Stability of record macrostates under motion of the base #
Category: 7-SigmaLayer (the record layer — Paper C A7). BACKLOG #104, out of #103.
MacrostateStability.lean (#103) proved the stability of #102's record
string under motion of the fibre: the macroscopic law exactly invariant, the pointwise string
unchanged outside a set of epistemic measure k·N·δ. That is the only channel a record write
opens. A flow of Σ also moves the base, and then the arcs themselves move, because
globalBasin c i is cut out by the rate field at the microstate's own base point. This file
carries the margin argument over that motion.
What the hypothesis is, and what it is not #
The displacement of the arcs is a hypothesis, stated directly on the endpoints:
arcLo,arcHi— the two endpoints of a context's arc, as functions of the base point;ArcShift c ε p q— every arc ofcmoves by at mostεbetween the base pointspandq. ⚠️ This needs no metric on the base, and so no continuity of the rate field either. #104's row text proposed aLipschitzWithhypothesis; the endpoint form is strictly weaker, available at the pin, and is what the margin argument actually consumes;- ★
arcShift_of_rate_close— if the rates move by at mostηcoordinatewise thenArcShift c ((N+1)·η), since each endpoint is a sum of at mostN + 1rates. A modulus of continuity on the rate field enters here and nowhere else.
What is proved #
sigmaMove f g— a move ofΣ: a measurable motionfof the base together with a base-dependent record writeg.sigmaMove id (fun _ => δ)is #103'ssigmaShift;- ★
ae_fst_eq— the epistemic measure lives on the fibre over its own preparation, and hence ★★★map_sigmaMove: the epistemic law is carried exactly to the law at the moved base,(epistemicMeasure p).map (sigmaMove f g) = epistemicMeasure (f p). This is the right form of #103's exact half once the base moves: the macroscopic law is not invariant — the Born weights are those of the moved base point — and the transport is still exact, with no error term. Thef = idcase ★★map_sigmaMove_iddischarges a caveat of #103: a base-dependent write, therecordStrokeofCV/RecordInfluence.lean, preserves the epistemic law exactly; robustBasin₂ c δ ε i— the two-sided robust interior: marginεat the lower endpoint andδ + εat the upper one. Two-sided because a base motion can move the lower endpoint up, which a record write alone never does (robustBasin₂_zerorecovers #103's one-sided set atε = 0);- ★★
sigmaMove_mem_globalBasin— the margin lemma with the base in motion, and hence ★★outcomeCode_sigmaMove, ★★★recordString_sigmaMoveand ★★recordMacro_sigmaMove; - ★★★
measure_recordString_ne_sigmaMove_le— the microstates a move relabels have epistemic measure at mostk·N·(δ + 2ε), and ★★measure_recordString_ne_sigmaMove_rate_legives the same in terms of the rate displacement,k·N·(δ + 2(N+1)η); - ★★
measure_robustBasin₂_ge— robustness is still controlled by the Born weight:rate p i − (δ + 2ε)bounds the two-sided robust interior below; - ★★★
measure_exists_recordString_ne_flow_le— one exceptional set serves a whole flow. For a one-parameter family of moves whose write stays in[0, δ]and whose arc displacement stays belowεover[0, T], the record string survives the entire horizon outside that samek·N·(δ + 2ε). This is what #103's drift corollary becomes once the base is allowed to move, and it needs no new argument: the robust set does not depend on the parameter.
Honest scope #
⚠️ The arc displacement is assumed, not derived. Nothing here shows that any particular flow of
Σ — least of all a Hamiltonian one — moves the arcs by a bounded amount, and ContextField still
carries no regularity beyond measurability. What arcShift_of_rate_close buys is the reduction of
the hypothesis to a modulus of continuity on the rate field; supplying that for the canonical
momentContext is not done here, and LF4.momentMap has no recorded modulus.
