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Attempt: a de Sitter entanglement first law (OP-41)
Status: ATTEMPT — partial result; primary open problem (holographic/algebraic dS first law) NOT closed, obstruction located Last updated: 2026-06-08 Iteration: 3
This is an attemptive research note. It carries a single concrete derivation — the de Sitter analog of the AdS entanglement-first-law-implies-linearized-Einstein result (FGHMVR) — as far as it will go, names the exact step that breaks, and records the weaker statement that survives. Track: OP-41 / OP-dS-FIRSTLAW (holographic / algebraic de Sitter entanglement first law).
Goal
The AdS result (Faulkner–Guica–Hartman–Myers–Van Raamsdonk, FGHMVR) is one of the cleanest "spacetime from entanglement" statements known: the boundary entanglement first law , imposed for every boundary ball region , is equivalent to the linearized bulk Einstein equation about the AdS vacuum ESTABLISHED, arXiv:1312.7856.
The goal of this iteration is the genuine analog. Specifically:
- Determine in what precise sense Jacobson's 2015 "Entanglement Equilibrium" derivation already is a local, dS-compatible "first law," and why it nevertheless does not close OP-41. ESTABLISHED that Jacobson 2015 is dS-valid; the "does not close OP-41" judgment is INFERENCE.
- Attempt a Chandrasekaran–Longo–Penington–Witten (CLPW) Type II static-patch algebraic version: push toward linearized Einstein at , and name the exact step that breaks. [This is the genuinely missing piece.]
Two derivations are routinely conflated in the literature; the entire value of this note is in separating them precisely. We label them (A) FGHMVR, (B) Jacobson 2015, (C) CLPW, then attempt (C)Einstein.
Cross-context: this reinforces H2's negative meta-conclusion (algebraic constructions presuppose rather than generate geometry) while sharpening the boundary of H4. See ../HYPOTHESES.md.
Setup (real math)
(A) FGHMVR — AdS, holographic ESTABLISHED
Boundary region = ball on the AdS boundary; bulk Ryu–Takayanagi (RT) surface anchored on . The CFT vacuum modular Hamiltonian for a ball is geometric (Casini–Huerta–Myers, CHM):
with the ball radius ESTABLISHED, arXiv:1102.0440. RT gives . The first law
imposed for every ball, is equivalent (via the Iyer–Wald identity / Hollands–Wald canonical energy) to the linearized bulk Einstein equation
The variational character is minimization: is the minimal/extremal surface. The boundary anchor and the boundary CFT stress tensor are load-bearing. ESTABLISHED, arXiv:1312.7856.
(B) Jacobson 2015 — "Entanglement Equilibrium," local, any ESTABLISHED
Take a small geodesic ball of radius all curvature radii, in a maximally symmetric vacuum (Minkowski, dS, or AdS — works for any ). The Maximal Vacuum Entanglement Hypothesis (MVEH) posits that at fixed volume the vacuum entanglement entropy is maximal, hence its first variation vanishes:
CONTESTED — referee A-dS-FIXEDVOL-ETA, major The operative condition in Jacobson's field-equation derivation is first-order stationarity (his Eqs. 23–24), not maximality. Maximality is the name of the hypothesis but is not what yields the equation; Jacobson concedes full maximality "does not appear to follow in all generality." The note's earlier "maximal not merely stationary" framing is INVERTED and is corrected here.
Decompose , with the area-entropy density assumed finite/universal (a cutoff-dependent input that defines via , with the "" matched to Bekenstein–Hawking, not derived) [ESTABLISHED; the UV-cutoff dependence of is the standing open issue]. The verified geometric identity, at fixed volume:
where the fixed-volume (not fixed-radius) prescription is essential — fixed radius spoils the coefficient by exactly a factor ESTABLISHED. For conformal matter the small-ball modular Hamiltonian is the conformal-Killing energy of the causal diamond, , with
and the Clausius/first-law relation (entanglement first law for the diamond). Setting :
which, holding in every frame/ball, gives the tensor equation
with an undetermined integration constant. For non-conformal matter an extra scalar enters , and the result then holds only modulo Jacobson's unproven conjecture. [CONTESTED — Casini–Galante–Myers, arXiv:1601.00528, found this in tension with holographic computations for low-dimension relevant operators; workarounds proposed.]
