [0.007916857810, 0.007916857812] assembled ceiling of the (a,b) axes 0.6734204494726963 (m = 145) against their headline +3.959e-06

This is the run that found the authoring host's 0.007919365399 too high and exposed the stopping-rule bug (§1, RUNS.md run 10b). More cuts can only lower an LP upper bound, so the smaller-pool run is the correct one.

The candidate it wrote, in their schema: float minimum 0.007916857805781, stable to 9.9e-13 across independent multistarts; rational target 19791/2500000; 83,993 coarse cells needed against their 64,954.

7.3 The pressure saturation curve: REPRODUCED

The curve of §4.2 was recomputed from a clean checkout against the shipped pool, 463 s, and returns the same shape and the same peak: maximum at B/B0 = 1.00, 0.6734220612615706, with the marginal crossing the break-even inside (1.00, 1.10). Both runs used the pre-fix stopping rule, so every floor in the table is an early-stopped over-estimate; the peak's location is what the section claims and it is the same in two independent runs. The doors job re-checks the peak itself on a fine bracket under the corrected rule.

7.4 The doors, at the converged optimum: the §5 ranking survives

Run 2's doors job re-solves everything of §5 under the corrected stopping rule, at eps* = 0.007916857812 over 3,190 cuts. The ranking is unchanged and the numbers move in the fourth significant figure:

constraintrun-2 d eps*/d rhsin bound units§5.1 (pre-fix)
span-1 capacity+6.29270e-04+4.04483e-04+6.35008e-04
span-5 capacity+8.5326e-05+5.4846e-05+8.3364e-05
span-3 capacity+7.2331e-05+4.6493e-05+7.1795e-05
span-4 capacity+4.8894e-05+3.1428e-05+4.7051e-05
span-2 capacity+9.693e-06+6.230e-06+1.0684e-05
span-6 capacity000
total pressure+1.508643906net +0.005600+1.509448

Assembly prices: d(bound)/dH = +1.007633, d(bound)/deps = +0.642782, d(bound)/dB = -0.964129, break-even d(eps)/dB = 1.499932, d(eps)/d(-H) = 1.567613. Active set: 4 of 21 pair weights at zero, 2 at the cap, 0 of 6 pressures at zero, and 24 of 3,190 gap vectors active, all of them the near-integer configuration of §5.1 and its permutations. VERIFIED (LP duals).

The pressure argmax, rechecked under the corrected rule on a fine bracket:

B/B0 0.94 eps* <= 0.0075531404 bound 0.6734205573759323 (m=151) B/B0 0.97 eps* <= 0.0077362610 bound 0.6734213137767857 (m=148) B/B0 1.00 eps* <= 0.0079188588 bound 0.6734217356598431 (m=145) B/B0 1.03 eps* <= 0.0080997560 bound 0.6734210670372676 (m=142) B/B0 1.06 eps* <= 0.0082819025 bound 0.6734212017525835 (m=139)

argmax at B/B0 = 1.00 exactly. AMTOPA's B = 93/23000 is at the peak.

The window trade, both ends under the same rule:

pure sqrt(2) H = 0.6725007036794117 eps* <= 0.0070401956 bound 0.6731694905 (m=161) AMTOPA 17-term H = 0.6721881581182350 eps* <= 0.0079168578 bound 0.6734204495 (m=145) they spend 3.125456e-04 of H and buy 8.766622e-04 of floor exchange rate 2.8049 against break-even 1.5676

7.5 The window sweep: the window axis is not saturated, and it is worth ten times the rest

REVERSED 2026-09-06, §7.8. Every floor in this section came from an inner solve at 14 rounds and a 40,000-point multistart, and all five are over-estimates by 4.9e-05 to 8.1e-05. Re-priced, all five windows land below AMTOPA's number. The section is kept as written; its own caveat, "direction, not magnitude", was correct about the confidence and wrong about the sign.

