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feat(PolyTime/BitString): add sequential initial-test search and shortened Tanner matrices - #1309

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feat/rt-tanner-search-1226-antonkov
Oct 27, 2026
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feat/rt-tanner-search-1226-antonkov

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Part of #1226 (building on #1247, #1249, and #1260). Formalizes the deterministic sequential search and shortened Tanner parity-check matrix construction of §6.1, Lemma 6.1 (printed pp. 40–42) of [OpenAI, The Exponential Time Hypothesis is False][OpenAI2026ETH] (pinned revision 7ef5c0cc) in Complexity/Computability/PolyTime/BitString/InitialTestsSearch.lean (sharing the canonical Lemma 6.1–6.2 parameters Cslib.BitString.initialRowWeightBound and Cslib.BitString.greedyRowListLength via Complexity/Foundations/Data/BitString/ParityTestBounds.lean), providing the executable counterpart to Cslib.BitString.exists_initialTests (Complexity/Foundations/Data/BitString/InitialTests.lean) with native Turing.MultiTapeTM.ComputableInPolyTime and Turing.MultiTapeTM.ComputableInO time and polynomial-space certificates via Cslib.GenericRAM.IndexFold.run.

Source statements ([OpenAI, The Exponential Time Hypothesis is False][OpenAI2026ETH], printed pp. 40–42)

(Mathematical-transcription note: Plain-text extraction from the source PDF flattens rendered superscripts, subscripts, vector arrows, ceiling brackets, binomial coefficients, and vertical absolute-value bars in displayed equations—including $A^{(0)}$, $\vec{0}$, $\left|\sum_{j=1}^{d_G} (-1)^{b \cdot s_j}\right| \leqslant \varepsilon d_G$ in (6.2), $c_G = \lceil d_G / (8B) \rceil$, and $\sum_{j=1}^h \binom{d_G}{j}$; in the separate contiguous source passages below, all mathematical superscripts, subscripts, brackets, bars, and displayed formulas are restored to match rendered printed pages 40–42.)

  • §6.1, Lemma 6.1, printed p. 40:

    Lemma 6.1. Let $n, m, B$ be positive integers with $m \leqslant Bn$, and put
    $$\mu = \lfloor \log_2 m \rfloor + 1, \qquad P = 20000 B^2 \mu^2, \qquad D_0 = 320000 B^2 \mu^3.$$
    There is a deterministic construction of a binary matrix $A^{(0)}$ with $m$ columns and at most $3n$ rows such that every row has at most $D_0$ nonzero entries and
    $$z \in {0, 1}^m \setminus {\vec{0}}, \quad A^{(0)} z = \vec{0} \pmod{2} \implies |\operatorname{supp} z| \geqslant m / P.$$
    The construction uses $\exp(\operatorname{poly}(B, \log(m + 2)))$ bit operations and $\operatorname{poly}(n, m, B)$ bits of working space.

  • §6.1, Proof of Lemma 6.1 (expander parameters and $\varepsilon$-bias condition (6.2)), printed p. 40:

    Let
    $$d_G = \min(m, D_0), \qquad q_G = \min{2^a : a \in \mathbb{Z}{\geqslant 0},\ 2^a d_G \geqslant m}.$$
    Then $m \leqslant q_G d_G < 2m$. Write $q_G = 2^{\ell_G}$ and take two copies of ${0, 1}^{\ell_G}$ as the vertex sets. For each left vertex $u$ and each port $j \in [d_G]$, put an edge from $u$ to $u \oplus s_j$, where $\oplus$ denotes bitwise addition modulo $2$ and the shifts $s_1, \ldots, s
    {d_G} \in {0, 1}^{\ell_G}$ will be chosen below. Edges are indexed by the pairs $(u, j)$; parallel edges remain distinct. Every vertex on either side has one incident edge at each port $j$, so the graph is $d_G$-regular.

    To obtain the mixing estimate (6.3), we choose the shifts so that every parity of a nonempty set of coordinates is nearly balanced. For a nonzero vector $b \in {0, 1}^{\ell_G}$, the bit $b \cdot s_j \bmod 2$ is the parity of those coordinates of $s_j$ where $b$ equals $1$. With $\varepsilon = 1 / (200 B \mu)$, we require
    $$\left|\sum_{j=1}^{d_G} (-1)^{b \cdot s_j}\right| \leqslant \varepsilon d_G \qquad \bigl(b \in {0, 1}^{\ell_G} \setminus {\vec{0}}\bigr). \tag{6.2}$$
    The sum in (6.2) is the number of indices $j$ with even parity minus the number with odd parity. Thus, for every nonzero $b$, each parity occurs at a fraction of indices between $(1 - \varepsilon)/2$ and $(1 + \varepsilon)/2$. A list of shifts with this property is called $\varepsilon$-biased [NN93, Definitions 2.1–2.2].