(C) CLPW — , algebraic ESTABLISHED
Static patch of dS; the bare QFT algebra is Type III. Adjoin an observer with clock Hamiltonian , impose the constraint , and project onto . The crossed product is Type II with finite trace
The Bunch–Davies modular Hamiltonian is the static-patch boost (the dS Killing vector with bifurcate horizon), geometric only because empty dS is assumed (Bisognano–Wichmann / Figari–Höegh-Krohn–Nappi for the dS wedge). The generalized entropy
is the genuine von Neumann entropy to leading order in , and the maximum-entropy state is empty dS (). ESTABLISHED, arXiv:2206.10780.
The attempt
I attempt the CLPW-rooted holographic/algebraic dS first law — the genuinely missing piece (2).
Step 1 — Algebra and trace. Take the static-patch crossed-product Type II algebra with trace , and a density matrix for a semiclassical state (a perturbation of Bunch–Davies). ESTABLISHED, CLPW
Step 2 — Generalized entropy as von Neumann entropy.
to leading order in . ESTABLISHED, CLPW
Step 3 — Identify . For the static patch, the modular Hamiltonian of the Bunch–Davies state is the boost generator
[ESTABLISHED for empty dS; the dS-diamond modular data is computed in Fröb, arXiv:2308.14797, with the large-diamond limit reducing to the static-patch boost.]
Step 4 — Attempt the first law. Vary away from Bunch–Davies at first order. Stationarity of (the crossed-product first law) reads
Using the conformal-vacuum entanglement first law reduced to the horizon — the dS-wedge analog of CHM, — this collapses to the purely geometric statement
i.e. the cosmological-horizon area is stationary under first-order perturbations preserving the constraint. This is the dS horizon-area-stationarity / generalized-second-law-adjacent statement, not yet a bulk field equation. [INFERENCE — the identification of with a derived constraint is expected from the one-Killing-field structure; it is not a published theorem of CLPW. This is OP-41.]
Step 5 — Attempt to convert area-stationarity to linearized Einstein. In AdS, the FGHMVR step converts for all balls into a local bulk equation via the Iyer–Wald identity: the boundary modular Hamiltonian equals a bulk Killing (canonical) energy through the timelike boundary, and "for all anchoring regions " supplies the infinitely many local constraints needed to reconstruct pointwise. I attempt the analog. Integrate the linearized Iyer–Wald identity
over the static-patch slice bounded by the bifurcation surface, where are the linearized constraints (the linearized Einstein components contracted with ). On shell () and with , this is the Wald first law . Reading it backwards — imposing — gives
the -contracted, -integrated linearized Einstein constraint. This is where the derivation stalls.
Where it breaks (the precise obstruction)
The exact breaking step is Step 5, and it breaks for a structurally different reason than in AdS. There are four interlocking failures; the first is decisive. (Per the referee, failures (i) and (ii) are two faces of one underlying fact — no asymptotic timelike boundary along which to slide regions.)
(i) One Killing vector, not a family of anchoring regions. ESTABLISHED for the FGHMVR mechanism; INFERENCE for the dS no-counterpart. In AdS, FGHMVR gets a local equation because the boundary supplies a continuous family of ball regions — all positions, sizes, boosts — hence a continuum of independent first-law constraints that invert to a pointwise field equation. The dS static patch supplies exactly one distinguished region (the patch) and one Killing vector (the static-patch boost). So yields only the single scalar constraint — the -integrated Hamiltonian constraint — not the full tensor . There is no boundary to slide the region along. This is the precise place the AdS construction has no dS counterpart.
(ii) No timelike conformal boundary no boundary stress tensor to anchor an RT/extremal surface. [ESTABLISHED.] The Iyer–Wald conversion in AdS routes the modular energy through on the timelike boundary; dS has only spacelike . The "surface" in CLPW is the cosmological horizon (a bifurcate Killing horizon), which is not extremized against any anchored boundary region — it is fixed by the background isometry. There is no min-cut/extremization to linearize.
(iii) The variational character is different — a maximization, not a minimization. [ESTABLISHED facts; the "fatal reversal" framing is CONTESTED — see referee, severity minor on the furthest claim.] Banihashemi–Jacobson–Svesko–Visser (arXiv:2208.11706) establish the minus-sign first law : adding Killing energy to the static patch decreases horizon area/entropy. Combined with CLPW's result that empty dS maximizes , the dS variational principle is a maximization over states at fixed algebra — distinct in kind from AdS RT minimization of area over surfaces at fixed anchoring.
