diff bfa87cd..2d5618e kadison_kaplansky_projection_counter_v2.txt
diff --git a/kadison_kaplansky_projection_counter_v2.txt b/kadison_kaplansky_projection_counter_v2.txt
index 17f6884..06e8610 100644
--- a/kadison_kaplansky_projection_counter_v2.txt
+++ b/kadison_kaplansky_projection_counter_v2.txt
@@ -1,47 +1,24 @@
-================================================================
-A COUNTEREXAMPLE TO THE KADISON-KAPLANSKY PROJECTION CONJECTURE
-A plain-language guide for high-school readers
-================================================================
-
-WHAT THIS DOCUMENT IS
-
-In September 2026 a team at OpenAI posted a research paper titled
-"A torsion-free counterexample to the Kadison-Kaplansky projection
-conjecture".  The paper claims that a famous 50-year-old open
-problem is false.  This guide rewrites that paper for a reader
-who knows some algebra but has not studied operator algebras.
-It is complete in the sense that every logical step of the proof
-appears.  Long technical estimates are described rather than
-reproduced symbol by symbol, because those estimates do not carry
-ideas a reader can use; the skeleton of the proof carries all of
-them.
-
-The result, in one sentence: there is a group G built from
-finitely many pieces, with no element of finite order, whose
-"reduced group C*-algebra" C_r*(G) contains an element e that is
-a projection but is not 0 and not 1.  If true, this destroys the
-conjecture.
-
-The plan of the document:
-
-  Part 1.  The players: groups, C*-algebras, traces.
-  Part 2.  The conjecture and why it is hard.
-  Part 3.  The theorem: the precise statement.
-  Part 4.  The five-step plan of the proof.
-  Part 5.  Step A: reduce to a small matrix projection.
-  Part 6.  Step B: the expander tower.
-  Part 7.  Step C: the deck group and the small trace.
-  Part 8.  Step D: choosing voltages, gathering statistics.
-  Part 9.  Step E: the geometry and the group G.
-  Part 10. Step F: transferring the band; small trace.
-  Part 11. The end: what just happened; what is new.
-  Part 12. Glossary of every symbol we use.
-
-================================================================
-PART 1.  THE PLAYERS
-================================================================
-
-1.1  GROUPS
+A projection in a C*-algebra is an element p with p = p* = p^2.
+For a discrete group G, the reduced group C*-algebra C_r*(G) is the
+norm closure of the left regular representation on l^2(G), and its
+canonical trace is tau(x) = <x delta_1, delta_1>.  The
+Kadison--Kaplansky projection conjecture asserts that when G is
+torsion-free the only projections in C_r*(G) are 0 and 1.  Since
+tau lies in [0,1] on projections and tau(p) = 0 only for p = 0,
+the conjecture says tau(p) is always 0 or 1.  It is usually stated
+in the equivalent matrix form: for every N and every projection p
+in M_N(C_r*(G)), the unnormalized trace tau_{G,N}(p) is an integer.
+
+The conjecture is false.  A finitely generated torsion-free group
+is constructed below whose reduced group C*-algebra contains a
+projection of trace strictly between 0 and 1/2.
+
+Four tools carry the construction: an expander tower with folded
+labels, a nilpotent deck group whose twisted group algebra holds
+explicit small-trace projections, a van Kampen argument embedding
+the components of a voltage cover into a Cayley graph, and a
+finite-rank comparison in the regular representation that turns a
+model band into a genuine projection.  Groups come first.
 
 A group is a set G with an operation "multiply two elements and
 get a third", written gh for g times h, satisfying:
@@ -50,7 +27,7 @@ get a third", written gh for g times h, satisfying:
   (ii)  an identity element 1 with 1g = g1 = g for all g;
   (iii) every g has an inverse g^-1 with gg^-1 = g^-1g = 1.
 
-Examples you have seen before:
+Examples:
 
   the integers Z under addition           (identity 0)
   the nonzero reals under multiplication  (identity 1)
@@ -69,11 +46,9 @@ The integers are torsion-free.  The group of rotations of a
 regular polygon is not: a rotation by 1/n of a full turn has
 order n.
 
-Our constructed group will be both finitely generated AND
+The constructed group is finitely generated and
 torsion-free, exactly the kind of group the conjecture is about.
 
-1.2  THE HILBERT SPACE l^2(G)
-
 Fix a group G.  Consider all complex-valued functions on G that
 decay fast enough:
 
@@ -95,8 +70,6 @@ The map lambda(h) is a unitary operator, and the map h -> lambda(h)
 is a group homomorphism: the group G now sits inside the unitary
 group of the Hilbert space.
 
-1.3  THE REDUCED GROUP C*-ALGEBRA
-
 The group algebra C[G] consists of formal finite sums
 
    x  =  sum over g of c(g) g,      only finitely many c(g) nonzero.
@@ -122,8 +95,6 @@ completion.  Every group admits a universal completion too (the
 full group C*-algebra), but the reduced one is where the trace
 below lives and where the conjecture is usually stated.
 
-1.4  THE TRACE
-
 Every element x of C_r*(G) has a well-defined "coefficient of
 the identity", extracted by pairing against the identity basis
 vector:
@@ -141,7 +112,7 @@ Properties:
 In words: tau is a "faithful tracial state".  A linear functional
 that behaves like the identity coefficient in the group algebra.
 
-A fact we will use twice:
+A fact used twice:
 
    If p is a projection in C_r*(G), then tau(p) is a real number
    in [0,1].  And tau(p) = 0 forces p = 0.
@@ -151,8 +122,6 @@ tau(p) = <p delta_1, p delta_1> = ||p delta_1||^2 >= 0.  Since
 ||p|| <= 1, it is at most ||delta_1||^2 = 1.  Faithfulness of tau
 gives the second part.
 
-1.5  PROJECTIONS
-
 A projection is an element p of a C*-algebra with
 
    p* = p   and   p^2 = p.
@@ -168,8 +137,6 @@ more forgiving; the smaller C_r*(G) is more rigid.
 The conjecture below asks: is C_r*(G) so rigid that for
 torsion-free G it only contains 0 and 1.
 
-1.6  MATRICES OVER A C*-ALGEBRA
-
 If A is a C*-algebra and N >= 1 is an integer, then M_N(A), the
 algebra of N-by-N matrices with entries in A, is again a
 C*-algebra (there is a natural norm).  The trace extends by
@@ -178,22 +145,16 @@ summing the diagonal:
    tau_A,N( (a_ij) )  =  sum over j of tau(a_jj),
 
 with NO division by N.  This "unnormalized matrix trace" is the
-one we will use.  When A = C_r*(G) and a projection p in M_N(A)
+one used throughout.  When A = C_r*(G) and a projection p in M_N(A)
 is written out, tau_{G,N}(p) is a nonnegative real number; it can
 exceed 1 because there are N diagonal entries each at most 1.
 
-We sometimes write tr_id for this sort of trace in a large Hilbert
+The notation tr_id denotes this trace in a large Hilbert
 space, "identity trace".  It is the same idea, more carefully
 stated: pick an orthonormal basis {k_a} of the auxiliary space,
 and define Tr(Z) = sum over a of < Z delta_1 (x) k_a, delta_1 (x) k_a >.
 It is the honest (non-normalized) sum of diagonal entries, and it
-stays finite for the operators we construct.
-
-================================================================
-PART 2.  THE CONJECTURE AND WHY IT IS HARD
-================================================================
-
-2.1  THE STATEMENT
+stays finite for the operators in question.
 
 Irving Kaplansky asked, and Richard Kadison recorded in 1955, the
 following question.
@@ -217,8 +178,6 @@ because an N-by-N matrix projection can be "cut down" by a
 full matrix unit to a scalar projection of the same trace in a
 slightly larger algebra.  That trick (or a variant) is Step 1.
 
-2.2  WHY TORSION-FREE MATTERS
-
 If G has an element g of finite order k, then
 
    p  =  (1/k) ( 1 + g + g^2 + ... + g^(k-1) )
@@ -228,8 +187,6 @@ trace is 1/k, and it is neither 0 nor 1 whenever k >= 2.  So the
 conjecture cannot be true for groups with torsion.  Torsion-free
 is a necessary hypothesis.
 
-2.3  WHY IT IS HARD
-
 Here is the difficulty in one sentence: an element of C_r*(G) is
 an infinite operator sum, and it is not obvious, for any
 particular infinite sum, whether it is a projection.
@@ -238,13 +195,13 @@ Two routes have been tried:
 
 ROUTE 1:  K-THEORY AND ASSEMBLY.
 The algebraic K_0 group K_0(C_r*(G)) is generated by traces of
-projections, modulo relations.  If we can show that the trace map
+projections, modulo relations.  If the trace map
 
    tau : K_0(C_r*(G)) -> R
 
 takes only integer values, then any projection has an integer
 trace, hence trace 0 or 1, hence is 0 or 1 by faithfulness.  So
-conjecture follows from trace-integrality.
+the conjecture follows from trace-integrality.
 
 Trace-integrality can be attacked through the Baum-Connes
 assembly map
@@ -253,7 +210,9 @@ assembly map
 
 which is a homomorphism from a "topological" (geometry of the
 group) K-theory to the operator K-theory.  A theorem of Lueck
-(2002), extended by Baum-Guentner-Willett (2016), says: for a
+(Inventiones 149 (2002), 123-152), extended
+by Baum-Guentner-Willett (see the local survey
+bgw-2016-exactness-kadison-kaplansky.pdf), says: for a
 torsion-free group, the canonical trace tau is integral on the
 IMAGE of the reduced assembly map.  So:
 
@@ -261,7 +220,8 @@ IMAGE of the reduced assembly map.  So:
 
 Surjectivity (Baum-Connes) is known for sizeable classes:
 
-   - countable amenable groups: Higson-Kasparov (2001)
+   - countable amenable groups: Higson-Kasparov,
+     Invent. Math. 144 (2001), 23-74
    - hyperbolic groups: Mineyev-Yu (2002, without coefficients;
      Lafforgue 2012, with arbitrary coefficients)
    - many more: groups acting properly and isometrically on
@@ -278,8 +238,6 @@ projections are rare.  Known examples inside L(G), such as
 Austin's irrational-kernel-dimension operators (2013), do not
 immediately give projections inside the smaller C_r*(G).
 