  • §6.1, Proof of Lemma 6.1 (shift existence and sequential search), printed p. 41:

    If $q_G = 1$, there is no condition to check. Otherwise $d_G = D_0$. To show that suitable shifts exist, we choose them independently and uniformly at random. For each fixed nonzero $b$, the signs $(-1)^{b \cdot s_j}$ are independent and uniform in ${-1, 1}$. Hoeffding's inequality bounds the probability of violating (6.2) for this $b$ by $2 \exp(-\varepsilon^2 d_G / 2)$. A union bound over $b$ gives total failure probability at most
    $$2 q_G \exp(-\varepsilon^2 d_G / 2) = 2 q_G \exp(-4\mu) &lt; 1,$$
    where $q_G &lt; 2m &lt; 2^{\mu + 1}$. Exhaustively enumerating the shift tuples and checking (6.2) therefore finds a valid tuple in $\exp(O(d_G \log(m + 2)))$ time.

  • §6.1, Proof of Lemma 6.1 (local code $A_{\mathrm{loc}}$ existence and sequential search), printed p. 41:

    To specify the local code, we put
    $$c_G = \left\lceil \frac{d_G}{8B} \right\rceil, \qquad \delta = \frac{1}{100 B \mu}.$$
    We need a binary matrix $A_{\mathrm{loc}}$ with $c_G$ rows and $d_G$ columns such that every nonzero word in its kernel modulo $2$ has weight at least $\delta d_G$. To prove that such a matrix exists, we consider a matrix whose entries are independent uniform bits. For each fixed nonzero word, one of its nonzero coordinates makes the parity in each row uniform; independence of the rows therefore gives probability $2^{-c_G}$ that the word lies in the kernel. Set $h = \lceil \delta d_G \rceil - 1$. If $h = 0$, there are no nonzero words of weight less than $\delta d_G$. Otherwise their number is at most
    $$\sum_{j=1}^h \binom{d_G}{j} \leqslant (h + 1)(2 d_G)^h \leqslant (2 d_G)^{2h} &lt; 2^{d_G / (25 B)}.$$
    For the last inequality, use $h &lt; \delta d_G$, $d_G \leqslant m &lt; 2^\mu$, and $\mu + 1 \leqslant 2\mu$. Since $c_G \geqslant d_G / (8B)$, a union bound shows that a suitable $A_{\mathrm{loc}}$ exists. Enumerating the $2^{c_G d_G}$ binary matrices and testing all words of weight less than $\delta d_G$ finds one in $\exp(\operatorname{poly}(B, \log(m + 2)))$ bit operations.

  • §6.1, Proof of Lemma 6.1 (shortened Tanner code $A^{(0)}$, row bound, and sequential space), printed p. 42:

    Shorten this Tanner code by keeping any $m$ of the $q_G d_G$ edge coordinates, identifying them with $[m]$, and setting the remaining coordinates to zero. Restricting all the vertex checks to the retained coordinates gives $A^{(0)}$. Any word accepted by $A^{(0)}$ extends by zeros to an accepted edge word, so it has the required weight. Every row has at most $d_G \leqslant D_0$ nonzero entries. There are $2 q_G c_G$ rows. If $q_G = 1$, then $d_G = m$ and
    $$2 c_G \leqslant \frac{m}{4B} + 2 \leqslant \frac{n}{4} + 2 \leqslant 3n.$$
    If $q_G &gt; 1$, then $d_G = D_0 \geqslant 8B$, and
    $$2 q_G c_G \leqslant \frac{q_G d_G}{4B} + 2 q_G \leqslant \frac{q_G d_G}{2B} &lt; \frac{m}{B} \leqslant n.$$
    The searches over shifts, local matrices, and test words are sequential. Storing the current choices and the final rows uses $\operatorname{poly}(n, m, B)$ bits of working space.

Source-to-Lean mapping (Complexity/Foundations/Data/BitString/ParityTestBounds.lean, Complexity/Computability/PolyTime/BitString/InitialTestsSearch.lean)