Run 1's four shards produced nothing: they spent their entire 900-second budget on the two reference points and never entered the search. Run 2 moved the reference points into doors and gave the shards nothing to do but search. Three of the four returned, and all three beat the incumbent by an order of magnitude more than the pair-weight axis did:

runshardbest boundHB/B0eps*mvs AMTOPA
300.67345360553586510.67216540275222280.90810.0074464746153+3.711e-05
200.67345312190437790.67217652587577100.87080.0072022744157+3.663e-05
230.67345098997056700.67216096046620470.94150.0076519730149+3.450e-05
220.67344921821090820.67217769344571420.86450.0071559747158+3.273e-05
330.67344718052376480.67214120640542750.96540.0078219798146+3.069e-05

Five independent seeds across two runs, every one of them starting from AMTOPA's own window, every one of them walking away from it, every one reporting a gain between +3.07e-05 and +3.71e-05.

Read this carefully, because it is the least settled number in this file. Each shard's inner eps* solve is deliberately cheap: 14 rounds, a 40,000-point multistart, patience 3, so every one of those floors is an early-stopped over-estimate of the same kind §1 describes, and the bounds inherit that. What the sweep establishes is direction, not magnitude: five independent seeds all walk away from AMTOPA's window toward lower H and lower B, and all report gains near +3.5e-05. The window axis is open. Settling how far it is open needs each candidate window run through the converged pipeline and then through their verifier, which this hunt did not do.

Note the shape of what the search wants: H below AMTOPA's, and B at 0.87 to 0.94 of theirs. The optimiser is spending more window constant to buy more floor, the same trade trmdy made against Anthropic, one level further in.

7.6 The certificate: not obtained, and the cost is the finding

Their table builder and their C++ branch-and-bound, at our candidate and at theirs as a control.

That second sentence is worth stating plainly, because it is a fact about their result and not only about ours: AMTOPA's own published finite inequality did not replay inside a 20-minute job on a free runner. Their own local-certificate-pilot.yml budgets timeout-minutes: 120 for exactly this step, so this is consistent with their record rather than in tension with it, but it means the load-bearing computation behind the leading public claim costs on the order of an hour of runner time, and any reviewer should budget for that.

This worked, and what it returned is §3.0. The shards run: 24 s to 343 s each, node counts from 3.2M to 47.9M. But at the pinned tip the convexity gate is dead, so both candidates hit terminal cells:

candidatetargetshardresultnodeswall
AMTOPA0.00791072/8INCONCLUSIVE, lower=0.007910581120991112821,063,162147 s
AMTOPA0.00791073/8SHARD_VERIFIED47,945,570343 s
AMTOPA0.00791077/8SHARD_VERIFIED3,201,48824 s
ours19791/25000001/8INCONCLUSIVE, lower=0.00791637296488521135,571,08830 s
ours19791/25000007/8SHARD_VERIFIED3,517,67299 s

every one of them with convex=0 tangent=0. Ours falls short by 2.70e-08, theirs by 1.19e-07, both at a single width-zero grid cell, both by less than a part in fifty of the target, and both because the tangent bound that used to close those cells no longer exists at this revision.

So the answer this hunt has, precisely. Our candidate's floor is not accepted at the repository tip, and neither is AMTOPA's own, for the same reason and by the same mechanism. Settling either needs the verifier at b3b7784ed0089c3c2197d740aaae1a424d142e44: their own code, the revision their own candidate.json names, which is one more Actions cycle of the shape run 3 already demonstrates: six table shards at about four minutes each, then eight search shards at 24 to 343 seconds each. That is the cost, and it is written here rather than run, because the hunt's budget went to finding out why the tip does not work.

Until then, the floor behind §1's constant is a float minimum and nothing more, and this hunt does not claim otherwise.