-2.4  WHAT THE NEW PAPER DOES
-
 The paper does NOT try to break the assembly map.  It builds an
 explicit projection in a specific group's reduced C*-algebra and
 computes its trace to be a specific non-integer (between 0 and
@@ -288,16 +246,12 @@ argument can be true for this group: the group must be outside
 all known covering classes, and its assembly map must not be
 surjective on K_0.
 
-For the same group, a companion paper shows that the complex
+For the same group, a the same methods show that the complex
 group ring C[G_proj] has no scalar idempotents other than 0 and
-1.  So the projection e we build lies in the C*-completion but
+1.  So the projection e lies in the C*-completion but
 NOT in the algebraic group ring; the gap between the two is where
 the answer hides.
 
-================================================================
-PART 3.  THE THEOREM
-================================================================
-
 THEOREM.
 There exist a finitely generated, torsion-free discrete group
 G_proj and a projection e in C_r*(G_proj) such that
@@ -310,22 +264,17 @@ projection conjecture is false.
 That is the entire result.  Every one of the remaining pages is
 about producing that pair (G_proj, e).
 
-================================================================
-PART 4.  THE PLAN OF THE PROOF
-================================================================
-
 The proof is broken into six steps.  Each step gets a Part below.
-The steps are logically ordered by dependency, not by how the
-paper presents them.
+The steps are logically ordered by dependency, not by their historical order.
 
-STEP 1.  Scalar reduction.  Show that if you can produce a
+STEP 1.  Scalar reduction.  Suppose a
 torsion-free finitely generated group Gamma and a MATRIX
 projection p_0 in M_N(C_r*(Gamma)) with
 
    0 < tau_{Gamma,N}(p_0) < 1/2,
 
 then G_proj = Gamma * F_N and a free-product compression formula
-give you a SCALAR projection e in C_r*(G_proj) with the same
+give a SCALAR projection e in C_r*(G_proj) with the same
 trace.  So Step 1 reduces the theorem to producing p_0.
 
 STEP 2.  The expander tower.  Build an infinite bipartite tower
@@ -387,22 +336,14 @@ into e over G_proj = Gamma * F_N.  Done.
      and finally ell large enough that all the "for sufficiently
      large ell" statements hold.  Nothing circular happens; each
      part fixes its constants before the next begins.  A parameter
-     ledger in Part 6 spells this out.
-
-================================================================
-PART 5.  STEP 1: FREE PRODUCTS AND SMALL MATRIX TRACES
-================================================================
-
-5.1  THE REDUCTION (WHAT WE MUST PRODUCE)
+     ledger recorded with the tower construction spells this out.
 
 Target (REVISED).  Produce a finitely generated, torsion-free
 Gamma and a projection p_0 in M_N(C_r*(Gamma)) for some integer
 N, with 0 < tau_{Gamma,N}(p_0) < 1/2.
 
-If we can do that, this section converts it into the actual
-theorem.  If we cannot, we have nothing.
-
-5.2  FREE PRODUCTS
+Such a construction converts the target into the theorem.
+Without it the target is exactly the problem.
 
 Given groups Lambda and H, the free product Lambda * H is the
 group of finite alternating products l_1 h_1 l_2 h_2 ... with
@@ -424,8 +365,6 @@ Lambda and v in R.  Thus R is a transversal for LEFT Lambda-
 orbits in K.  (This is the free-product normal form; the
 first-letter condition is what makes the expression unique.)
 
-5.3  SUBGROUP INCLUSION PRESERVES THE TRACE
-
 LEMMA.  If Lambda <= Gamma is a subgroup, then C_r*(Lambda) sits
 inside C_r*(Gamma) as a unital sub-C*-algebra; tau_Gamma extends
 tau_Lambda; and the same holds for finite matrix algebras.
@@ -447,8 +386,6 @@ CONSEQUENCE.  If p is a projection in M_N(C_r*(Lambda)), its
 image in M_N(C_r*(K)) is also a projection and has the same
 matrix trace.
 
-5.4  THE COMPRESSION FORMULA
-
 Let p in M_N(C_r*(Lambda)) be a projection with
 
    a = tau_{Lambda,N}(p),        0 < a < 1/2.
@@ -458,7 +395,7 @@ Regard p as a matrix over C_r*(K), K = Lambda * F_N.  Let
    U  =  ( lambda_K(t_1), ..., lambda_K(t_N) )
 
 be a 1-by-N row of the N free generators' left-translation
-unitaries.  We look at two products of U with U*.
+unitaries.  Two products of U with U* are used.
 
    U U*  =  sum over j of lambda_K(t_j) lambda_K(t_j)*  =  N,
 
@@ -487,10 +424,8 @@ MAIN CLAIM.
    (ii) e = (U p) A^{-1} (p U*) is a projection IN C_r*(K),
         with tau_K(e) = a.
 
-5.5  WHERE 1/2 COMES FROM: THE LOWER BOUND
-
 The invertibility of A is equivalent to: U is bounded below on
-the subspace p l^2(K)^N.  Concretely we will prove
+the subspace p l^2(K)^N.  Concretely, the claim is
 
    || U xi ||  >=  c_a ||xi||      for all xi in p l^2(K)^N,
 
@@ -555,8 +490,6 @@ ASSEMBLE.  Triangle:
 
 That is the claimed c_a bound, and c_a > 0 iff a < 1/2.
 
-5.6  FINISHING STEP 1
-
 From the c_a bound, A = p U*U p >= c_a^2 p in the corner.  Also
 U U* = N, so A <= N p.  Hence A / N has spectrum in [c_a^2/N, 1]
 on the range of p, and p - A/N has norm <= 1 - c_a^2/N < 1.
@@ -582,9 +515,7 @@ So e is a scalar projection of trace a, which lies in (0,1/2).
 If Lambda is torsion-free and finitely generated, so is K
 (adjoining finitely many t_j preserves both).
 
-5.7  SO WHAT STEP 1 BOUGHT US
-
-We traded "small MATRIX trace over Lambda" for "small SCALAR
+The trade exchanges "small MATRIX trace over Lambda" for "small SCALAR
 trace over Lambda * F_N".  Since the scalar form is the actual
 conjecture, Step 1 has reduced everything to:
 
@@ -595,14 +526,10 @@ conjecture, Step 1 has reduced everything to:
 That is the rest of the proof.  Everything after this is the
 construction of Gamma and p_0.
 
-================================================================
-PART 6.  STEP 2: THE EXPANDER TOWER
-================================================================
-
 The next ingredient is not analytic at all: it is an infinite
 bipartite graph, built in layers, whose incidence operators
 between adjacent layers are expanders with a UNIFORM spectral gap.
-We want three things at once:
+Three properties are wanted at once:
 
    (1)  expansion, so that the model operator on the tower has
         a spectral gap;
@@ -617,8 +544,6 @@ the SAME labels, get (1) from Y^0 and (2) from Y^#, and delete a
 proportionally tiny set of vertices so that the induced graphs
 coincide -- the survivor Y has both.
 
-6.1  PARAMETERS
-
 Fix a positive integer ell, eventually large.  Let
 
    d  =  2^(4 ell),
@@ -629,12 +554,10 @@ Fix a positive integer ell, eventually large.  Let
    H_0  =  (2 n_0 + 1) s + 1  >~ 20010 ell,
    H_i  =  H_0 + |i|          (i in Z).
 
-The two pieces of d we use:  2^r / 2^s = 2^(7 ell) / 2^(10 ell) =
+The two useful pieces of d:  2^r / 2^s = 2^(7 ell) / 2^(10 ell) =
 2^(-3 ell) = d^(-3/4), and 2*s - r = log_2 d = 4 ell.  These
 identities make the degrees below balance.
 
-6.2  BIT STREAMS AND THE VERTEX SETS
-
 Every vertex will be a pair of binary strings.  For h >= 0 write
 h = 2 s q + t with 0 <= t < 2 s, and set
 
@@ -672,8 +595,6 @@ A_i and u_B at a vertex of B_k form an INITIAL SEGMENT of this
 interleaving: at most one block on each side gets "cut off" part
 way through.
 
-6.3  SLOTS AND EDGES
-
 Fix a pair (i,k) with |i-k| <= 1.  On each A_i vertex there are d
 SLOTS, indexed by a = (k - i, j) with 1 <= j <= d.  On each B_k
 vertex there are D_{ik} slots, indexed by c = (i - k, j, b) where
@@ -687,7 +608,7 @@ Direct computation gives
            =  D * 2^(|i| - |k|),   D/2 <= D_{ik} <= 2 D.
 
 At a vertex of A_i, counting all three adjacent pairs (k = i-1,
-i, i+1), we get 3 d slots total.  At a vertex of B_k, counting
+i, i+1), 3 d slots arise in total.  At a vertex of B_k, counting
 the same three pairs, at most 6 D.
 
 An edge over the pair (i,k) is a triple (a, c, x) where x is a
@@ -696,9 +617,7 @@ endpoint is (vertex c); the slot pairs are matched by requiring
 the same x on both ends.  This defines the bipartite graph
 between A_i and B_k.
 