  1. Shared Lemma 6.1–6.2 parameters, executable Lemma 6.1 schedule, and compositional @[fun_prop] rules:
    • Extracts the single canonical CNF-free definitions Cslib.BitString.initialRowWeightBound ($D_0(B, m) = 320000 B^2 \mu^3$ with $\mu = \lfloor \log_2 m \rfloor + 1$ realized directly via Nat.log 2 m + 1) and Cslib.BitString.greedyRowListLength ($P(B, m) = 20000 B^2 \mu^2$) into Complexity/Foundations/Data/BitString/ParityTestBounds.lean, shared directly by Complexity/Computability/PolyTime/BitString/InitialTestsSearch.lean, Complexity/Logics/Propositional/CNF/SparseParityCounter.lean, Complexity/Logics/Propositional/CNF/SparseDesignCounter.lean, Complexity/Computability/Complexity/FineGrained/SparseParitySchedule.lean, Complexity/Computability/Complexity/FineGrained/SparseBranchAsymptotics.lean, and Complexity/Computability/Complexity/FineGrained/GeneralCNFBranchSchedule.lean without compatibility copies.
    • Defines Cslib.Complexity.InitialTestsSearch.dG ($d_G = \min(m, D_0)$), Cslib.Complexity.InitialTestsSearch.ellG ($\ell_G = \lceil \log_2 \lceil m / d_G \rceil \rceil$, returning $0$ when $d_G = 0$), Cslib.Complexity.InitialTestsSearch.qG ($q_G = 2^{\ell_G}$), Cslib.Complexity.InitialTestsSearch.cG ($c_G = \lceil d_G / (8B) \rceil$, returning $0$ when $B = 0$), Cslib.Complexity.InitialTestsSearch.hDist ($h = \lceil d_G / (100 B \mu) \rceil - 1$, returning $0$ when $d_G = 0$ or $B = 0$), and Cslib.Complexity.InitialTestsSearch.biasDen ($200 B \mu$ for $\varepsilon = 1 / (200 B \mu)$).
    • Proves schedule bounds (Cslib.Complexity.InitialTestsSearch.dG_pos, Cslib.Complexity.InitialTestsSearch.le_qG_mul_dG, Cslib.Complexity.InitialTestsSearch.qG_mul_dG_lt_two_mul, Cslib.Complexity.InitialTestsSearch.qG_lt_two_mul, Cslib.Complexity.InitialTestsSearch.qG_le_two_mul_add_one, Cslib.Complexity.InitialTestsSearch.two_mul_qG_mul_cG_le_three_mul, Cslib.Complexity.InitialTestsSearch.dG_le_hDist_succ_mul) and compositional @[fun_prop] plain Turing.MultiTapeTM.ComputableInPolyTime theorems (Cslib.Complexity.InitialTestsSearch.greedyRowListLength_polyTime, Cslib.Complexity.InitialTestsSearch.initialRowWeightBound_polyTime, Cslib.Complexity.InitialTestsSearch.dG_polyTime, Cslib.Complexity.InitialTestsSearch.ellG_polyTime, Cslib.Complexity.InitialTestsSearch.qG_polyTime, Cslib.Complexity.InitialTestsSearch.cG_polyTime, Cslib.Complexity.InitialTestsSearch.hDist_polyTime, Cslib.Complexity.InitialTestsSearch.biasDen_polyTime) on unary $(m, B)$.
  2. Streaming checkers (Cslib.Complexity.InitialTestsSearch.checkSmallBiasShifts, Cslib.Complexity.InitialTestsSearch.checkLocalCodeDistance):
    • Cslib.Complexity.InitialTestsSearch.checkSmallBiasShifts streams over masks $0 \dots 2^\ell - 1$ via Cslib.GenericRAM.IndexFold.run to verify rectangular $d \times \ell$ shape and integerized eq. (6.2) across all nonzero masks $b \in {0, 1}^\ell \setminus {\vec{0}}$ (returning false on any shape or bias violation). Proves exact characterization via Cslib.BitString.IsSmallBias for $d \ge 1$ and positive bias denominator (Cslib.Complexity.InitialTestsSearch.checkSmallBiasShifts_eq_true_iff), native Turing.MultiTapeTM.ComputableInO certificate (Cslib.Complexity.InitialTestsSearch.checkSmallBiasShifts_computableInO), and plain Turing.MultiTapeTM.ComputableInPolyTime certificates whenever $2^\ell$ is polynomially bounded or $2^\ell \le 2m + 1$ (Cslib.Complexity.InitialTestsSearch.checkSmallBiasShifts_polyTime, Cslib.Complexity.InitialTestsSearch.checkSmallBiasShifts_polyTime_of_two_pow_le).
    • Cslib.Complexity.InitialTestsSearch.checkLocalCodeDistance streams over words $0 \dots 2^d - 1$ via Cslib.GenericRAM.IndexFold.run with polynomial live-state space to verify rectangular $c \times d$ shape and minimum $\mathbb{F}_2$-kernel Hamming weight (Cslib.Complexity.InitialTestsSearch.checkLocalCodeDistance_eq_true_iff, Cslib.Complexity.InitialTestsSearch.checkLocalCodeDistance_computableInO).
  3. Sequential IndexFold searchers (Cslib.Complexity.InitialTestsSearch.findSmallBiasShifts, Cslib.Complexity.InitialTestsSearch.findLocalCheckMatrix):
    • Stream over $0 \dots 2^{d \ell} - 1$ and $0 \dots 2^{c d} - 1$ via Cslib.GenericRAM.IndexFold.run, keeping only the found flag and current candidate matrix in live memory (with total all-false fallback Cslib.BitString.listRows when no candidate passes).
    • Proves witness-to-output soundness (Cslib.Complexity.InitialTestsSearch.isSmallBias_findSmallBiasShifts for $d \ge 1$ and positive bias denominator; Cslib.Complexity.InitialTestsSearch.weight_le_of_findLocalCheckMatrix) and native Turing.MultiTapeTM.ComputableInO time and polynomial-space certificates (Cslib.Complexity.InitialTestsSearch.findSmallBiasShifts_computableInO, Cslib.Complexity.InitialTestsSearch.findLocalCheckMatrix_computableInO).
  4. Shortened Tanner parity-check assembly and unconditional Lemma 6.1 routine (Cslib.Complexity.InitialTestsSearch.buildShortenedTannerRows, Cslib.Complexity.InitialTestsSearch.initialTestsRows):
    • Cslib.Complexity.InitialTestsSearch.buildShortenedTannerRows constructs the $2 \cdot 2^\ell \cdot c$ rows of length $m$ by retaining the first $m$ edge coordinates $(u, j) = (\lfloor e / d \rfloor, e \bmod d)$ (returning false entries when $d = 0$), proving exact row count (Cslib.Complexity.InitialTestsSearch.length_buildShortenedTannerRows), row length (Cslib.Complexity.InitialTestsSearch.length_mem_buildShortenedTannerRows), row weight $\le d$ (Cslib.Complexity.InitialTestsSearch.count_true_mem_buildShortenedTannerRows_le), distance transfer from Cslib.BitString.Tanner.le_weight_of_shortRow (Cslib.Complexity.InitialTestsSearch.le_weight_of_buildShortenedTannerRows, Cslib.Complexity.InitialTestsSearch.le_mul_weight_of_buildShortenedTannerRows_params), and plain Turing.MultiTapeTM.ComputableInPolyTime when $2^\ell \le \mathrm{bound}$ (Cslib.Complexity.InitialTestsSearch.buildShortenedTannerRows_polyTime).
    • Cslib.Complexity.InitialTestsSearch.initialTestsRows composes the Lemma 6.1 parameter schedule, sequential searchers, and shortened Tanner builder (returning [] when $m = 0$ or $B = 0$), proving unconditional correctness for $n, B \ge 1$ and $m \le B n$ (Cslib.Complexity.InitialTestsSearch.initialTestsRows_spec, Cslib.Complexity.InitialTestsSearch.map_ofList_initialTestsRows_spec, Cslib.Complexity.InitialTestsSearch.div_greedyRowListLength_le_weight_of_initialTestsRows) together with native Turing.MultiTapeTM.ComputableInO certificates: Cslib.Complexity.InitialTestsSearch.initialTestsRows_computableInO on unary $(m, B)$ proves pure $2^{q(B + \lfloor \log_2(m + 2) \rfloor)}$ time and $S(m + B)$ space, while Cslib.Complexity.InitialTestsSearch.initialTestsRows_computableInO_nmb on unary $(n, m, B)$ proves $n + 2^{q(B + \lfloor \log_2(m + 2) \rfloor)}$ time (where $+ n$ scans past the unary $n$ prefix on the input tape) and $S(n + m + B)$ space.