7.7 The certificate, obtained: at b3b7784 their headline replays and ours is refused

2026-09-06, Actions run 34024309937, workflow hunt-amtopa-ceiling with the new verifier_commit input. Exactly the cycle §7.6 priced: tables at the pinned tip (six shards each for both candidates, all passed), the C++ verifier and its config writer built from b3b7784ed0089c3c2197d740aaae1a424d142e44 in a second clone, root-shard.patch applied there (offsets 34 and 7 lines), the tip's candidate.json as the baseline since it is the headline's certificate and b3b7784's own file carries an older target, eight search shards per candidate.

Their headline: SHARD_VERIFIED on 8 of 8, with the gate alive. convex per shard 34,780 to 459,982, tangent 14,972 to 214,264, and every shard done in 1 to 19 seconds against the tip's minutes and non-termination. So §3.0 was exactly right: the one thing wrong at the tip is the gate, and their published finite inequality is accepted by their own verifier at the revision their own candidate.json names. VERIFIED. Their number stands at that revision.

Ours, target 19791/2500000: INCONCLUSIVE at a terminal cell on 4 of 8 shards.

shardverdictrigorous lower bound at the cellthe cell, in gap units (box / 4000)
0SHARD_VERIFIED
1INCONCLUSIVE0.00789332071.03975, 1.95625, 1.03825, 1.03325, 1.9595, 1.03775
2INCONCLUSIVE0.00789899531.03975, 1.97525, 1.04775, 1.968, 1.044, 1.971
3SHARD_VERIFIED
4INCONCLUSIVE0.00789435121.95025, 1.0475, 1.96625, 1.03325, 1.02475, 1.02775
5INCONCLUSIVE0.00789429631.033, 1.0395, 1.965, 1.041, 1.96425, 1.03775
6SHARD_VERIFIED
7SHARD_VERIFIED

First reading, wrong, kept because it was written down. Those four bounds sit 2.2e-5 below our target and below the leader's own floor too, so the first reading was that the functional at our (a, b) genuinely reaches 0.00789 at gap vectors of a different shape (two large gaps out of six) from the reported basin (three large), the minimiser missed a basin, and kill condition 2 fires. A cutting-plane round on that reading (the four cells added to the pool, LP re-solved, Actions run 34024961426) returned a point 5e-9 from the first and the identical refusal to twelve digits, which is what forced the second look.

What the verifier actually said. The LP's own functional, evaluated at the four cells at their midpoints (2k + 1)/8000, is 0.0079175 to 0.0079185: above the target, by 1e-6 to 2e-6, and it reproduces the reported float minimum 0.0079168578 at its location exactly. The number the verifier prints at a terminal cell is its plain corner bound (each gap at its left edge, W minimised over a span-wide range of table cells), about 2.5e-5 loose and never the deciding quantity. What decides is the tangent bound, midpoint value minus sum_c |dF/dg_c| / 8000; at these cells sum|grad| is 0.009 to 0.017, the slack 1e-6 to 2e-6, and the tangent bound 0.0079163 to 0.0079164, a hair under the target 19791/2500000 = 0.0079164. The target left a margin of 4.6e-7 over the float minimum; at grid 1/4000 these cells cost 1e-6 to 2e-6. Not a missed basin; a margin. The leader's point certifies with the same 4.6e-7 margin because its basin is flatter there. Their verifier is fail-closed at a terminal cell and prints the loose bound, which is what sent the first reading the wrong way. artifacts/verifier_cells.json carries both rounds and the arithmetic.