⚠️ The motion of the base is an arbitrary measurable map, not a flow. f is not assumed
invertible, measure-preserving, continuous, or part of a one-parameter group, and no generator is
constructed. measure_exists_recordString_ne_flow_le quantifies over a family of such maps; calling
it a flow is a convenience of the name, not a claim about its structure.
⚠️ Still not invariance, and still no mixing. As in #103, no cell is shown to be an invariant
set and not_hasCorrelationDecay_blockPop_of_unitary is untouched. Note the exact half is weaker
here than in #103 and deliberately so: the law moves to epistemicMeasure (f p), so a base motion
changes the macroscopic statistics, which is what it should do.
⚠️ The bound degrades as k·N, and in N again through the rates. δ + 2(N+1)η carries a
second factor of N, so the rate field has to be uniformly close for a large alphabet. No better
constant is claimed, and records of Born weight below δ + 2ε are granted no robustness at all.
⚠️ The typicality half is untouched. As in #103, "overwhelmingly many microstates share it" is
conditional on concentration of the weights and is BACKLOG #105; nothing here supplies it, and
fs_chebyshev_concentration is still a statement about base statistics.
References: records-to-spacetime-scoping.md ST-3;
future-work.md; MacrostateStability.lean (#103),
RecordMacrostate.lean (#102), MacroProjection.lean (#99), GlobalBasin.lean,
CV/RecordInfluence.lean (fibreShift, recordStroke);
specs/BACKLOG.md #104, #103, #105, #100.
The arc endpoints as functions of the base point #
The lower endpoint of the arc a context assigns to outcome i, as a function of the base
point. globalBasin reads the rate field at the microstate's own base, so moving the base moves this
endpoint — which is what #103 did not have to consider.
Equations
- CSD.RecordLayer.arcLo c i p = CSD.RecordLayer.loSum (c.rate p) i
Instances For
The upper endpoint of the arc, as a function of the base point. Agrees with #103's cellTop
read at x.1.
Equations
- CSD.RecordLayer.arcHi c i p = CSD.RecordLayer.loSum (c.rate p) i + c.rate p i
Instances For
The basin, written in the endpoint functions — the form the base-motion argument consumes.
The displacement of the arcs #
The arcs of c move by at most ε between the base points p and q. This is the whole
hypothesis the base-motion bound needs: it mentions no metric on the base, hence no continuity of
the rate field, only that the endpoints do not travel far.
Equations
- CSD.RecordLayer.ArcShift c ε p q = ∀ (i : Fin N), |CSD.RecordLayer.arcLo c i q - CSD.RecordLayer.arcLo c i p| ≤ ε ∧ |CSD.RecordLayer.arcHi c i q - CSD.RecordLayer.arcHi c i p| ≤ ε
Instances For
★ A modulus of continuity on the rate field bounds the arc displacement. Each endpoint is a
sum of at most N + 1 rates, so rates within η put the arcs within (N+1)·η. This is the only
place a regularity assumption on ContextField would enter, and #104's row proposed it as a
LipschitzWith hypothesis; the endpoint form ArcShift is weaker and is what the margin lemma
uses.
A move of Σ: the base travels and a record is written #
A move of Σ: a motion f of the ontic base point together with a base-dependent record
write g, the amount written into the record coordinate at each base point. sigmaMove id (fun _ => δ) is #103's sigmaShift, and sigmaMove id g is the base-dependent write of
CV/RecordInfluence.lean's recordStroke.
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The epistemic law transports exactly #
★ The epistemic measure lives on the fibre over its own preparation. Available because
LF4.CPN N has measurable singletons, which is what lets a base-dependent write be replaced by a
constant one almost everywhere.
★★★ The epistemic law is carried exactly to the law at the moved base. The write translates
the record coordinate, which Haar measure absorbs; the base map carries the Dirac factor to the Dirac
factor at f p. So the macroscopic law after a move is the macroscopic law of the moved preparation —
not the same law, and the transport is nevertheless exact, with no error term and no margin
hypothesis. This is #103's exact half in the form it takes once the base is allowed to move.