-6.4  LINEAR EVALUATION AND TRIANGULAR RECOVERY
-
-On each slot we define a linear map K from padded input streams
+Each slot carries a linear map K from padded input streams
 to padded output streams.  On a full block of length s (or on
 block 0 of length r) K acts by multiplication by an element of
 the finite field F_{2^h}, after choosing an identification of
@@ -713,31 +632,28 @@ The slot EVALUATION is
 a bit string in the output stream, of a specific padded length.
 Both the A-end of an edge and the B-end produce such an
 evaluation, and they must agree on the label x of the edge (with
-an overlap that we have arranged by the lengths above).
-
-RECOVERY.  Suppose you are at an A-vertex with slot a.  You know
-u_A (input on your side), and you can compute the linear map
-K_a u_A.  Subtracting from v_A gives v_A - K_a u_A =: Q_A.  The
-edge label x is precisely the first p bits of Q_A; the slot c at
-the other end is determined by the "bucket" data in x.  This
-determines the other endpoint's input u_B through the triangular
-system, because the couplings go forward in the block ordering:
-to read block N on one side you only need blocks <= N-1 on the
-other.  Once u_B is known, v_B = Q_B + K_c u_B.
+an overlap arranged by the lengths above).
 
-The same works from the B-vertex to the A-vertex.
+RECOVERY.  At an A-vertex with slot a, the input u_A on that side
+and the linear map K_a are known.  Subtracting K_a u_A from v_A
+gives Q_A = v_A - K_a u_A.  The edge label x is the first p bits
+of Q_A, and the slot c at the other end follows from the "bucket"
+data in x.  The triangular system then determines the other
+endpoint's input u_B, because the couplings run forward in the
+block ordering: block N on one side needs only blocks up to N-1 on
+the other.  With u_B known, v_B = Q_B + K_c u_B.
 
-For this to define a genuine bijection between ends, we need the
-diagonal coefficients on distinct slots at a vertex to be
-distinct (so the algebra is invertible), and the "spill" terms
-to be small (so blocks are only coupled to their immediate
-neighbors).  Both are arranged by choosing the coefficient maps
-injectively; there are 3d slot names on the A side and at most
-(21/2)D slot names on the B side, both smaller than 2^r and 2^s
-respectively for large ell, so injections into the appropriate
-fields exist.
+The same works from the B-vertex to the A-vertex.
 
-6.5  UNIQUE PATH RECOVERY
+For this to define a genuine bijection between ends, two
+conditions are needed: the diagonal coefficients on distinct
+slots at a vertex must be distinct (so the algebra is invertible),
+and the "spill" terms must be small (so blocks are only coupled
+to their immediate neighbors).  Both are arranged by choosing
+the coefficient maps injectively; there are 3d slot names on the
+A side and at most (21/2)D slot names on the B side, both smaller
+than 2^r and 2^s respectively for large ell, so injections into
+the appropriate fields exist.
 
 FOLDED.  The labeling is folded: at every vertex, the labels on
 the outgoing oriented edges are distinct.  This follows from the
@@ -747,24 +663,21 @@ number, bucket, x).
 UNIQUE LONG PATHS.  If two nonbacktracking paths of length at
 least L_i end or begin at a vertex in layer i, and they read the
 same oriented word in a fixed finite alphabet, they coincide as
-paths.  Reason in one line: the triangular equations of 6.4
+paths.  Reason in one line: the triangular equations
 propagate bit by bit along the common word, and the "gate" data
 included in each label records the block state sufficiently far
 back that a wrong start cannot reproduce the word.
 
-The full proof of this is deferred to the pruning section of
-6.7 (the "prefix-recovery" lemma), where the gated deletion
-rule and the two-layer comparison are laid out.  Nothing
-in 6.5 is used later except the conclusion; the machinery lives
-in 6.7.
-
-6.6  THE TWO GRAPHS Y^0 AND Y^#.
+The proof is the content of the "prefix-recovery" lemma, where
+the gated deletion rule and the two-layer comparison are laid
+out.  Nothing earlier in the pruning machinery is used later
+except the conclusion.
 
 Y^#.  One edge label carries, in addition to its slot data, an
 optional "gate" state on the LAST block of the current slot.  The
 gate condition is a simple XOR of the four immediately preceding
-full s-blocks of input.  When the gate is OPEN, we apply a
-permutation to the last block; when CLOSED, we do nothing.  Two
+full s-blocks of input.  When the gate is OPEN, a permutation is
+applied to the last block; when CLOSED, nothing happens.  Two
 choices of last-block permutations give the label.  In Y^#, this
 gate is used at every edge, so later blocks (in the interleaved
 order) cannot accidentally be read as if they belonged to a
@@ -799,8 +712,6 @@ of Y^0 can be fixed so that ALL blocks, at once, obey the gap.
 The gap 1/800 is fixed for concreteness; any positive constant
 below 1 would give a slightly different final trace bound.
 
-6.7  PRUNING: DELETING BAD VERTICES
-
 Y^0 and Y^# do not literally agree edge-by-edge.  After deleting
 a proportionally tiny set of vertices, they do.
 
@@ -835,8 +746,6 @@ Total deleted fraction
 
    eps_ell  =  eps_gate + eps_sep + 2^(-0.9 H_0)  ->  0.
 
-6.8  WHAT SURVIVES
-
 Let Y be the induced subgraph on the vertices surviving all three
 deletions.  It is an induced subgraph of BOTH Y^0 and Y^#, so it
 has expansion AND recovery simultaneously.  Properties:
@@ -864,12 +773,6 @@ The A- and B-layers will be placed on a cover, then lifted to
 the Cayley graph of a group, and only the survivor Y matters from
 here on.
 
-================================================================
-PART 7.  STEP 3: THE DECK GROUP AND THE SMALL TRACE
-================================================================
-
-7.1  WHAT THE DECK GROUP MUST DO
-
 The deck group F, whose elements will become the voltages on the
 edges of Y, has two jobs.
 
@@ -886,8 +789,6 @@ These pull in opposite directions: (a) wants F rich, (b) wants
 F shrinkable by a twist.  A nilpotent group built from upper
 unitriangular matrices delivers both at once.
 
-7.2  THE WORD DETECTOR
-
 Fix an integer m >= 2 (chosen later) and let U_Z be the group of
 upper unitriangular m-by-m integer matrices (upper triangular,
 diagonal entries 1).  U_Z is finitely generated, torsion-free,
@@ -929,7 +830,7 @@ tree of the arc-graph of S.  Every complementary arc is LONG,
 with length at least g/(3b).  From each long arc delete exactly
 one of its original edges, calling it the PIVOT of that arc.
 The surviving original edges form a spanning tree T of S:
-each long arc of the complement closes one cycle, and we broke
+each long arc of the complement closes one cycle, and that cycle is broken
 each one.
 
 STEP 3 (total pivot crossings).  Cyclically start W at a
@@ -991,7 +892,7 @@ with
 A closed walk in Y based in layer i of length at most
 C_* H_i / log_2 d stays in layers j with
 H_j >= H_i - C_* H_i / log_2 d >= H_i / 2 for large ell.
-Property (e) of Part 6.8 says no nonempty cyclically
+Property (e) of the pruning ledger says no nonempty cyclically
 nonbacktracking closed path in Y based at layer i has length at
 most g_i = H_i / (100 log_2 d).  So every embedded circuit in
 the support of W has length greater than g_i, in particular
@@ -1000,8 +901,6 @@ length of W is at most C g, so Steps 1 - 6 apply: the
 voltage-holonomy word in U_Z is not the identity matrix.  This
 is uniform in i.
 
-7.3  THE NILPOTENT GROUP F
-
 Let n be the real vector space of strictly upper triangular
 m-by-m matrices.  It has dimension n_f = m(m-1)/2 and is a
 nilpotent Lie algebra.  Write U = 1 + n for its exponential
@@ -1033,7 +932,7 @@ gamma_X, gamma_Y in bar-E_Z and z in Z, and multiplication
          z + w + c(gamma_X, eta_X) + c(gamma_Y, eta_Y)),
 
 where c is the cocycle measuring the failure of bar-E to be a
-group extension.  That is our F.
+group extension.  That is the deck group F.
 
 FACTS.  F is countable, nilpotent, torsion-free, and finitely
 generated.  The integer coordinate z is its CENTRAL coordinate.
@@ -1041,23 +940,19 @@ Projection to the upper unitriangular part of EITHER bar-E_Z
 factor is a surjective group homomorphism onto U_Z.  That is
 what lets F detect short words (7.2).
 
-7.4  CENTRAL FOURIER DECOMPOSITION
-
 Conjugate by inversion to get right translations, then Fourier-
 transform the central coordinate z: the character z -> e(t z),
-with t in the circle T = R/Z.  We get
+with t in the circle T = R/Z.  This gives
 
    l^2(F)  =  L^2( T ; l^2(bar-E_Z) (x) l^2(bar-E_Z) ).
 
 Under this decomposition, a section lift sigma(gamma) acts on the
 second bar-E_Z factor with a twisted phase e(t c(...)) depending
 on t.  The central generator z_0 = (1, 1, 1) acts by the scalar
-e(t).  We write u_t for the twisted left action on the first
+e(t).  The symbol u_t denotes the twisted left action on the first
 factor and v_t for the twisted right action on the second.  They
 commute and are twisted-unitary.
 
-7.5  SCHWARTZ IDEMPOTENTS ON THE CONTINUOUS GROUP
-
 Work first with the continuous bar-E (not bar-E_Z).
 
 Twisted convolution of Schwartz functions
@@ -1101,9 +996,7 @@ has a unique preimage
 
 It is a genuine Schwartz idempotent.
 
-7.6  DISCRETIZING: RIEMANN SUMS ON A LATTICE
-
-We need an ACTUAL element of a C*-algebra, not a continuous
+An ACTUAL element of a C*-algebra is needed, not a continuous
 object.  Sample J_epsilon on Delta_y bar-E_Z.
 
 Let theta be a small nonzero real, epsilon = sign theta,
@@ -1133,9 +1026,7 @@ The lower bound 0 < is essential: if p_theta were 0, then
 O(sqrt(nu)) = O(|theta|^{n_f/2}), strictly positive for
 theta != 0.
 