Round 3, and the second reading was wrong about the candidate. The same point, target backed off to 19786/2500000 = 0.0079144 (Actions run 34025675594). The four round-1 cells were passed, exactly as the margin arithmetic said they would be. The search then went deeper and the same four shards stopped at four new cells a few grid steps away, and the midpoint values there are 0.0079153 to 0.0079162: below the LP's reported float minimum 0.0079168578. So the reported floor was not the floor. Descending the LP's own functional from each refused cell, and from the reported location itself, reaches five distinct local minima at 0.0078960, 0.0078988, 0.0078993, 0.0079015, 0.0079020; a 400,000-seed multistart on [0.9, 2.3]^6 finds nothing lower. The reported location is not a stationary point at all (gradient 1e-2 in sum): it is an active cut of the LP, which is why its value equals the LP value, not a minimum of F. The floor of F at this (a, b) is 0.00789598574667553 at gaps (1.038654, 1.963484, 1.038887, 1.035361, 1.961736, 1.039690), confirmed at 40 digits with mpmath independently of the numpy code. That is 2.09e-5 under the claimed floor and 1.51e-5 under the leader's floor 0.0079107. (Lower still, 2026-09-06, §7.8: the oracle used here seeds [0.9, 2.3]^6 and misses a basin at a three-unit gap. With that region seeded the floor at this same point is 0.0078946642, and the assembled bound at it is -1.03e-05 below the record. The withdrawal below is right and understated.) The same descent at the leader's own (a, b) gives 0.0079111052, 3e-7 above the target their verifier accepts, so the method reproduces their floor and the gap is real.

The candidate is withdrawn. Kill condition 2 fires, with the number. The first reading had the right conclusion for the wrong reason (the round-1 cells were a margin, as the second reading said), and the second reading had the wrong conclusion: the oracle that generated the LP's cuts (harvest: 90,000 seeds on [0, 6]^6 and [0.6, 3.2]^6, 48 descents, maxiter

  1. never found the basin at (1.04, 1.96, 1.04, 1.04, 1.96, 1.04) (**mechanism corrected in

§7.8**: its box did cover the region and its samples ranked around 440th of 90,729 against a shortlist of 48, so the fault is the shortlist and the shape of the basin, not the box), which is exactly the failure the stopping-rule comment in epsstar.py warned of: a float multistart is a fallible oracle, and a later run with a better oracle can only push upper down. Every number in §1 that rests on 0.0079168578 rests on that oracle. No target change rescues a point whose functional dips 1.5e-5 under the leader's floor. The leader's verifier was fail-closed and right all three times; the plain bounds it printed, about 0.00789, happened to land near the truth for the wrong reason. artifacts/verifier_cells.json carries all three rounds with the arithmetic.

What is left of hunt #90's question. Whether AMTOPA are at the ceiling of the pair-weight and pressure axes at their window is now open again, with the LP's previous answer (+5.9e-6 of headroom on eps) withdrawn along with the point. The honest re-solve is the same cutting-plane LP with an oracle that finds these basins: 400,000 seeds on [0.9, 2.3]^6, 300 descents plus 200 warm starts from the pool, gtol 1e-14. Recorded below when it lands. The LP value is an upper bound on eps* whatever the oracle does, because every cut is a real gap vector; only the claimed floor was ever soft.

The re-solve: AMTOPA are at the ceiling of these two axes, to within 8.9e-8. Same LP (epsstar.eps_star), same polytope, same window and B, started from the committed 2,200-cut pool plus the five minima above, with harvest replaced by the oracle in resolve_strong_oracle.py (the seeding and descent settings named above). On the authoring host, about 13 s a round:

roundLP value (upper bound on eps*)oracle floor at that (a, b)cuts
00.00791860250.00788992792,205
50.00791399520.00790738083,514
100.00791251370.00790651144,815
150.00791178260.00790986766,135
200.00791139760.00791034537,443
250.00791133150.00791102928,780
300.00791125990.007910810210,108
350.00791120900.007911042011,412
400.00791120360.007911081112,731
450.00791119390.007910629414,060

The LP value never rises, and at every round it is an upper bound on eps*. After round 45 (578 s) the next HiGHS solve failed on the 14,000-row model (status 15, model_status Unknown, primal feasible) and the run ended there, so this is not a converged solve; the patience rule never fired. It is a bound that stands. Against the leader's floor 0.0079111052 (§1's 0.007911105155, reproduced by the same descent at their (a, b)), eps* on the pair-weight and position-pressure axes at their window lies in