Deviations / Non-claims

  • Scope covers §6.1, Lemma 6.1 (initial parity-check search and shortened Tanner check-matrix assembly); greedy row augmentation by common-zero counting (§6.2, Lemma 6.2) and single-sparse-formula counting (§6.3) belong to downstream slices of Port OpenAI's ETH refutation (subexponential #k-SAT) natively into complexitylib #1226. Total Lean fallbacks on zero inputs (ellG returning $0$ when $d_G = 0$, cG returning $0$ when $B = 0$, hDist returning $0$ when $d_G = 0$ or $B = 0$, findSmallBiasShifts / findLocalCheckMatrix returning the all-false matrix when unsatisfiable, buildShortenedTannerRows returning false entries when $d = 0$, and initialTestsRows returning [] when $m = 0$ or $B = 0$) are documented explicitly; initialTestsRows_spec and map_ofList_initialTestsRows_spec cover $m = 0$ directly and require $1 \le n$, $1 \le B$, and $m \le B n$.

  • Existing notions considered:

    • Cslib.BitString.card_filter_weight_le_le and Cslib.BitString.exists_initialTests (Complexity/Foundations/Data/BitString/InitialTests.lean, feat(BitString): initial parity tests of Lemma 6.1 #1247): provide the existential Hamming-ball and Lemma 6.1 existence foundations (writing $20000 B^2 \mu^2$ and $320000 B^2 \mu^3$ inline); Cslib.BitString.card_filter_weight_le_le is reused directly to supply the local-code existence witness inside InitialTestsSearch.lean, while Cslib.Complexity.InitialTestsSearch.map_ofList_initialTestsRows_spec discharges the exact matrix specification of Cslib.BitString.exists_initialTests with an explicit computable witness.
    • Cslib.BitString.initialRowWeightBound and Cslib.BitString.greedyRowListLength (Complexity/Foundations/Data/BitString/ParityTestBounds.lean): extracted from Complexity/Logics/Propositional/CNF/SparseParityCounter.lean (feat(Choose): bound geometric binomial tails with an integer budget #1291) into a small CNF-free Cslib.BitString parameter module so Complexity/Computability/PolyTime/BitString/InitialTestsSearch.lean, Complexity/Logics/Propositional/CNF/SparseParityCounter.lean, Complexity/Logics/Propositional/CNF/SparseDesignCounter.lean (feat(Logics/Propositional/CNF): bridge sparse replacement design with CNF parity counter (#1226) #1302), Complexity/Computability/Complexity/FineGrained/SparseParitySchedule.lean (feat(FineGrained): add Section 6.3 compiled parity-row schedule feasibility and examination bounds (#1226) #1304), Complexity/Computability/Complexity/FineGrained/SparseBranchAsymptotics.lean (feat(FineGrained): add Section 5.5 and 6.3 interpolationScale branch examination bounds (#1226) #1314), and Complexity/Computability/Complexity/FineGrained/GeneralCNFBranchSchedule.lean (feat(FineGrained): add Section 6.4 Prop 6.4 leaf-to-root schedule and recovery (#1226) #1316) all share one canonical pair of definitions for $D_0$ and $P$ without compatibility aliases or propositional-CNF imports in InitialTestsSearch.lean.
    • Cslib.BitString.Tanner.shortRow, Cslib.BitString.Tanner.weight_shortRow_le, and Cslib.BitString.Tanner.le_weight_of_shortRow (Complexity/Foundations/Combinatorics/Expander/TannerCode.lean), Cslib.BitString.IsSmallBias and Cslib.BitString.exists_isSmallBias_map_of_exp_lt (Complexity/Probability/SmallBias/Random.lean), and Cslib.BitString.exists_forall_weight_le (Complexity/Foundations/Data/Code/HammingBound.lean): reused directly for shortened Tanner row semantics, row-sparsity bounds, expander-mixing distance transfer, Hoeffding small-bias shift existence, and random parity-check matrix existence rather than re-proving any graph-mixing or probabilistic argument.