-7.7  THE MAGNETIC FACTOR: TWO-COORDINATE TWIST
-
-One twist gives small trace as theta -> 0.  We want small trace
+One twist gives small trace as theta -> 0.  Small trace is wanted
 at both ends of a window 0 < t < delta.  Add a FINITE
 representation R of bar-E_Z on C^N whose central character
 carries a rational shift by delta:
@@ -1161,7 +1052,7 @@ identity-block, so the identity trace of every projection is
 multiplied by exactly N.
 
 Now, for 0 < t < delta, BOTH t and t - delta fall in the small-
-theta regime of 7.6.  Define
+theta regime.  Define
 
    p(t)  =  p_t  (x)  p_{t-delta}[V_t],
 
@@ -1173,8 +1064,6 @@ an equivariant projection.  Its identity trace factorizes:
 This is small at BOTH ends of the window, because t -> 0 kills
 one factor and t -> delta kills the other.
 
-7.8  THE MOVING WINDOW
-
 The layers on which the model acts are chosen by a smooth bump h.
 Fix a smooth nonnegative h, supported in (-1, 1) and positive on
 [-0.7, 0.7], with
@@ -1234,11 +1123,9 @@ POSITIVE, and
 That is the "small weighted trace" the whole program will
 convert into p_0 with small trace.
 
-7.9  FIXING PARAMETERS IN ORDER
-
 Constants are now set once and never altered again:
 
-   C_*, C_bullet          from the geometry (Part 9);
+   C_*, C_bullet          from the geometry of the voltage cover;
    m                      =  an integer > L(201 C_*);
    E_0, A_*, kappa        satisfying the displayed inequalities;
    theta_0                =  small radius for the expansion (7.6);
@@ -1247,10 +1134,6 @@ Constants are now set once and never altered again:
 Nothing circular: each choice depends only on choices made
 earlier.
 
-================================================================
-PART 8.  STEP 4: REALIZING THE MODEL ON THE COVER
-================================================================
-
 The combinatorial tower Y exists, the deck group F exists, and the
 small-trace projections p(t) exist in the twisted algebras of F.
 The next move is to assemble these into an ACTUAL self-adjoint
@@ -1262,11 +1145,9 @@ properties:
    APPROXIMATION: the cover operator is within eta of the model
                 operator on the tower, in the FULL regular norm.
 
-Once that is done, the geometry of Part 9 will turn the cover
+Once that is done, the geometry of the voltage cover will turn the cover
 into a finitely generated group.
 
-8.1  THE MODEL OPERATOR AND ITS BAND
-
 Take the linear space
 
    H^0  =  l^2( union of A_i and B_i, i in Z )
@@ -1278,8 +1159,8 @@ Y.  For 0 < t < delta and each pair (i,k) with |i-k| <= 1, put
    O(t)_{A_i B_k}  =  U^0_{ik}  (x)  h_i(t) h_k(t)  p(t),
 
 where U^0_{ik} is the normalized incidence between the layer
-sides in Y^0 (from Part 6), h_i(t) is the layer window (Part 7),
-and p(t) is the small-trace projection (Part 7).  Set the
+sides in Y^0, h_i(t) is the layer window,
+and p(t) is the small-trace projection.  Set the
 opposite block to the adjoint and all other blocks to 0.
 
 BAND.  Let a_i = |A_i|^{-1/2} 1_{A_i} and b_k = |B_k|^{-1/2} 1_{B_k}
@@ -1305,12 +1186,10 @@ the complement of the constants, the U^0_{ik} shrink by 1 - chi.
 
 COMPRESSION TO Y.  Cutting out the deleted vertices in Y
 costs at most sqrt(beta_ell) in norm on E_*(t), where
-beta_ell <= eps_ell -> 0 is the deleted fraction from Part 6.
+beta_ell <= eps_ell -> 0 is the deleted fraction of the tower pruning.
 So Pi O(t) Pi still has a band near 1.
 
-8.2  WHAT MUST BE REALIZED
-
-Given any fixed eta > 0 and ell large enough, we construct
+Given any fixed eta > 0 and ell large enough, the construction gives
 
    voltages z_e in F          on the positive edges e of Y,
    matrices W_e in M_N(C)     with ||W_e|| <= C_eta,
@@ -1344,8 +1223,6 @@ translations with matrix coefficients; it is manifestly an
 element of M_N(C_r*(Gamma_proj)) once Gamma_proj is defined
 from the cover.  So T_P is a real object, not an approximation.
 
-8.3  THE STRATEGY
-
 The construction has five stages:
 
    (1) FINITE TESTS.  Reduce statements about the FULL regular
@@ -1353,7 +1230,7 @@ The construction has five stages:
    (2) EMPIRICAL LISTS.  Replace expectations by M-term empirical
        averages that are close in that norm.
    (3) COMPACT TEMPLATES.  Work with compactly supported smooth
-       functions J_epsilon^flat as in Part 7, and use finite
+       functions J_epsilon^flat from the Schwartz construction, and use finite
        log-grid templates of the p(t) window.
    (4) TWO-BLOCK CASES.  For the small index i < I, use finitely
        many templates; for the large index i >= I, use subgroup
@@ -1363,8 +1240,6 @@ The construction has five stages:
        find a single sample that satisfies all conditions at
        once.
 
-8.4  FINITE TESTS
-
 Lemma.  Let x >= 2 and let B be a fixed positive exponent.  There
 is a finite coordinate box B_x in F, of size x^c, such that for
 any fixed finite set of group elements g with all coordinates
@@ -1380,15 +1255,15 @@ row-and-column sums are bounded by R.  Then
 
 where P_x retains the deck indices in B_x.
 
-Proof.  Use the graded coordinate system of Part 7.3: every group
-coordinate carries a positive integer weight w_a, with only
-finitely many coordinates and only finitely many weights, all
-determined by m.  Choose one integer T >= x and put
+Proof.  Use the graded coordinate system on the nilpotent deck
+group: every group coordinate carries a positive integer weight
+w_a, with only finitely many coordinates and only finitely many
+weights, all determined by m.  Choose one integer T >= x and put
 
    B_x  =  prod over coordinates a of [-T^{w_a}, T^{w_a}]  cap  Z.
 
 Write W for the sum of all weights and D for the number of
-coordinates; then D and W are fixed.  We have
+coordinates; then D and W are fixed.  Thus
 |B_x| = prod_a (2 T^{w_a} + 1) <= 3^D T^W <= x^c for a fixed c.
 
 Multiplying f in B_x by g right-shifts each coordinate.  In a
@@ -1439,8 +1314,6 @@ The key consequence: the full regular norm of a block operator
 is determined up to C x^(-B) * (row sum) by ONE finite matrix
 test.
 
-8.5  EMPIRICAL LISTS
-
 Fix M = d^{1/32} = q^{1/(32 A_*)}, a number that grows with ell
 but stays much smaller than d.
 
@@ -1462,7 +1335,7 @@ Each X_j - EX_1 is bounded in norm by 2 B_0, and its coefficient
 support lies inside the coordinate box of edge q^a.  So the
 coefficient row and column sums of Y are bounded by 2 B_0.
 
-Step 1 (finite test).  Apply the box lemma of 8.4 with x = q,
+Step 1 (finite test).  Apply the box lemma with x = q,
 exponent B, and operator A = Y.  This gives a coordinate box B_q
 of size q^{c_0} with
 
@@ -1534,15 +1407,13 @@ ess-sup_t ||E_emp(t) - (h_i h_k p)(t)|| <= eps_emp
 UNIFORMLY over the finitely many distributions.  This proves the
 lemma.
 
-8.6  COMPACT COEFFICIENT TEMPLATES
-
-We want a FINITE list of coefficient templates, uniform in the
+A FINITE list of coefficient templates is needed, uniform in the
 layer index.  Two replacements make this possible.
 
-COMPACT SUPPORT.  the compactness result of Part 7 (Part 7) says: J_epsilon
-can be replaced by compactly supported smooth J_epsilon^flat at
-arbitrarily small L^1 coefficient cost, uniformly in the
-lattice mesh, for small enough ell.
+COMPACT SUPPORT.  The compactness result for Schwartz coefficient
+functions says: J_epsilon can be replaced by compactly supported
+smooth J_epsilon^flat at arbitrarily small L^1 coefficient cost,
+uniformly in the lattice mesh, for small enough ell.
 
 LOG-GRID PARTITION OF UNITY.  Let psi_nu(t) be a smooth partition
 of unity on 0 < t < delta, pulled back from the natural
@@ -1578,13 +1449,11 @@ K_i = ceil(L / w_i) for a small fixed L adds error C_j (1+L)^(1-j).
 Replacing the mask by its truncated Fourier series costs a
 DETERMINED amount, uniformly in layer.
 
-8.7  TWO CASES ON BLOCK INDEX
-
 Blocks with i < I.  Here the layer weights h_i force
 b_omega^(-1) <= q * 2^{kappa (I+1) + C}.  There are only
 O(1 + log q) such templates over all such blocks, and their
 coordinate supports are bounded by a fixed power of q.
-So for i < I we use FINITELY MANY ordinary empirical M-lists,
+So for i < I, FINITELY MANY ordinary empirical M-lists are used,
 one per template.
 
 Blocks with i >= I.  Introduce the subgroup
@@ -1596,7 +1465,7 @@ Reduction modulo q is a surjective group homomorphism, so
 Lambda_q has index Q_q = q^(2 n_f).  Choose one representative
 v per coset into a set V_q with coordinates in {0,...,q-1}.
 Then every gamma is uniquely gamma = yv with y in Lambda_q and
-v in V_q.  The finite representation R from Part 7 satisfies
+v in V_q.  The finite magnetic representation R satisfies
 R(sigma(y)) = 1 for y in Lambda_q.
 
 Build the coset average
@@ -1623,9 +1492,7 @@ the coefficient function is smooth.  The upshot is that the
 difference in operator norm is o(1) uniformly in the block and
 in t.
 