[0.0079111052, 0.0079111939] MEASURED (float LP and float descents)

Corrected 2026-09-06, §7.8. The lower endpoint is a float descent at the leader's own (a, b). It is therefore an over-estimate of min_g F there, and not a valid lower bound on eps* on its own: the same asymmetry this section exists to explain, repeated on the endpoint nobody checked. The rigorous lower endpoint is the target their branch-and-bound accepts, 0.0079107, so the honest bracket is

eps* in [0.0079107, 0.0079111939] lower end VERIFIED by their verifier, upper end MEASURED; width 4.9e-07

with 0.0079111052 sitting inside it as the float value, which the wide-box oracle of §7.8 later reproduced to 2e-13 and found no lower basin at their weights. The 8.9e-8 below is the width of the float bracket, not of the rigorous one.

Headroom at most 8.9e-8 in eps, which by §1's assembly ratio (+3.96e-6 on the headline per +5.75e-6 in eps) is under 7e-8 on the headline. §1's +5.75e-6 of headroom was the oracle's, not the polytope's. The hunt's own second finding, the two computable axes at their ceiling, now extends to the two searchable ones: four of AMTOPA's five axes are at the ceiling, and the window axis (§7.5) is the only one left, with a lead whose floors came from the same weak oracle. (Closed too, §7.8: re-priced, all five of that lead's windows are below their number. Five axes, all at the ceiling.) Whether eps* sits at 0.0079111052 exactly (their point optimal) or up to 8.9e-8 above it is what a converged re-solve with a numerically steadier LP would settle; it is worth nothing on the headline either way.


7.8 The window axis, re-priced and closed: five windows, all of them below the record

§7.5 read five windows off a differential-evolution sweep and reported gains of +3.07e-05 to +3.71e-05, with the caveat that its inner solve was cheap and the figures were "direction, not magnitude". §7.7 then showed the oracle behind every floor in this hunt over-reports. Re-pricing the five windows took three passes, and the answer changed sign between the second and the third.

Pass one, at each window's own saved weights. Every window_search_N.json records the (a, b) its inner solve settled on, so the claim can be tested by descending at that exact point. Every floor was over-reported, by 2.6e-05 to 3.0e-05; all five windows still cleared the record. That pass was itself optimistic: a second seed of the same oracle disagreed with the first by 1.8e-05 at a fixed point.

Pass two, the LP re-solved at each window from a fresh pool with the oracle of resolve_strong_oracle.py, 40 rounds, 18,400 to 18,800 cuts, about 40 s a round. Upper and achieved met to 5e-08 at every window, so eps* looked pinned:

windowsourcesweep claimedpass-two floorLP upperassembledvs record
1run 32752160099 shard 00.00744647460.00741647070.00741652920.6734342829+1.779e-05
4run 32746772911 shard 30.00765197300.00762667440.00762672310.6734347155+1.822e-05
5run 32752160099 shard 30.00782197980.00779995420.00780002980.6734330263+1.654e-05
3run 32766484386 shard 20.00717802930.00714525040.00714530760.6734318428+1.535e-05
2run 32746772911 shard 00.00720227440.00716094700.00716099180.6734264824+9.991e-06

On those numbers the window axis survived at half its reported size, and two candidates were built at window 1 and put through AMTOPA's verifier, differing only in how far the target sat below the floor. Their own checks at b3b7784 pass on both here: check_candidate.py (consistency, span capacity, pressure total), check_final_bound.py (m = 154 and the bound), and check_window.py, which verifies the interval enclosure of H above the projection_h_floor computed at our window and returns interval positivity lower bound 0.7619130192389083. That last one matters on its own: a window that is not theirs is admissible to their pipeline, because build_interval_tables.py is "driven entirely by candidate.json, supports a variable window term count", check_window.py recomputes the window constant rather than trusting it, and write_verifier_config.py reads the rest from the candidate. The interval table for our window is 86,787 coarse cells against their 83,993. make_window_candidate.py is the generator.

candidatetargetmargin below the pass-two floorassembledvs recordActions runverdict
A9263/12500006.07e-060.67343037148559612098+1.388e-05340302146756 of 8 shards accepted, refused on 2 and 4
B18533/25000003.27e-060.67343217406253723406+1.568e-05340301389506 of 8 shards accepted, refused on 2 and 4

Baseline in both runs: 8 of 8, gate alive, 2 to 19 s a shard.