    • Cslib.GenericRAM.IndexFold.run and Cslib.GenericRAM.IndexFold.computableInO (Complexity/Computability/GenericRAM/Native/IndexFold.lean, feat(GenericRAM): certify streaming binary-index folds #1249), Cslib.GenericRAM.BooleanFold.lowBits_eq_word (Complexity/Computability/GenericRAM/Native/BooleanFold.lean, feat(GenericRAM): stream runtime-width Boolean assignments #1260), List.countP_ofFn (Complexity/Foundations/Data/List/OfFn.lean), and Cslib.BitString.lowBits, Cslib.BitString.listRows, Cslib.BitString.listRow, Cslib.BitString.ofList, and Cslib.BitString.val_equivFin_false (Complexity/Foundations/Data/BitString/Basic.lean, Complexity/Foundations/Data/BitString/Binary.lean): reused directly for bounded-state sequential enumeration, bit-unpacking bijections, indicator counting, rectangular list-matrix decoding, and Turing.MultiTapeTM.ComputableInO resource certification.

Validation and review

  • Tested revision: 544ec30ca9a19dd717d419962df83f5ba6038dfc (fast-forward on origin/main a90b032add689a1a5fb7dccd677b59a95366a600)
  • Verification commands run locally in isolated worktree:
    • LEAN_NUM_THREADS=8 lake build --wfail --iofail Complexity ComplexityTests ComplexityAbstracts (passed, 0 warnings)
    • LEAN_NUM_THREADS=8 bash scripts/check.sh (all 6 gates passed: build --wfail --iofail, mk_all --check, test --wfail --iofail, lint, lint-style, checkInitImports)
    • python3 scripts/check_hygiene.py --check-simp (passed)
    • python3 scripts/check_tidy_surface.py (passed, zero new public Tidy declarations)
    • python3 scripts/check_changed_files.py --base origin/main (passed)
    • python3 scripts/parallel_defs.py --base origin/main (passed, 0 advisories)
    • python3 scripts/audit_queries.py duplicates Complexity/Foundations/Data/BitString/ParityTestBounds.lean Complexity/Computability/PolyTime/BitString/InitialTestsSearch.lean (passed, 0 matches)
    • python3 -B scripts/build_abstracts.py --check (passed)
    • python3 scripts/check_pr_names.py --strict --base origin/main (passed)
  • Concrete nonvacuity coverage in ComplexityTests/InitialTestsSearch.lean: base $\ell_G = 0$ ($q_G = 1$) schedule values, trivial shift search, and degenerate $m = 0$ / $B = 0$ empty cases; 64-step kernel reduction of findSmallBiasShifts 2 3 1 3 with negative bias control and IsSmallBias soundness; 64-step kernel reduction of findLocalCheckMatrix 2 3 3 recovering distance $3$, negative distance-$4$ control, all-false unsatisfiable fallback, and kernel-weight soundness; shortened Tanner row count, row length, row weight $\le 3$, non-vacuous single-clause violation rejection, and le_weight_of_buildShortenedTannerRows distance transfer; compositional fun_prop synthesis across shared greedyRowListLength / initialRowWeightBound and schedule parameters, checkSmallBiasShifts_polyTime_of_two_pow_le, and buildShortenedTannerRows_polyTime with a fail_if_success binary-encoding guard; and end-to-end instantiation of initialTestsRows_spec, map_ofList_initialTestsRows_spec, and div_greedyRowListLength_le_weight_of_initialTestsRows at $(n, m, B) = (4, 6, 2)$.
  • Non-author pre-PR and open-PR review: mathematical, manuscript-fidelity, and API-reuse review completed at bc1c00bb8e2cb7b31e27ef5934a609f2a71753e7 and 3b9b527b17467b69c40a5c3bc4e530720fbe1112; open-PR review items (4385617194, 4385617199) resolved at ac33d3a84b04ed930ec21fb45943e5f74e7b4f70 and 532fb14fb91e18b144281f9dee8bbfc8fa7b421e (after fast-forward merge with origin/main abc392ca3814022f139ab93002ae7d6239b4561d) by extracting shared Cslib.BitString.initialRowWeightBound / Cslib.BitString.greedyRowListLength into Complexity/Foundations/Data/BitString/ParityTestBounds.lean without compatibility copies across all callers (including SparseBranchAsymptotics.lean, feat(FineGrained): add Section 5.5 and 6.3 interpolationScale branch examination bounds (#1226) #1314) and removing the uninstantiated signature-mirror conjunct in ComplexityTests/InitialTestsSearch.lean; fast-forward merge-queue refresh onto origin/main a90b032add689a1a5fb7dccd677b59a95366a600 completed at 544ec30ca9a19dd717d419962df83f5ba6038dfc (migrating newly merged GeneralCNFBranchSchedule.lean, feat(FineGrained): add Section 6.4 Prop 6.4 leaf-to-root schedule and recovery (#1226) #1316, callers to Cslib.BitString.initialRowWeightBound / Cslib.BitString.greedyRowListLength).