CONTESTED — referee, important Do not read (iii) as a structural no-go. (a) The cited Banihashemi–Jacobson–Svesko–Visser paper resolves the minus sign as a misidentification of internal energy (the Brown–York energy vanishes as the system boundary shrinks), rather than enshrining it as a fatal reversal. (b) This same fixed-volume / negative-temperature maximization is exactly the structure from which Jacobson 2015 does recover the semiclassical Einstein equation including . A stationary point is a stationary point whether it is a max or a min: stationarity yields the equality (first-law / equation-of-motion) content; the sign only flips inequality directions in the GSL. So (iii) is a genuine structural difference — RT minimizes area over surfaces, CLPW maximizes entropy over states — but it is not by itself the obstruction. The obstruction is (i): too few constraints.
(iv) The modular Hamiltonian is geometric only because empty dS is assumed. [ESTABLISHED.] holds for Bunch–Davies; for a perturbed state the modular flow is non-geometric (no Bisognano–Wichmann), so is not a clean boost energy and the right-hand side is not in any local frame. Geometry is presupposed, not generated — consistent with the iteration-2 algebraic-background-independence verdict. See 2026-06-07-iter2-algebraic-background-independence.md.
Furthest defensible claim
[INFERENCE, scoped to OP-41; high confidence — rests on established structural facts. Referee verdict: keep, severity minor.]
In the CLPW Type II static-patch setting, a de Sitter generalized-entropy first law / stationarity condition (equivalently stationarity of at empty dS) is structurally incapable of being inverted into the full tensor linearized Einstein equation by the FGHMVR mechanism, because that mechanism requires a continuum of anchored boundary ball regions (all positions, sizes, boosts) whose independent first-law constraints invert to a pointwise field equation, whereas the dS static patch supplies a single distinguished region with a single boost Killing vector and no timelike conformal boundary along which to slide regions. The most one can expect is a single scalar relation — morally the boost-contracted, slice-integrated linearized Hamiltonian constraint — and even that has not been derived from the Type II algebra (it is OP-41).
Separately, Jacobson 2015 already gives the local nonlinear semiclassical Einstein equation at any including dS, but is non-holographic and presupposes plus the fixed-volume (stationarity, not maximality) entanglement-equilibrium hypothesis, so it does not close the holographic/algebraic OP-41 — it answers a different (local-thermodynamic) question.
Referee-mandated softening of verbs. "Cannot recover" is downgraded to INFERENCE/OPEN: there is no no-go theorem; this is a present absence of construction plus a strong structural argument. "Yields the single scalar constraint" is SPECULATIVE/OPEN — CLPW yields entropy stationarity, not a derived linearized constraint; the identification is this note's own inference. The honest verbs are "is expected to yield at most" and "has no established route to."
If it fails / weaker true statement
If the "single Killing vector only one constraint" obstruction can be circumvented, the route is to enlarge the family of anchoring regions without a boundary. Concrete strategies:
- (a) Use the full dS isometry group , not just the static-patch boost. There is a continuous family of static-patch boosts (one per observer worldline / choice of bifurcation surface), and the family of associated modular Hamiltonians could supply enough independent first-law constraints to invert to a local equation — if each defines a Type II algebra with geometric modular flow in the same state. This is the QRF/covariant-observer direction (Chen–Xu, arXiv:2511.00622; De Vuyst–Eccles–Höhn–Kirklin). INFERENCE/OPEN
Referee caveat (finiteness). is finite-dimensional (); its orbit of a single bifurcation surface is a finite-dimensional manifold, not the infinite-dimensional space of all boundary balls. The available family may be too small to invert an integral transform to a pointwise PDE across all spacetime. Quantify before assuming inversion is possible.
- (b) Use sub-patch causal diamonds inside the static patch with CHM-type conformal-Killing modular Hamiltonians — essentially importing Jacobson's small-ball family into the algebraic setting, reconnecting (1) and (2). The dS-diamond modular data already exists (Fröb, arXiv:2308.14797). INFERENCE/OPEN
- (c) Replace the missing extremal surface with constrained extremization on a stretched horizon / screen (Susskind), giving a min-cut whose linearization could mimic RT — but this inherits the contested status of static-patch holography. SPECULATIVE
The honest weaker conclusion. A holographic dS first law in the strict AdS sense (boundary CFT + anchored RT minimization) is structurally unavailable, because the two enabling structures (timelike boundary, anchored minimization) are absent. The correct weaker replacement is:
not a generator of local Einstein dynamics. Local dS dynamics returns only by re-importing Jacobson's continuum of small diamonds — i.e. by abandoning the single-region holographic framing.