★★ A base-dependent record write preserves the epistemic law exactly. The f = id case, and
the discharge of #103's caveat: CV/RecordInfluence.lean's recordStroke translates the fibre by an
amount read off the base, and that is covered.
The two-sided robust interior #
The (δ, ε)-robust interior of a basin: margin ε at the lower endpoint and δ + ε at the
upper one. Two-sided, because a base motion can move the lower endpoint up, which a record
write alone never does.
Equations
- One or more equations did not get rendered due to their size.
Instances For
The ε-boundary band at the lower endpoint: the first ε of the arc, the part a base motion
can push out from below.
Equations
- CSD.RecordLayer.lowerBand c ε i = {x : CSD.LF4.KSigma N | CSD.RecordLayer.arcLo c i x.1 < CSD.RecordLayer.rep x.2.1 ∧ CSD.RecordLayer.rep x.2.1 ≤ CSD.RecordLayer.arcLo c i x.1 + ε}
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★ Every basin splits into its two-sided robust interior and its two boundary bands.
The margin lemma with the base in motion #
★★ The margin lemma under a move of Σ. A move whose write is at most δ and whose arcs
travel at most ε cannot take a microstate out of a basin it is (δ, ε)-robustly inside. Both
endpoints are in play: the lower one is cleared by the margin ε, the upper one by δ + ε.
★★ A move does not change the outcome a context assigns to a microstate robustly inside one of its basins.
★★★ A move of Σ leaves the whole record string intact on a microstate robustly inside a
basin of every context of the family.
★★ The macrostate of #102 is preserved under a move of Σ, stated on recordMacro.
The measure of the two bands #
The lower band is small: its slice over the preparation is the first ε of one arc.
★★ Robustness is still controlled by the Born weight. The two-sided robust interior of the
basin of i has epistemic measure at least rate p i − (δ + 2ε): a record of large Born weight
survives a move whose write and whose arc displacement are both small compared with its weight, and a
cell of weight below δ + 2ε is granted nothing.
The microstates a move can relabel #
The microstates a move of size (δ, ε) can relabel, for one context: those outside every
basin (a null set) and those in either boundary band.
Equations
- CSD.RecordLayer.unstableSet₂ c δ ε = ((⋃ (i : Fin N), CSD.RecordLayer.globalBasin c i)ᶜ ∪ ⋃ (i : Fin N), CSD.RecordLayer.lowerBand c ε i) ∪ ⋃ (i : Fin N), CSD.RecordLayer.edgeBand c (δ + ε) i
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One context's unstable set has measure at most N · (δ + 2ε): two bands per outcome, plus
the null set where no basin contains the microstate.
Quantitative stability under a move of Σ #
★★★ Quantitative stability of record macrostates under a move of Σ. The microstates whose
record string a move changes have epistemic measure at most k · N · (δ + 2ε), where δ bounds the
record write and ε bounds the travel of the arcs. At ε = 0 this is #103's bound; the extra 2ε is
the price of letting the base move, and it is two-sided because both endpoints travel.
★★ The same bound in terms of a modulus of continuity on the rate field. Rates within η
coordinatewise put the arcs within (N+1)·η, so the relabelled set has measure at most
k · N · (δ + 2(N+1)η). ⚠️ Note the second factor of N: for a large alphabet the rate field has
to be uniformly close, not merely close.
★★★ One exceptional set serves a whole flow. For a one-parameter family of moves whose write
stays in [0, δ] and whose arcs stay within ε over the horizon [0, T], the record string survives
the entire horizon outside a set of measure k · N · (δ + 2ε) — the same set, because the robust
interior does not depend on the parameter. This is #103's drift corollary once the base is allowed to
move, and it needs no new argument. ⚠️ F s is an arbitrary measurable motion of the base: no group
law, no invertibility and no generator is assumed, so "flow" names the shape, not a structure.