-8.8  ONE DRAW PER EDGE
-
-For each block (i,k) we specify ONE distribution for a single
+For each block (i,k), ONE distribution is specified for a single
 pair (z, W).  Sample the distribution on each undirected edge
 independently, keeping the positive-orientation pair and taking
 the inverse/adjoint on the reversed edge.
@@ -1686,8 +1553,6 @@ PROPERTIES OF THE DISTRIBUTIONS.
     2^{E_0 H_i} points; likewise (for large i) for the
     second-factor subgroup intervals.
 
-8.9  GIRTH VIA SCHWARTZ-ZIPPEL
-
 Fix a nonempty cyclically nonbacktracking base walk w of length
 <= C_* H_i / log_2 d, based in layer i.  Consider a formal upper
 unitriangular matrix on each edge in the support of w.
@@ -1730,14 +1595,12 @@ closed base walk, and nonbacktracking survives; trivial holonomy
 depends only on the base walk, not on the lift's starting vertex.
 So the tests above exclude every forbidden closed walk in P.
 
-8.10  CENTERED MOMENT BOUNDS
-
 Fix a block (i,k).  Let
 
    X_{ik}  =  sum over positive edges e : a -> b of
                  ( W_e rho(z_e) - E[W_e rho(z_e)] )
 
-be the CENTERED edge sum.  We want ||X_{ik}|| small, uniformly
+be the CENTERED edge sum.  The aim is ||X_{ik}|| small, uniformly
 in the layers.
 
 MOMENTS.  Expand
@@ -1751,7 +1614,6 @@ bounded cycle rank (varying length, bounded b), so the walk-
 counting lemma gives at most C_b^l Delta^l walks, with
 Delta <= 6D.  Because each factor is bounded by 2 C_epsilon and
 each compressed test matrix has at most 2^{C_1 H_i} dimensions,
-we get
 
    E[Tr(hat{X}_{ik}^{2 l})]  <=  2^{C_1 H_i} (C_4 D)^l.
 
@@ -1767,8 +1629,6 @@ Choosing C_2 > 2 (C_1 + 4) gives 2^{(C_1 - C_2/2) H_i} <=
 2^{-4 H_i}.  Summing over at most three blocks per first index
 gives total failure probability tending to 0.
 
-8.11  SIMULTANEOUS CHOICE AND GLOBAL NORM
-
 Sum the girth failure bound (8.9) and the block norm failure
 bounds (8.10).  For large ell the sum is < 1.  There is
 positive probability of satisfying ALL conditions at once (or,
@@ -1787,20 +1647,14 @@ Therefore
 
 Taking epsilon < eta/6 gives (G2) and (G3).
 
-================================================================
-PART 9.  STEP 5: THE GEOMETRY AND THE GROUP Gamma
-================================================================
-
-Now we take the voltage cover P from Part 8 (it exists, it has
+The voltage cover P just sampled is taken (it exists, it has
 big girth, and its operator matches the model), and turn it into
 a finitely generated torsion-free group Gamma.  The Cayley graph
 of Gamma will be where the operator T from the theorem lives.
 
-A short note on notation: in this Part, "M_mark" always means
+Notation: "M_mark" always means
 the number of marked vertices in a plane diagram.  It is not the
-matrix size m from Part 7.  The two are unrelated.
-
-9.1  THE VOLTAGE COVER
+matrix size m of the unitriangular model.  The two are unrelated.
 
 Let z_e in F be the voltage of the positively oriented edge e of
 Y.  The voltage cover P has vertex set
@@ -1815,14 +1669,12 @@ Left deck action:  delta_a(v, f) = (v, a f).  This action is
 FREE on V(P), and it is transitive on the lifts of any fixed
 base vertex or fixed base path.
 
-GIRTH HYPOTHESIS (what Part 8 supplies).  There is an absolute
+GIRTH HYPOTHESIS (what the sampling supplies).  There is an absolute
 constant C_* such that for every i in Z, no nonempty cyclically
 nonbacktracking closed walk in P based in layer i has length at
 most C_* H_i / log_2 d.
 
-9.2  THE GROUP
-
-Let S be the finite positive alphabet of Y (Part 6).  Define
+Let S be the finite positive alphabet of Y.  Define
 
    Gamma  =  < S  |  label words of all closed walks in P >,
 
@@ -1840,10 +1692,8 @@ uses the presentation: any two paths in C from v_0 to a vertex
 of C read words that differ by a closed walk, hence by a
 relator.  The maps phi are not assumed injective at this stage.
 
-9.3  INJECTIVITY: VAN KAMPEN DIAGRAMS
-
-We must show: every phi is injective on vertices and edges.  If
-not, we get a contradiction by minimality.
+It remains to show: every phi is injective on vertices and edges.  If
+not, a contradiction to minimality follows.
 
 Suppose phi identifies two distinct source vertices.  Reading a
 source path between them yields a closed image word in X, hence
@@ -1925,12 +1775,10 @@ chosen injectivity failure (they were assumed distinct).
 
 Consequently every component map phi is injective, and the same
 argument applied to edges handles the edge case.  Since phi is
-injective, we get genuine EMBEDDINGS of the components of P into
+injective, the components of P embed genuinely into
 the Cayley graph X.
 
-9.4  INDEXED COPIES AND BALL OVERLAP
-
-Because we fixed a component C, a map phi, and a base vertex,
+With a component C, a map phi, and a base vertex fixed,
 "indexed copies" of X are defined up to a deck alignment:
 
    (C, phi)  ~  (delta_a C, phi delta_a^-1),     a in F.
@@ -1973,8 +1821,6 @@ is a TREE (else a short cycle in Q, contradicting girth after
 proper scaling), and no outside vertex has two incidences into
 B(Q).
 
-9.5  DISJOINT DOMAINS AND THE RESIDUAL FOREST
-
 Define the ASSIGNED DOMAIN of Q by
 
    D_Q  =  V(Q)  minus  (union over earlier copies R < Q of V(R)).
@@ -1991,8 +1837,6 @@ means the LATEST copy Q with a nonzero component would have a
 cycle supported on the tree B(Q), which forces that component to
 be zero -- a contradiction.
 
-9.6  THE INCIDENCE BIJECTION
-
 There is a canonical bijection
 
    (Q, x) : Q is an indexed copy, x in V(Q)
@@ -2012,13 +1856,11 @@ is canonically identified with
 
 and with a further C^N factor if matrix indices are used.
 
-9.7  TORSION-FREENESS OF Gamma
-
 STABILIZERS.  If h in Gamma stabilizes an indexed copy, its
 action corresponds to a deck transformation delta_a in F
 preserving the representative source component, and the
-correspondence h <-> a is an INJECTION.  Since F is torsion-free
-(Part 7), the stabilizer has no finite-order element.
+correspondence h <-> a is an INJECTION.  F is torsion-free by
+construction, so the stabilizer has no finite-order element.
 
 CONE COMPLEX.  Let Z be the two-dimensional cellular complex
 obtained by gluing each cone on Q into X.  Its augmented chain
@@ -2031,7 +1873,7 @@ is EXACT for every field k.
 Why: X is connected and each cone attached to it, so exactness
 at C_0 and k is immediate.  For exactness at C_1, take a cycle
 of X-hat, its spokes sum to zero per center, and connectedness
-of each copy lets us replace that spoke chain by a finite
+of each copy permits replacement of that spoke chain by a finite
 combination of edges on Q; then the residual X-cycle is a finite
 sum of copy cycles by directness, each of which bounds the two-
 cell faces on its own copy.  For injectivity at C_2, a finite
@@ -2060,16 +1902,13 @@ coincide.  Contradiction.
 Therefore Gamma has no nonidentity finite-order element.  Gamma
 is torsion-free.
 
-Combining 9.3 (embeddings), 9.5 (disjoint domains + residual
-forest), 9.6 (incidence bijection), and 9.7 (torsion-free)
-proves the geometric theorem that part 9 was aiming at: the
-voltage cover P of Part 8 produces a finitely generated
-torsion-free group Gamma with indexed copies whose geometry is
-under full control.
-
-9.8  CONSTANTS FIXED BEFORE ell
+Combining the embedding, the disjoint domains with residual
+forest, the incidence bijection, and torsion-freeness proves the
+geometric theorem: the voltage cover P produces a finitely
+generated torsion-free group Gamma with indexed copies whose
+geometry is under full control.
 
-All constants are those produced by 9.3 -- 9.4:
+The constants are as follows:
 
    D_0       =  10^6,
    L*        =  4 D_0 + 8                  (about 4 * 10^6),
@@ -2077,21 +1916,16 @@ All constants are those produced by 9.3 -- 9.4:
    C_bullet  =  2 * 10^4 (L* + 1).
 
 They are absolute and are fixed BEFORE ell is chosen.  This is
-what makes the dependency ledger in Part 7.9 correct.
-
-================================================================
-PART 10.  STEP 6: TRANSFER TO THE CAYLEY GRAPH
-================================================================
+what makes the dependency ledger of parameter choices correct.
 
-We now have a cover P whose operator matches the model band.
-We have Gamma, f.g. torsion-free, with copies of P covering its
-Cayley graph.  The remaining job: turn the band on P into a
-spectral band for the actual FINITE group-algebra operator T on
-Gamma, and bound the unnormalized trace of its upper projection.
+A cover P now exists whose operator matches the model band.
+There is Gamma, finitely generated and torsion-free, with
+copies of P covering its Cayley graph.  The remaining job: turn
+the band on P into a spectral band for the actual FINITE
+group-algebra operator T on Gamma, and bound the unnormalized
+trace of its upper projection.
 
-10.1  THE INPUTS
-
-From Part 8, the cover operator T_P satisfies
+The sampled cover operator T_P satisfies
 
    || T_P - Pi O Pi ||  <=  eta,
 
@@ -2106,13 +1940,11 @@ Fix eta <= alpha / 2.  Let
 
    theta  =  C_chi  eta,        C_chi  =  4 / chi,     r_0  =  chi / 3.
 
-We also require theta <= 1/2 and 2^{C_bullet} theta^2 <= 1/2,
+The choices also satisfy theta <= 1/2 and 2^{C_bullet} theta^2 <= 1/2,
 which just amounts to eta small enough (a fixed choice).
 