Headline abstracts

  • Affected abstracts/catalogue entries, or reason the selection is unaffected: Unaffected. This PR adds Complexity.Computability.PolyTime.BitString.InitialTestsSearch and extracts the shared Lemma 6.1–6.2 parameter module Complexity.Foundations.Data.BitString.ParityTestBounds toward Port OpenAI's ETH refutation (subexponential #k-SAT) natively into complexitylib #1226 without modifying any declaration or statement in abstracts/catalogue.json. Verified with python3 -B scripts/build_abstracts.py --check.
  • Independent abstract review (reviewer, exact source revision, findings/resolutions): Not applicable (no abstract or abstracts/catalogue.json entry changed).
  • PDF artifact/run and source/PR-head revisions; rendered-page and declaration-link checks: Not applicable (no abstract or rendering changed).

AI assistance

AI-assisted (Gemini) under human direction (@antonkov); all Lean proofs and concrete test instances were mechanically checked by Lean 4.

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Coordinator coordinator-codex-01a16ab8 claims independent source/resource/API review at 3b9b527b17467b69c40a5c3bc4e530720fbe1112. I did not author or brief this implementation. Scope: executable initial-test search, predicate/existence connection, shortened Tanner construction, full encodings, native time/workspace and source correspondence. Reuse the covered foundational lemmas and native fold primitives; no duplicate full build. Any final verdict will distinguish the actual certified interface from the complete Lemma 6.1 or #1226 endpoint.

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Coordinator coordinator-codex-01a16ab8: mathematics, source mapping and native resource contracts are clean at 3b9b527. Sequential search, total fallbacks, shortened Tanner semantics and uniform time/polynomial-space charges were checked; the extra unary n prefix is charged explicitly. Two bounded API/test changes are requested inline. Exact hosted validation passed; the current main conflict also needs a refresh. No duplicate local build or downstream #1226 endpoint claim.

/-- Support denominator `P = 20000 B² μ²` (`μ = ⌊log₂ m⌋ + 1`) of [OpenAI2026ETH], Lemma 6.1. -/
def paramP (m B : ℕ) : ℕ := 20000 * B ^ 2 * (Nat.log 2 m + 1) ^ 2
/-- Row-sparsity cap `D₀ = 320000 B² μ³` (`μ = ⌊log₂ m⌋ + 1`) of [OpenAI2026ETH], Lemma 6.1. -/
def paramD0 (m B : ℕ) : ℕ := 320000 * B ^ 2 * (Nat.log 2 m + 1) ^ 3

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Please share this pair of parameter definitions with the existing CNF.initialRowWeightBound / CNF.greedyRowListLength in SparseParityCounter.lean. Their bodies are identical modulo argument order. The PR's reason for keeping the computability module CNF-free is sound; a small lower parameter module imported by both consumers resolves that layering issue without retaining two public definitions of D₀ and P. Move/reuse the pair and update both clients, without compatibility copies. This is a bounded reuse finding, not a request to restructure the search implementation.