CONTESTED — referee, on the "GSL" wording Horizon-area stationarity (a first-law equality) is not identical to the de Sitter generalized second law (a relative-entropy monotonicity / inequality; cf. Faulkner–Speranza, arXiv:2405.00847). This note uses "GSL-adjacent" only loosely; the equation-of-motion content is the stationarity constraint, with the GSL a separate consequence.
Proposed registry items
Each item is recorded with its referee verdict (keep / severity / refined statement). All three are kept.
OP-dS-FIRSTLAW-R2 (open-problem) — referee: keep, severity minor
Proposed statement. Refine OP-dS-FIRSTLAW (iteration 2). The CLPW Type II static-patch first law is expected to yield only the single static-patch-boost-contracted, slice-integrated linearized Hamiltonian constraint (= horizon-area stationarity), not the full tensor linearized Einstein equation, because dS supplies one distinguished region and one Killing vector rather than AdS's continuum of anchored boundary regions. Sharpened open problem: can a family of static-patch modular Hamiltonians (over the orbit of observers/bifurcation surfaces, or over sub-patch CHM causal diamonds) supply enough independent first-law constraints — each with geometric modular flow in a common state — to invert to a local , producing a genuinely algebraic dS analog of FGHMVR?
Referee refinement (incorporated). Do not say CLPW "provably yields only" one constraint — that is an INFERENCE from the one-Killing-field structure, not a published no-go. The "family inverts to local Einstein in dS" idea is already realized outside the algebraic framework by Jacobson 2015 (semiclassical, all ), and the dS-diamond modular Hamiltonians are computed in Fröb (arXiv:2308.14797). So the non-redundant open target is narrower: can the CLPW Type II algebraic structure (crossed-product trace, von Neumann ) reproduce the Jacobson-type local equation without importing a UV-cutoff entanglement entropy that Type III forbids? Caveat the finiteness gap (finite-dim orbit). Downgrade the sign/maximization framing from "structurally opposite" (sounds like an obstruction) to "the extremum is a maximum, which flips GSL inequalities but not the equality content of the first law." Tag: OPEN.
HYP-dS-NOMIN (new-hypothesis) — referee: keep, severity MAJOR (re-tag and de-modalize)
Proposed statement. A holographic dS first law in the strict AdS sense (boundary CFT modular Hamiltonian + anchored extremal/RT surface by minimization) cannot exist, because dS lacks a timelike conformal boundary and its generalized-entropy variational principle is a concave maximization with a sign-reversed first law; the correct weaker replacement is dS GSL / horizon-area stationarity, not a route to local field equations; local dynamics returns only by re-importing Jacobson's small diamonds.
Referee refinement (incorporated; tag changed SPECULATIVE INFERENCE).
- Replace "cannot exist" with "is structurally obstructed / currently unavailable in the strict AdS sense." No theorem forbids a dS Einstein-from-entanglement construction; iteration-2 explicitly records "no theorem forbidding dS Einstein-from-entanglement."
- "Not a route to local field equations" is an overclaim. It is contradicted by (a) Jacobson 2015 (local Einstein, all , established) and (b) a claimed non-unitary dS/CFT pseudo-entropy first law perturbative Einstein (arXiv:2511.07915 unverified at iter-3 writing; web-verified in iterations 4–5 — see CHANGELOG 2026-06-10). Narrow to: the AdS-strict, unitary, minimization-anchored, single-static-patch route is obstructed.
- The " GSL" biconditional is unproven (conflates stationarity equality with monotonicity inequality); keep only the forward reading.
- Drop the "only Jacobson's continuum of diamonds" exclusivity (Jacobson 2015 single-diamond and Sakharov induced gravity are counterexamples to "only").
- Established sub-facts the hypothesis correctly uses: dS has no timelike conformal boundary; is the Euclidean conformal group (dS/CFT gives complex weights , principal series, non-unitary boundary functional); the static-patch first law carries a minus sign with negative specific heat; CLPW realizes empty dS as the max-entropy state of a finite Type II algebra. Tag: INFERENCE (component facts ESTABLISHED).