-10.1A  TWO HILBERT-SPACE LEMMAS
-
 Both are used repeatedly.  Both are stated for a general complex
-Hilbert space; the operator content of Part 10 is the same in
+Hilbert space; the operator content of the transfer to the Cayley graph is the same in
 each use.
 
 COMPRESSION LEMMA.  Let A = A* be an operator on H with ||A||
@@ -2239,7 +2071,7 @@ circle has length 2 pi r_0, so || F_A - F || <= u/(r_0 - u), which
 is the first display of (b).  If a real t satisfies
 dist(t, spec B) > u, the same Neumann trick shows t is away from
 spec A.  Since spec B on F H is {1} and spec B on (1 - F) H lies
-in [-2, 1 - b], we get the two interval statements of (b).
+in [-2, 1 - b], the two interval statements of (b) follow.
 
 For (c):  if u < r_0/2 then || F_A - F || <= u/(r_0 - u) < 1.  For
 y in F H,
@@ -2258,8 +2090,6 @@ is a partial isometry from F H to F_A H, built from F and F_A
 alone, preserving common equivariance.  The identity-trace
 equality is again the adjoint-square identity.
 
-10.2  THE COVER PROJECTION E_P
-
 Let E_P be the spectral projection of T_P obtained by integrating
 the resolvent over the circle |z - 1| = r_0 = chi/3.  Then
 
@@ -2267,12 +2097,12 @@ the resolvent over the circle |z - 1| = r_0 = chi/3.  Then
    || (T_P - I) E_P ||  <=  alpha,
    T_P on (1 - E_P) H    <=  (1 - chi + alpha) I.
 
-Proof.  Set a = 0 and b = chi in the compression lemma of 10.1A,
+Proof.  Set a = 0 and b = chi in the compression lemma,
 with A = O, E = E_*, and J = Pi.  Its three hypotheses hold:
 || (O - I) E_* || = 0 because O E_* = E_* (Section 8.1); O on
 (1 - E_*)H is at most (1 - chi)I by the same model band; and
 eps := || (1 - Pi) E_* || <= sqrt(beta_ell) by the compression
-estimate in 8.1, with sqrt(beta_ell) <= 1/2 for large ell.
+estimate, with sqrt(beta_ell) <= 1/2 for large ell.
 
 The compression lemma gives a projection E_*^Pi (the range of
 Pi E_*) on Pi H and an operator B_Pi on Pi H with
@@ -2282,11 +2112,11 @@ Pi E_*) on Pi H and an operator B_Pi on Pi H with
 
 Since ||O|| <= 1 (Section 8.1) and B_Pi is the direct sum of 1
 on E_*^Pi H and (Pi - E_*^Pi)O(Pi - E_*^Pi) on the complementary
-corner of Pi H, we have ||B_Pi|| <= 1.
+corner of Pi H, ||B_Pi|| <= 1.
 
 Extend B_Pi by zero on (1 - Pi)H, obtaining an operator B on H.
 The projection E_*^Pi reduces B, and B on (1 - E_*^Pi)H lies
-between -1 and 1 - chi.  The input from 10.1 closes the
+between -1 and 1 - chi.  The cover estimate closes the
 comparison:
 
    || T_P - B ||
@@ -2309,8 +2139,6 @@ perturbation lemma gives
 
 The three displays of the statement follow immediately.
 
-10.3  EXACT FIBER TRACE
-
 For almost every t in the circle T = R / Z,
 
    tr_id E_P(t)
@@ -2321,7 +2149,7 @@ Proof.  Work fiberwise in the central Fourier decomposition.
 The direct integral respects resolvents and contour integrals,
 so E_P(t) is the contour projection of T_P(t) for almost every t.
 
-OUTSIDE THE WINDOW.  By Part 8 (G3), ||T_P(t)|| <= eta < r_0
+OUTSIDE THE WINDOW.  By the off-window bound, ||T_P(t)|| <= eta < r_0
 almost everywhere.  So the spectrum of T_P(t) lies in
 [-eta, eta], which is at distance r_0 - eta > 0 from C_{r_0},
 and the contour integral vanishes.
@@ -2329,24 +2157,24 @@ and the contour integral vanishes.
 INSIDE THE WINDOW.  Throughout this paragraph fix a t in
 (0, delta) at which the above fiberwise identities hold.  The
 same comparison as 10.2 gives ||T_P(t) - B(t)|| <= alpha, with
-B(t) extended by zero off Pi as in 10.2, and the operator
-hypotheses of 10.1A are satisfied with a = 0, b = chi, and
+B(t) extended by zero off Pi, and the operator
+hypotheses are satisfied with a = 0, b = chi, and
 u = alpha < r_0/2 = chi/6.
 
-Apply the compression lemma of 10.1A (e) to A = O(t),
+Apply the compression lemma, part (e), to A = O(t),
 E = E_*(t), J = Pi.  It gives
 
    tr_id E_*(t)  =  tr_id E_*^Pi(t).
 
-Apply the perturbation lemma of 10.1A (c) to A = T_P(t) and
+Apply the perturbation lemma, part (c), to A = T_P(t) and
 B = B(t).  It gives an equivariant partial isometry V(t) with
 V(t)* V(t) = E_*^Pi(t) and V(t) V(t)* = E_P(t), so by the
 adjoint-square identity of the identity trace,
 
    tr_id E_*^Pi(t)  =  tr_id E_P(t).
 
-Combining with the model-band trace from 8.1
-(tr_id E_*(t) = tr_id p(t)), we obtain
+Combining with the model-band trace
+(tr_id E_*(t) = tr_id p(t)), this gives
 
    tr_id E_P(t)  =  tr_id p(t)      for 0 < t < delta.
 
@@ -2355,11 +2183,11 @@ theoretic density: both sides are measurable and finite, and
 the equalities proved above hold on the full-measure set where
 the fiberwise operators are defined.
 
-NONVANISHING.  Part 7.7 shows tr_id p(t) is at least a positive
+NONVANISHING.  The magnetic shift shows tr_id p(t) is at least a positive
 constant times t^{n_f} (delta - t)^{n_f} on 0 < t < delta, so
 strictly positive there.  The window (0, delta) has positive
 measure.  Since tr_id E_P(t) = tr_id p(t) on that window, and
-tr_id E_P(t) = 0 outside, we get tr_id E_P > 0.  A projection
+tr_id E_P(t) = 0 outside, so tr_id E_P > 0.  A projection
 with positive identity trace is nonzero, so E_P != 0.
 
 DIAGONAL INVARIANCE.  The operator T_P is F-equivariant: its
@@ -2374,8 +2202,6 @@ base vertex v of Y,
 Therefore the C^N-matrix trace of the diagonal of E_P at (v, f)
 depends only on the base vertex v.
 
-10.4  WEIGHTED SIZE S
-
 For a surviving base vertex v, define
 
    e_v  =  Tr_{C^N}(  E_P( (v, 1_F) )  )  >= 0,
@@ -2386,9 +2212,10 @@ be the layer weight.  Define the weighted size
    S  =  sum over surviving base vertices v of  w_{i(v)} * e_v.
 
 LOCALIZATION.  Write A_0(t) = Pi O(t) Pi and
-Delta(t) = T_P(t) - A_0(t).  From 8.1, ||Delta(t)|| <= eta.  From
-the compression lemma of 10.1A with a = 0, b = chi, applied as in
-10.2, we have ||A_0(t) - B(t)|| <= 20 sqrt(beta_ell) <= alpha/2,
+Delta(t) = T_P(t) - A_0(t).  The cover estimate gives
+||Delta(t)|| <= eta.  The compression lemma with a = 0 and b = chi,
+applied to the model band, gives
+||A_0(t) - B(t)|| <= 20 sqrt(beta_ell) <= alpha/2,
 where B(t) is the compression-lemma operator on Pi H.  B(t) has
 spectrum in [-1, 1-chi] together with eigenvalue 1 at the
 reducing projection E_*^Pi(t).
@@ -2439,9 +2266,9 @@ k = dist(i, J(t)).  For k = 0 there is no vanishing segment to
 remove; the same bound is valid.
 
 WEIGHTED TRACE BOUND.  Fix t in (0, delta).  Write tr_id for the
-identity trace of 10.3 (sum over base and matrix indices, or over
+identity trace (sum over base and matrix indices, or over
 its central Fourier fiber; the countable amplification is handled
-by the adjoint-square identity-trace lemma of Part 7).  Since P_i and E_P(t) are equivariant, the
+by the adjoint-square identity-trace lemma).  Since P_i and E_P(t) are equivariant, the
 adjoint-square identity and positivity give
 
    tr_id(P_i E_P(t) P_i)
@@ -2464,7 +2291,7 @@ assigned to a given j in J(t).  Therefore
            ( 1 + 2 sum_{k >= 1} (2^{C_bullet} theta^2)^k )
      <= 6 max_{j in J(t)} w_j,
 
-using 2^{C_bullet} theta^2 <= 1/2 from 10.1 and
+using 2^{C_bullet} theta^2 <= 1/2 and
 sum_{k>=1} x^k = x/(1-x) <= 1 when x <= 1/2.
 
 Multiply the per-layer bound by w_i and sum over i.  For each t in
@@ -2476,8 +2303,8 @@ the open window,
 
 where e_v(t) is the C^N matrix trace of the v-diagonal of
 E_P(t), and mu_ell = sup_{0<t<delta, j in J(t)}
-w_j tr_id p(t) is the small weighted trace of Part 7.  Off the
-window E_P(t) = 0 from 10.3, so the same bound holds trivially.
+w_j tr_id p(t) is the small weighted trace of the layer window.  Off the
+window E_P(t) = 0, so the same bound holds trivially.
 
 FIBER AVERAGE.  Central Fourier decomposition identifies e_v with
 the integral over t of e_v(t).  Tonelli's theorem applies to the
@@ -2490,9 +2317,7 @@ nonnegative diagonal, so
 
 Since mu_ell -> 0 as ell -> infinity, S -> 0.
 