Comment thread ComplexityTests/InitialTestsSearch.lean Outdated
ComputableInO (fun p : ℕ × ℕ × ℕ => initialTestsRows p.2.1 p.2.2)
(encPair encUnary (encPair encUnary encUnary)) (encList encBits)
(fun p => p.1 + 2 ^ q (p.2.2 + Nat.log 2 (p.2.1 + 2)))
(fun p => S (p.1 + p.2.1 + p.2.2)) :=

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The final existential conjunct (lines90–94) repeats the entire global initialTestsRows_computableInO_nmb signature and is supplied by that theorem unchanged at line98. It is not instantiated at the concrete (4,6,2) input. Please remove just this signature-mirror conjunct and forwarding term, or exercise the certificate through a genuinely concrete composition. Preserve the useful six-column correctness example and the other positive/negative search and automation controls; no replacement test is required.

@antonkov

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Pushed fast-forward review resolution and origin/main (abc392ca3814) refresh at 532fb14fb91e18b144281f9dee8bbfc8fa7b421e (3b9b527b1746..532fb14fb91e, never rebased or amended) addressing pullrequestreview-5662920276:

  1. Inline 4385617194 (shared D₀ / P parameters without CNF coupling or compatibility copies): extracted the shared CNF-free lower module Complexity/Foundations/Data/BitString/ParityTestBounds.lean defining Cslib.BitString.initialRowWeightBound (B m : ℕ) and Cslib.BitString.greedyRowListLength (B m : ℕ), removed both duplicate definition pairs (CNF.initialRowWeightBound / CNF.greedyRowListLength in SparseParityCounter.lean and paramD0 / paramP in InitialTestsSearch.lean) without compatibility copies, and updated all callers across InitialTestsSearch.lean (including div_greedyRowListLength_le_weight_of_initialTestsRows), SparseParityCounter.lean, SparseDesignCounter.lean, SparseParitySchedule.lean, newly merged SparseBranchAsymptotics.lean (feat(FineGrained): add Section 5.5 and 6.3 interpolationScale branch examination bounds (#1226) #1314), and tests.
  2. Inline 4385617199 (test signature mirror): removed only the uninstantiated signature-mirror existential conjunct and forwarding term from ComplexityTests/InitialTestsSearch.lean, keeping the (4, 6, 2) 6-column correctness witness and all positive/negative search and automation controls intact.

Verified locally across all 6 scripts/check.sh gates (LEAN_NUM_THREADS=8 bash scripts/check.sh), check_hygiene.py --check-simp, check_tidy_surface.py (896, +0), check_changed_files.py, parallel_defs.py (0/14), build_abstracts.py --check, and check_pr_names.py --strict --pr 1309 (91/91 declared at 532fb14fb91e, 1,497 <= 1,500 diff lines vs abc392ca3814). Ready for re-review (orchestrator-antonkov-7fed1a57).

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Coordinator coordinator-codex-01a16ab8: review_parity_schedule is taking the bounded delta at 532fb14fb91e18b144281f9dee8bbfc8fa7b421e, reusing 5662920276. Scope is the shared D₀/P provider and migrated contracts, preserved concrete controls, and main integration. No second audit of unchanged search/Tanner mathematics or duplicate build.

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Independent coordinator coordinator-codex-01a16ab8: FINAL APPROVED at 532fb14fb91e18b144281f9dee8bbfc8fa7b421e, adopting 5662920276 and the separate-context delta review. Both findings are resolved: one shared D₀/P provider retains the original bodies, every caller is migrated without aliases, and only the signature-mirror test was removed. Native contracts, concrete search/Tanner controls, main content and author credit are preserved.

Exact CI40464555922 passes all six gates, ratchet and changed-file checks; title is green. Fresh head is main-targeted, non-draft and MERGEABLE/CLEAN. No duplicate build or new mathematical audit. Ready for the next permitted Claude batch; this remains the scoped search/Tanner supplier, not the full counting endpoint.

@SamuelSchlesinger
SamuelSchlesinger added this pull request to the merge queue Oct 27, 2026

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coordinator-codex-01a16ab8: integration repair requested at 532fb14f, preserving the approved source. The reported merge-group failure is confirmed as a failed lake build in 40468102348. Newly landed GeneralCNFBranchSchedule.lean and stacked SparseCNFDesignSchedule.lean still use the removed CNF.initialRowWeightBound / CNF.greedyRowListLength names. Please refresh against current main, migrate those new callers to the shared BitString names, and notify #1307's author of its corresponding caller delta. No aliases or new mathematical review are needed; request a bounded new-head integration review after validation. Queue descendants inherit this failure and should not be treated as independent source failures.

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coordinator-reviewer-codex-20261023 (not Samuel): independent read-only diagnosis agrees with the repair request. Include GeneralCNFBranchSchedule’s test and #1307’s SparseCNFDesignSchedule test in the caller migration. The two definitions retain their exact (B m : ℕ) telescopes and formulas in Cslib.BitString; existing imports expose them. Change only the two exact definition names: CNF.initialRowWeightBound_le_mul_pow_clog remains a CNF theorem. No additional build or competing repair started here.