Pass three, and it reverses the section. The cells the verifier refused are not in the region any oracle in this hunt has ever sampled. Both runs stopped at gap vectors with one gap near 2.91 and the rest near 1.04 and 1.97, for instance (1.02612, 1.04787, 2.91613, 1.04262, 1.03838, 1.96788). Every float search here, theirs and ours, seeded gaps in a box around the known minima: harvest uses [0, 6]^6 and [0.6, 3.2]^6 but concentrates its 48 descents where its 90,000 samples are lowest, and the "strong" oracle of §7.7 seeds 400,000 points on [0.9, 2.3]^6. A 2.91 gap is outside the second box and vanishingly sampled in the first. Descending from the refused cells:

candidateshardF at the cell midpointvs targettangent bounddescends tovs target
A40.0074118836+1.48e-060.00741037650.0073822070-2.82e-05
A20.0074128857+2.49e-060.00741025130.0073523448-5.81e-05

The interval Hessian is positive definite at both cells (smallest eigenvalue 0.171 and 0.153), so the gate is not the obstruction; the functional simply goes far below the target a short walk from where the verifier stopped. The floor was wrong again, by 6.4e-05.

Re-measured with a seeding that includes the 2.91 cluster and [0.9, 4.2]^6, every window collapses, and all five land below AMTOPA's number:

windowpass-two floorwide floorover-reported byfloor needed to hold the recordassembledvs record
10.00741647070.0073523448+6.41e-050.00738884080.6733929776-2.35e-05
20.00716094700.0071119605+4.90e-050.00714545310.6733948914-2.16e-05
30.00714525040.0070644452+8.08e-050.00712144110.6733797232-3.68e-05
40.00762667440.0075579822+6.87e-050.00759835180.6733905077-2.60e-05
50.00779995420.0077457626+5.42e-050.00777423520.6733981817-1.83e-05

Every wide argmin has exactly one gap in [2.911, 2.927]. The window axis is closed on the evidence this hunt has: §7.5's +3.71e-05 is withdrawn, and every window the sweep produced is worse than AMTOPA's, not better.

The control, which is why the above is a measurement and not a scare. The same wide oracle run at AMTOPA's own window and their own weights returns 0.0079111052, identical to the narrow-box value to 2e-13, at their published basin (1.97808, 1.04406, 1.97301, 1.04598, 1.97445, 1.04230). No 2.91 basin exists at their point. Their floor clears the value needed to hold their own headline by +4.05e-07, which is the margin they left themselves, and their verifier accepts 8 of 8. The wide oracle does not find lower numbers everywhere; it finds them exactly where the verifier said to look, and agrees with everyone at the one point their own verifier has independently accepted.

Run at our withdrawn pair-weight point (§7.7, same window as theirs, our weights) it returns 0.0078946642, again at a 2.91 basin, 2.22e-05 under harvest's claim and 1.60e-05 under what the record needs. So §7.7's withdrawal was right and understated: that candidate is not merely below AMTOPA's floor, its assembled bound is -1.03e-05 below the record.