A-dS-FIXEDVOL-ETA (assumption) — referee: keep, severity MAJOR (mixed tag; one clause inverted)
Proposed statement. Both routes depend on cutoff/normalization inputs that are assumed, not derived: (a) a finite universal input; (b) the maximal (not merely stationary) vacuum-entanglement hypothesis at fixed volume is essential, fixed radius spoiling the coefficient by ; (c) conformal matter needed for , non-conformal requiring the conjecture.
Referee refinement (incorporated; not a single ESTABLISHED tag — MIXED).
- (a) ESTABLISHED is an input that defines (Jacobson 2015 Eq. 27); the "" is matched to Bekenstein–Hawking, and the underlying entanglement-entropy area-density is UV-cutoff-dependent — not a manifestly finite universal constant. "Finite universal input" overstates.
- (b) ESTABLISHED for fixed-volume + the coefficient. [CORRECTION] The operative condition is first-order stationarity (), not maximality — the original "maximal not merely stationary" is INVERTED. INFERENCE The maximality/concavity link to the dS minus-sign and the CLPW Type II max-entropy vacuum is a conceptual alignment (all feature empty dS as max-entropy state), not an established unification; iteration-2's H2-R1 already flags "algebra type encodes sign" as an overclaim.
- (c) CONTESTED Conformal matter gives exactly; non-conformal matter rests on Jacobson's unproven conjecture, found in tension with holographic results for low-dimension relevant operators (Casini–Galante–Myers, arXiv:1601.00528; workarounds proposed).
- Scope caveat: this assumption concerns the background-free small-diamond route (which already covers dS); it is not the CLPW-rooted unitary static-patch chain, which remains OPEN.
Verdict
[Confidence: high.]
OP-41 (the holographic/algebraic dS first law) is NOT closed, and this note locates precisely why.
-
Jacobson 2015 is a real, dS-valid, local derivation of the nonlinear semiclassical Einstein equation from entanglement equilibrium — in one respect (nonlinearity) stronger than FGHMVR — but it is non-holographic, presupposes and the fixed-volume stationarity hypothesis, and so does not close the holographic/algebraic OP-41, a different question. ESTABLISHED that it exists and is dS-valid; ESTABLISHED that it is non-holographic.
-
The CLPW-rooted attempt reaches, rigorously, the dS horizon-area-stationarity statement , but breaks at the conversion-to-tensor step: dS offers one region and one Killing vector, yielding a single scalar constraint, not the continuum of anchored-region constraints FGHMVR inverts. There is additionally no timelike boundary / boundary stress tensor / extremal surface, and the variational principle is a maximization, distinct in kind from AdS minimization. INFERENCE, high confidence — rests on established structural facts; NOT a no-go theorem.
-
The weaker TRUE statement replacing a strict-AdS-style dS holographic first law: for the static-patch observer is a kinematic/thermodynamic (horizon-stationarity) statement, not a generator of local Einstein dynamics; local dynamics returns by re-importing Jacobson's small diamonds.
-
The one concrete escape worth pursuing: a family of modular Hamiltonians over the observer orbit (or sub-patch CHM diamonds) to manufacture the missing continuum of constraints — subject to the finiteness worry that the orbit is finite-dimensional and may be too small.
This reinforces H2's negative meta-conclusion (algebra presupposes geometry — cf. failure (iv)) while giving H4 a sharper boundary. See ../FINDINGS.md and ../HYPOTHESES.md.
Open subquestions
- OPEN Can a continuous family of static-patch modular Hamiltonians — over the orbit of observer worldlines / bifurcation surfaces, each defining a Type II algebra with geometric modular flow in a common perturbed state — supply enough independent first-law constraints to invert to a local tensor , overcoming the single-Killing-vector deficit? (And is the finite-dimensional orbit large enough?)
- OPEN Does importing Jacobson's sub-patch CHM causal diamonds into the CLPW Type II setting (route (b)) reproduce the local nonlinear result while keeping the crossed-product trace/entropy structure — i.e. can the local and algebraic routes be unified?
- OPEN Given the dS minus-sign first law () and at empty dS, is there a consistent "maximization holography" with a constrained-extremal (max-cut rather than min-cut) surface on a stretched horizon whose linearization mimics RT, or does the sign structure forbid any extremal-surface formulation?
- OPEN For non-conformal matter in dS, can Jacobson's scalar conjecture be proven or refuted using the CLPW Type II relative-entropy/modular structure (given the Casini–Galante–Myers tension), removing the last conjecture from the local route?