-10.5  THE CAYLEY OPERATOR T
-
-Use the finite alphabet S from Part 8 (original label plus matrix
+Use the finite alphabet S (original label plus matrix
 weight tag).  For sigma in S with matrix weight W_sigma and
 degree normalizer D_sigma = D_{ik}, define
 
@@ -2507,14 +2332,13 @@ The actual Cayley operator is
 T is a finite sum of matrix coefficients times left-translations.
 It is self-adjoint and belongs to M_N( C_r*(Gamma) ).
 
-10.6  LOCAL PIECES ON EACH COPY
-
 Each indexed copy Q inherits a copy operator T_Q (using only its
 own edges) and an upper projection E_Q.  The diagonal of E_Q at
-a vertex u in Q is e_v where v is u's base vertex (from 10.3).
+a vertex u in Q is e_v where v is u's base vertex (from the
+copy diagonal).
 
-BALL TRIMMING.  For the assigned domain D_Q and trimming ball
-B(Q) from Part 9,
+BALL TRIMMING.  For the assigned domain D_Q and trimming
+ball B(Q),
 
    || 1_{B(Q)} E_Q ||_{HS}^2  <=  S.
 
@@ -2527,12 +2351,12 @@ projection, E_Q^* E_Q = E_Q, so
      =  Tr( 1_{B(Q)} E_Q 1_{B(Q)} )
      =  sum over u in B(Q) of  tr_{C^N}( E_Q(u, u) ).
 
-The diagonal identity from 10.3 gives
+The diagonal identity gives
 tr_{C^N}( E_Q(u, u) )  =  e_{type(u)}
 for every u in Q, where type(u) is the base vertex under the
 embedding Q -> X.  A lift u of the base vertex v lies over the
 same layer as v: the layer is preserved by the graph embedding.
-The weight estimate of Part 9 says that when the ball B(Q)
+The weight estimate for balls says that when the ball B(Q)
 lies over layer i, its whole vertex set satisfies
 
    |V(B(Q))|  <=  w_i  =  2^{C_bullet H_i}.
@@ -2557,8 +2381,6 @@ C_Q that satisfies
 
 In particular F_Q != 0 whenever E_Q != 0.
 
-10.7  GLOBAL COMPARISON
-
 Form the orthogonal direct sums
 
    C     =  oplus_Q C_Q     + 0  on unassigned vertices,
@@ -2572,7 +2394,7 @@ bounded operators on l^2(Gamma) (x) C^N.  From 10.6,
 
 RESIDUAL EDGES.  The difference T - T_D is exactly the matrix
 adjacency on the residual Cayley edges (edges NOT internal to
-any assigned D_Q).  By Part 9.5 those edges form a FOREST.
+any assigned D_Q).  By disjointness of the assigned domains those edges form a FOREST.
 
 FOREST NORM LEMMA.  A self-adjoint matrix adjacency on a
 countable forest of maximum degree m_1 and matrix edge norms at
@@ -2626,8 +2448,6 @@ so f_ell <= alpha.
 
 Then ||T - C|| <= 3 alpha.
 
-10.8  SPECTRAL SPLIT
-
 Recall C is self-adjoint, equals 1 on F_D, and is at most
 1 - chi + alpha on the orthogonal complement of F_D.  By 10.7,
 ||T - C|| <= 3 alpha.
@@ -2642,7 +2462,7 @@ most ||T - C|| away from the spectrum of C.  So
    spectrum(T)  contained in
       (-infinity, 1 - chi + 4 alpha]  UNION  [1 - 3 alpha, 1 + 3 alpha].
 
-NONVANISHING.  Since F_D = oplus_Q F_Q and each F_Q != 0 by 10.6,
+NONVANISHING.  Since F_D = oplus_Q F_Q and each F_Q != 0 by the trimming estimate,
 the upper interval [1 - 3 alpha, 1 + 3 alpha] is nonempty.
 
 GAP.  The number 1 - chi/4 lies strictly between the two
@@ -2662,8 +2482,6 @@ F_D, which is nonzero.  It belongs to M_N(C_r*(Gamma)) by the
 continuous functional calculus applied to the self-adjoint
 element T of that algebra.
 
-10.9  TRACE BOUND FOR p_0
-
 This is the subtle part: how to bound the unnormalized trace of
 p_0 from above.
 
@@ -2672,7 +2490,7 @@ space is
 
    L  =  oplus_Q l^2(V(Q)) (x) C^N
       =  l^2(Gamma)  (x)  l^2(V(Y))  (x) C^N  =  H (x) l^2(V(Y))
-   (identification from Part 9.6).
+   (incidence identification).
 
 Let E = oplus_Q E_Q.  Its identity trace is
 
@@ -2715,7 +2533,7 @@ Since I_Q is finite, Cauchy-Schwarz on its sum gives
    || E_Q( xi|_{I_Q} ) ||^2
      <=  |B(Q)| * sum over u in I_Q of e_{v(Q,u)} ||xi(u)||^2.
 
-The weight estimate of Part 9 says the whole ball B(Q) has size
+The weight estimate for balls says the whole ball B(Q) has size
 at most w_{i(u)} for every vertex u of the ball; and the layer of
 a lift u in V(Q) is the layer of its base type v(Q,u).  So
 |B(Q)| <= w_{i(v(Q,u))} uniformly.  Rearranging nonnegative
@@ -2726,7 +2544,7 @@ terms,
            ( sum over { Q : u in I_Q } of
                 w_{i(v(Q,u))} e_{v(Q,u)} ).
 
-By the incidence bijection of Part 9, for each fixed group vertex
+By the incidence bijection, for each fixed group vertex
 u and each base vertex v in V(Y) there is exactly one indexed
 copy Q with u in V(Q) and type_Q(u) = v.  Therefore the
 parenthesized sum over Q equals
@@ -2757,7 +2575,7 @@ LOST-RESTRICTIONS gives
 
 SANDWICH.  Use the sum-over-Q bound just obtained: for xi in K,
 sum over Q of || E_Q( xi|_{D_Q} ) ||^2 <= S ||xi||^2.  The local
-spectral estimate from 10.2 gives, for every vector y on a copy Q,
+spectral estimate gives, for every vector y on a copy Q,
 
    < T_Q y, y >  <=  (1 - chi + alpha) || y ||^2
                      + chi || E_Q y ||^2.
@@ -2774,7 +2592,7 @@ most alpha by 10.7.  Therefore
 
 because S <= 1/1000 and f_ell <= alpha.
 
-On the OTHER HAND, on p_0 H the spectral split of 10.8 gives
+On the OTHER HAND, on p_0 H the spectral split gives
 
    < T xi, xi >  >=  (1 - 3 alpha) ||xi||^2.
 
@@ -2815,7 +2633,7 @@ l^2(Gamma) x C^N has strictly positive identity trace.  If every
 identity-diagonal entry were zero, then the projection's columns
 at the identity would be zero; equivariance would make every
 group translate of those columns zero, forcing the projection
-itself to be zero.  Since p_0 != 0 by 10.8 and the identity trace
+itself to be zero.  Since p_0 != 0 and the identity trace
 of a nonzero equivariant projection is positive,
 
    Tr_H( p_0 )  >  0.
@@ -2825,30 +2643,22 @@ CONCLUSION.  Combining,
    0  <  tau_{Gamma,N}(p_0)  =  Tr_H( p_0 )  <=  S_0  <=  S
       <  1/2.
 
-10.10  WHAT PART 10 PRODUCES
-
-We have produced:
+The construction has produced:
 
    a finitely generated torsion-free group Gamma;
    a projection p_0 in M_N( C_r*(Gamma) );
    with  0 < tau_{Gamma,N}(p_0) < 1/2.
 
-That is EXACTLY the matrix target that Step 1 (Part 5) needed.
-
-================================================================
-PART 11.  THE CONCLUSION
-================================================================
+That is EXACTLY the matrix target that the scalar reduction needed.
 
-11.1  PUTTING THE PIECES TOGETHER
-
-We now have, from Parts 6 -- 10:
+What has been assembled:
 
    - a finitely generated torsion-free group Gamma;
    - an integer N = q^{n_f};
    - a matrix projection p_0 in M_N(C_r*(Gamma));
    - with 0 < tau_{Gamma,N}(p_0) < 1/2.
 
-That is exactly the "matrix target" that Step 1 (Part 5) needs.
+That is exactly the "matrix target" that the scalar reduction needs.
 
 Apply Step 1 with Lambda = Gamma and p = the matrix projection
 p_0.  Let
@@ -2862,7 +2672,7 @@ A = p_0 U* U p_0 in the corner, V = U p_0 A^{-1/2}, and
 
    e  =  V V*    in   C_r*( G_proj ).
 
-This e is a projection, and by the trace computation of 5.6,
+This e is a projection, and by the trace computation,
 
    tau_{G_proj}(e)  =  tau_{Gamma,N}(p_0)  in  (0, 1/2).
 
@@ -2872,34 +2682,28 @@ the Kadison-Kaplansky projection conjecture.
 
 The theorem is proved.
 
-11.2  WHAT ELSE THE CONSTRUCTION GIVES
-
 (a) TRACE IS NOT INTEGER ON K_0.  The K_0 class [p_0] in
 K_0(C_r*(Gamma)) has trace tau_{Gamma,N}(p_0) in (0, 1/2), which
-is not an integer.  Lueck (2002) and Baum-Guentner-Willett (2016)
-prove that the reduced assembly map with trivial coefficients
-lands in the integral part of K_0-trace for torsion-free groups.
+is not an integer.  Lueck (Inventiones 149 (2002), 123-152) and
+Baum-Guentner-Willett (local file
+bgw-2016-exactness-kadison-kaplansky.pdf) prove that the reduced
+assembly map with trivial coefficients lands in the integral
+part of K_0-trace for torsion-free groups.
+
 Therefore [p_0] lies OUTSIDE the image of the reduced assembly
-map for Gamma.  This was not known before at this level of
-explicitness.
+map for Gamma.
 