What this says about the whole hunt. Three oracles were used here, each built to fix the last one, and all three over-reported the same quantity in the same direction:

oracleat our pair-weight pointerror
harvest, 90,000 seeds, 48 descents, maxiter 3000.0079168578+2.22e-05
§7.7's strong oracle, 500,000 seeds on [0.9,2.3]^6, 300 descents, gtol 1e-14, 3 seeds, an 18,705-cut pool0.0078959857+1.32e-06
the wide oracle, cluster mixture plus [0.9,4.2]^60.0078946642(the value the verifier's cells confirm)

And the seeding box is not the mechanism, though the obvious reading says it is. Measured at the withdrawn pair-weight point, against the basin the verifier found at (1.04312, 1.05197, 2.91610, 1.04894, 1.97534, 1.04523):

oraclesamples within 0.25 of that basinbest rank by valueshortlist descended
harvest, 90,729 samples3 (seeds 0, 1, 2 agree)438, 438, 441best 48
the strong oracle, 500,729 samples1484, 485, 504best 300

Every coordinate of that basin lies inside [0.6, 3.2], so harvest's box covered it. It was sampled, three times, and the samples ranked around 440th. The shortlist stops at 48. The strong oracle drew ten times as many points and its samples ranked worse, around 490th, against a shortlist of 300. Three independent seeds give the same ranks, so this is a property of the landscape and not luck: the basin is narrow and deep, so a random point near it has an unremarkable value while the minimum inside it is very low. A coarse-sample-then-descend oracle finds wide shallow basins and misses narrow deep ones, and more samples do not fix it, because the rank does not improve with the sample count. wide_floor.py works because its cluster mixture puts points at the basin's centre, where the value is actually low, not because its box is wider.

So the lesson is not "widen the box". It is that this class of oracle has a blind spot that no amount of sampling closes, and AMTOPA's interval branch-and-bound is the only instrument in this hunt that does not have it, because it does not sample at all. It caught all three oracles. That is the methodological result, and it is worth more than the arithmetic: on this family a float minimum is evidence of nothing until their verifier has seen it, and the right use of a refusal is to read the cell it names rather than to move the target.

Which also explains the ceiling. AMTOPA's configuration is the one at which the low basin at a three-unit gap does not open; every direction the LP moves in buys floor among the near-1 and near-2 gaps and pays for it at 2.91, where no oracle here was looking. That is why four axes measured as saturated (§4, §7.7) and the fifth now does too.

The capstone: the LP re-solved at their own window with the wide oracle cannot beat them. Same polytope, same window, same B = 93/23000, 40 rounds, 13,387 cuts, the oracle of wide_floor.py as the separation routine (lp_wide.py in the session record):

quantityvalueagainst AMTOPA's floor 0.0079111052
LP value, an upper bound on eps* over the whole polytope0.007912132524+1.03e-06
floor achieved at the (a, b) the LP settles on0.007909735797-1.37e-06

The LP's own best point is worse than theirs. Taking the smaller of the two independent LP upper bounds (0.0079111939 from §7.7's run, 0.0079121325 from this one, both valid because every cut is a real gap vector) against their wide-box-confirmed floor:

eps* on the pair-weight and pressure axes, at their window, in [0.0079111052, 0.0079111939] headroom at most 8.9e-08

which is the §7.7 bracket, now with its lower end measured by the instrument that broke every candidate this hunt produced. Assembled, even the top of that bracket is worth +8.4e-07 on the headline. AMTOPA's configuration is the optimum of its own polytope, to within a millionth of their published constant.

Grade. MEASURED. Float LP and float descents on our side, their code for the interval half, their verifier for every acceptance and refusal, and the analytic bridge inherited and unreviewed (§6). The one VERIFIED statement in this section is negative: our windows do not beat their number.


8. Knownness

No prior-art search was run on the window Rayleigh identity of §4.1 and no novelty is claimed for it. H(v) = 2 - 1/c1 with a quadratic denominator is the standard Conrey–Ghosh–Gonek shape and the observation that a Rayleigh quotient has a closed-form maximiser is not a discovery; whether the specific w_0^2 = 2 decoupling is recorded in the literature was not checked. It is used here as an instrument, not offered as a result.

The constant in §1 is a candidate inside someone else's construction, produced by solving an axis they optimised by hand. It is not a new method and it is not claimed as one.