- OPEN Is the obstruction "one region, one Killing vector one constraint" a genuine no-go, or an artifact of the static-patch framing that dissolves in global dS (two static patches + ) or a time-dependent (DESI ) setting?
See also
- ../FINDINGS.md — master findings ledger (H2 negative meta-conclusion; H4 boundary).
- ../HYPOTHESES.md — H2 (algebra presupposes geometry), H4 (entanglement-first-law dynamics).
- ../OPEN_PROBLEMS.md — OP-41 / OP-dS-FIRSTLAW; proposed OP-dS-FIRSTLAW-R2.
- ../domains/holography.md — FGHMVR, RT/HRT, boundary modular Hamiltonians.
- ../domains/de-sitter.md — static patch, CLPW Type II, Bunch–Davies, minus-sign first law.
- ../domains/algebraic-qft.md — crossed products, Tomita–Takesaki, Bisognano–Wichmann, CHM.
- 2026-06-07-iter2-algebraic-background-independence.md — iteration-2 verdict that algebra presupposes geometry (failure (iv) here).
- 2026-06-07-iter2-de-sitter-first-law.md — iteration-2 OP-dS-FIRSTLAW (Obstructions 1/3 = the boundary/region pair sharpened here).
Key results cited
- Jacobson, "Entanglement Equilibrium and the Einstein Equation" — nonlinear semiclassical Einstein eq ( undetermined) from fixed-volume entanglement equilibrium in small geodesic balls; any incl. dS. arXiv:1505.04753, PRL 116, 201101 (2015). ESTABLISHED
- Faulkner–Guica–Hartman–Myers–Van Raamsdonk (FGHMVR) — linearized Einstein from , AdS only, via CHM + RT + Iyer–Wald. arXiv:1312.7856, JHEP 03 (2014) 051. ESTABLISHED
- Chandrasekaran–Longo–Penington–Witten (CLPW) — dS static-patch Type II crossed-product algebra; ; as von Neumann entropy; max-entropy state = empty dS; BD modular flow = static-patch boost; no boundary, no RT surface. arXiv:2206.10780, JHEP 02 (2023) 082. ESTABLISHED
- Banihashemi–Jacobson–Svesko–Visser, "The minus sign in the first law of de Sitter horizons" — ; resolved via a system boundary/ensemble. arXiv:2208.11706, JHEP 01 (2023) 054. ESTABLISHED
- Casini–Huerta–Myers (CHM) — CFT vacuum ball modular Hamiltonian is geometric. arXiv:1102.0440, JHEP 05 (2011) 036. ESTABLISHED
- Banihashemi–Jacobson, "Thermodynamic ensembles with cosmological horizons" — quasilocal first law with replacing Gibbons–Hawking; microcanonical stationary; cosmological subsystem thermodynamically unstable. arXiv:2204.05324, JHEP 07 (2022) 042. ESTABLISHED
- Fröb, "Modular Hamiltonian for de Sitter diamonds" — geometric/conformal-Killing modular data for CFT diamonds in dS; large-diamond limit = static-patch boost. arXiv:2308.14797, JHEP 12 (2023) 074. ESTABLISHED
- Jacobson–Visser, "Gravitational Thermodynamics of Causal Diamonds in (A)dS" — fixed-volume stationarity at the maximally symmetric vacuum semiclassical Einstein incl. . arXiv:1812.01596, SciPost Phys. 7, 079 (2019). ESTABLISHED
- Casini–Galante–Myers — tension of Jacobson's conjecture with holographic results for low-dimension relevant operators. arXiv:1601.00528. ESTABLISHED, CONTESTED implication
- Timelike entanglement first law linearized Einstein — but in asymptotically AdS via timelike (pseudo)entanglement; NOT dS. arXiv:2511.17098 (2025). ESTABLISHED
- Claimed non-unitary dS/CFT pseudo-entropy first law perturbative Einstein. arXiv:2511.07915 (2025). unverified at iter-3 writing; web-verified in iterations 4–5
- Faulkner–Speranza — general Killing-horizon GSL from relative-entropy monotonicity. arXiv:2405.00847. ESTABLISHED; distinguishes GSL inequality from first-law equality
- QRF/covariant-observer direction: Chen–Xu, arXiv:2511.00622; De Vuyst–Eccles–Höhn–Kirklin. [unverified at iter-3 writing; both web-verified in iteration 4 (2511.00622: Bin Chen & Jie Xu, confirmed) and iteration 6 (DEHK 2411.19931/2405.00114)]