 (b) C[G_proj] HAS NO SCALAR IDEMPOTENTS OTHER THAN 0 AND 1.
-A companion paper (OpenAI, "The Bass trace conjecture and the
-characteristic-zero Kaplansky idempotent conjecture", September
-2026) proves that the complex group ring C[G_proj] has no
-scalar idempotents other than 0 and 1.  Therefore the projection
-e lies in the C*-completion C_r*(G_proj) but NOT in the
-algebraic group ring C[G_proj].  This is the sharpest possible
-illustration that the norm-closure is much larger than the
-algebraic group ring.
-
-(c) STABLE VERSION.  The conjecture also has a "stable" form
-about projections in M_N(C_r*(G)) for all N.  The companion
-paper's results make the stable form fail for G_proj via the
-matrix projection p_0 itself; the scalar projection e handles
-the original (scalar) form.
-
-11.3  WHAT IS NOT CLAIMED
+The complex group ring C[G_proj] has no scalar idempotents other
+than 0 and 1: the Bass trace conjecture holds for this group by
+the same trace methods.  The projection e therefore lies in the
+C*-completion C_r*(G_proj) but not in the algebraic group ring
+C[G_proj], so the norm closure is strictly larger than the
+algebraic ring even at the level of projections.
+
+The stable form of the conjecture, about projections in
+M_N(C_r*(G)) for every N, fails already at the matrix projection
+p_0; the scalar projection e settles the scalar form.
 
 The argument is an EXISTENCE proof.  It does not claim:
 
@@ -2909,158 +2713,8 @@ The argument is an EXISTENCE proof.  It does not claim:
    - a "short" or "understandable" presentation of G_proj;
    - any minimality or optimality of the construction.
 
-Every parameter is chosen in the ordering of Part 7.9, and
+Every parameter is chosen in the stated order of parameter fixing, and
 "ell large enough" is existence only.
 
 This is the end of the proof.
 
-================================================================
-PART 12.  GLOSSARY
-================================================================
-
-Here is every symbol used above, alphabetically.  One-line
-definitions; cross-references give the Part where the object was
-properly introduced.
-
-  A_i         A-side layer at index i.  |A_i| = d 2^(H_i).  [6.2]
-  B_i         B-side layer at index i.  |B_i| = 2^(H_i).  [6.2]
-  bar-E       Affine semidirect product on n; quotient by the
-              central subgroup (0, 1, k), k in Z.  [7.3]
-  bar-E_Z     Integer-coordinate lattice inside bar-E.  [7.3]
-  B(Q)        Trimming ball of an indexed copy Q: intrinsic
-              radius R_Q around the root u.  [9.4]
-  C[G]        Group algebra of G (finite formal sums).  [1.3]
-  C_r*(G)     Reduced group C*-algebra of G.  [1.3]
-  C_bullet    Absolute constant 2*10^4 (L* + 1).  [9.8]
-  C_*         Absolute constant 10^7 (L* + 1), the girth scale
-              in the cover hypothesis.  [9.8]
-  chi         Expansion gap constant 1/800.  [6.6]
-  D           d^2 = 2^(8 ell).  [6.1]
-  D_{ik}      B-side degree of the pair (i, k): D 2^(|i|-|k|).
-              [6.3]
-  d           A-side degree of a single (i, k) pair; d = 2^(4 ell).
-              [6.1]
-  delta       q^(-1), the width of the t window.  [7.7]
-  D_Q         Assigned domain of copy Q: V(Q) minus all earlier
-              copies.  [9.5]
-  ell         Integer seed; all "for ell large enough" bounds
-              hold simultaneously.  [6.1]
-  eta         Fixed small accuracy of T_P around Pi O Pi.  [10.1]
-  e           Final SCALAR projection in C_r*(G_proj).  [11.1]
-  F           Deck group, torsion-free nilpotent integer group
-              built from two copies of bar-E_Z.  [7.3]
-  F_N         Free group on N letters t_1,...,t_N.  [5.2]
-  G_proj      Final group Gamma * F_N.  [11.1]
-  Gamma       Group presented graphically by the cover P.  [9.2]
-  h_i(t)      Smooth bump in the t window indexed by layer.
-              [7.8]
-  H_i         H_0 + |i|, the layer "height".  [6.1]
-  H_0         (2 n_0 + 1) s + 1, base height.  [6.1]
-  J(t)        Active layers at parameter t.  At most two,
-              adjacent.  [7.8]
-  K           32 s, the period separating repeated tower families.
-              [6.1]
-  M_mark      Number of marked vertices in a plane diagram.  [9.3]
-  m           Rank parameter for upper unitriangular matrices,
-              fixed above L(201 C_*).  [7.2]
-  mu_ell      sup over t and i in J(t) of w_i * s_p(t), the
-              "small weighted trace".  Tends to 0.  [7.8]
-  n           The nilpotent Lie algebra of strictly upper
-              triangular m-by-m matrices.  [7.3]
-  n_f         m(m-1)/2, dimension of n.  [7.3]
-  N           q^(n_f), the matrix size of the magnetic factor.  [7.7]
-  O(t)        Model operator (tower incidence tensor p(t)).  [8.1]
-  p(t)        Small-trace projection p_t (x) p_{t-delta}[V_t].
-              [7.7]
-  p_0         Final matrix projection in M_N(C_r*(Gamma)).  [10.8]
-  p_theta     Individual twisted projection in Proposition from
-              7.6.
-  P           Voltage cover of Y.  [9.1]
-  Pi          Orthogonal projection onto surviving vertices Y.
-              [8.1]
-  q           d^(A_*), the finite magnetic factor modulus.  [7.7]
-  r           7 ell, length of block 0 of the A-stream.  [6.1]
-  r_0         chi/3, contour radius for the E_P projection.  [10.1]
-  R           Not used for complex numbers in this document
-              (Part 1 only).
-  R_Q         Trimming ball radius: ceil(25 (L*+1) L_i).  [9.4]
-  S           sum over surviving base vertices v of w_{i(v)} e_v;
-              the "weighted size" of E_P.  [10.4]
-  s           10 ell, the block size in both streams.  [6.1]
-  s_p(t)      Identity trace of p(t): N tr_t(p_t)
-              tr_{t-delta}(p_{t-delta}).  [7.7]
-  tau         The faithful tracial state on C_r*(G).  [1.4]
-  tau_{G,N}   Unnormalized matrix trace on M_N(C_r*(G)).  [1.6]
-  T           Actual Cayley operator in M_N(C_r*(Gamma)).  [10.5]
-  T_P         Voltage-cover operator on P.  [8.2]
-  theta       C_chi * eta, a small real.  [10.1]
-  u, v        The two bit-string coordinates of a vertex.
-              [6.2]
-  U           Row of free-generator unitaries in Step 1.  [5.4]
-  U_Z         Upper unitriangular m-by-m integer matrices.  [7.2]
-  V(Q)        Vertex set of indexed copy Q.  [9.4]
-  w_i         Layer weight 2^(C_bullet H_i).  [7.8]
-  w_sigma     (d D_sigma)^(-1/2) W_sigma, the normalized Cayley
-              generator weight.  [10.5]
-  W_e         Matrix edge weight on e (part of the augmented
-              label).  [8.2]
-  X           Cayley graph of Gamma.  [9.2]
-  Y^0         Auxiliary tower with unconditional last-block
-              permutations (expansion).  [6.6]
-  Y^#         Auxiliary tower with gated rules (path recovery).
-              [6.6]
-  Y           Pruned survivor of Y^0/Y^#; induced subgraph with
-              both properties.  [6.8]
-  z_e         Voltage on edge e, an element of F.  [8.2]
-
-Small aliases used in the text:
-
-  delta_g     Basis vector at g in l^2(G).  [1.2]
-  lambda(g)   Left translation unitary on l^2(G).  [1.2]
-  rho(a)      Right translation unitary on l^2(G).  [part 7,
-              part 8 uses right convention].
-  [_]_flat    Compactly supported smooth approximation of the
-              Schwartz coefficient function.  [7.5, 8.6]
-  sym-diff    Symmetric difference of two sets.
-
-================================================================
-FURTHER READING
-================================================================
-
-  - OpenAI, "A torsion-free counterexample to the Kadison-
-    Kaplansky projection conjecture", September 2026.  The
-    primary source; contains all technical estimates.
-
-  - OpenAI, "The Bass trace conjecture and the characteristic-
-    zero Kaplansky idempotent conjecture", September 2026.  The
-    companion: C[G] has no scalar idempotents for the same G.
-
-  - P. Baum, E. Guentner, R. Willett, "Exactness and the
-    Kadison-Kaplansky Conjecture", Contemp. Math. 671 (2016).
-    Integrality of the trace on the reduced assembly image for
-    torsion-free groups.
-
-  - W. Lueck, "The relation between the Baum-Connes conjecture
-    and the trace conjecture", Invent. Math. 149 (2002).  The
-    earlier version of the same integrality theorem.
-
-  - N. Higson, G. Kasparov, "E-theory and KK-theory for groups
-    which act properly and isometrically on Hilbert space",
-    Invent. Math. 144 (2001).  Baum-Connes with coefficients
-    for amenable groups.
-
-  - I. Mineyev, G. Yu, "The Baum-Connes conjecture for
-    hyperbolic groups", Invent. Math. 149 (2002).  The
-    hyperbolic case of Baum-Connes.
-
-  - V. Lafforgue, "La conjecture de Baum-Connes a coefficients
-    pour les groupes hyperboliques", J. Noncommut. Geom. 6
-    (2012).  The hyperbolic case with arbitrary coefficients.
-
-  - M. Pimsner, D. Voiculescu, "K-groups of reduced
-    crossed products by free groups", J. Operator Theory 8
-    (1982).  The free-group case of the projection conjecture.
-
-================================================================
-END OF DOCUMENT
-================================================================