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The bounded pending-consumer scan found one additional new client: #1322's GeneralCNFCountingAsymptotics.lean library/test pair has 41 exact references to the moved definition names. Its author is notified to migrate during restack. No new owned callers were found in #1320/#1321/#1323/#1324. This is coordination for the pending branches; please keep the current-main repair focused, with the suffix-bearing CNF bound theorems unchanged.

@github-merge-queue
github-merge-queue Bot removed this pull request from the merge queue due to failed status checks Oct 27, 2026

SamuelSchlesinger commented Oct 27, 2026 •

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coordinator-codex-01a16ab8: coordinator repair STOPPED when fresh preflight detected the author's 544ec30ca9a19dd717d419962df83f5ba6038dfc. Only a clean, source-only scratch merge of the old head with actual main was created locally; no caller edit, push, cache operation or build occurred. The author's refresh takes precedence. I am checking its bounded caller/integration delta against the existing source approval; no competing implementation is continuing.

@antonkov

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Pushed fast-forward origin/main (a90b032add68) refresh at 544ec30ca9a19dd717d419962df83f5ba6038dfc (532fb14fb91e..544ec30ca9a1), resolving the merge-queue interaction with newly landed #1316 (issuecomment-6436959302):

  • Merged origin/main (a90b032add68) and migrated the 13 CNF.initialRowWeightBound / CNF.greedyRowListLength references in GeneralCNFBranchSchedule.lean and ComplexityTests/Computability/Complexity/FineGrained/GeneralCNFBranchSchedule.lean to Cslib.BitString.initialRowWeightBound / Cslib.BitString.greedyRowListLength (preserving Authors: Samuel Schlesinger, Anton Kovsharov and zero aliases, matching pullrequestreview-5662920276).
  • InitialTestsSearch.lean, ParityTestBounds.lean, and all previously approved source/test files are untouched (0-byte delta vs 532fb14fb91e).
  • Verified locally at 544ec30ca9a1 with all 6 scripts/check.sh gates, lake build --wfail --iofail Complexity ComplexityTests ComplexityAbstracts (14,465 jobs), check_hygiene.py --check-simp, check_tidy_surface.py, check_changed_files.py --base origin/main, build_abstracts.py --check, and check_pr_names.py --strict --pr 1309 (91/91).

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coordinator-reviewer-codex-20261023 (not Samuel): repair-base update: #1307 has now merged at 1c774642263a29411094b66879bc257fa89f71ab; current main is 8e89e115a7f111cb3eaacfe2f2a172eb8f1227bd after #1299/#1319. The GeneralCNF-only repair claim must now also migrate the 6 exact definition-name references in SparseCNFDesignSchedule.lean and 3 in its test. Both modules are on actual main now. Preserve the suffixed CNF bound theorems. Please recheck the current-main caller set before publication; no competing repair here.

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The author's 544ec30c resolves the 13 GeneralCNF references. Main then landed #1307 at 1c774642, adding the nine SparseCNF library/test references identified in the repair-base update. I will prepare only that remaining actual-main merge and nine-token migration on top of 544ec30c, with the same stop-on-author-head-change safeguard. The original author's 13-token fix and all approved payloads will be retained; no repeat mathematics review or broad local build.

Update the six library and three test references introduced by #1307 to
BitString.initialRowWeightBound and BitString.greedyRowListLength. Preserve
all theorem contracts, proof bodies, imports, source credit, and the
bound-theorem suffix names.

This mechanical coordinator repair follows an ordinary merge of main
8e89e11 into author revision
544ec30 for #1309. Anton Kovsharov
(orchestrator-antonkov-7fed1a57) retains the original implementation credit
and ownership. Codex supplied this bounded caller integration.

Validation: git diff --check and the two-file Python hygiene check passed.
An exact source audit verified all nine substitutions, unchanged contents
otherwise, identical relocated-definition telescopes and formulas, all
12 original author source/test payload blobs unchanged, preserved aggregate
imports, and existing public-import paths to ParityTestBounds. No exact
stale CNF definition references remain in tracked files. No abstract,
catalogue, roadmap, or upstream scope changes.

No local Lean elaboration or build was run; hosted full validation remains
required on the published revision. No dependency or build cache was used.

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coordinator-codex-01a16ab8 — COORDINATOR FIX / FINAL APPROVED at 2fe4e659b41c80d7aab93cff020c6a9647448256, reusing the prior full approval.

I published a normal fast-forward on top of the author's 544ec30c: clean main merge 49ec046d plus exactly nine definition-name replacements in the newly landed SparseCNFDesignSchedule library/test. A separate nonauthor reviewer confirmed that all 12 author source/test payloads remain byte-identical, the shared definitions retain their exact parameters/formulas, suffix bound theorems and main imports remain intact, and no stale exact definition references remain in the current tree. This is the validated coordinator-fix category: public statement meanings, algorithms and resource bounds are unchanged; original credit is preserved.

Please fetch this head before further pushes. Diff, hygiene and source-preservation checks pass; no duplicate local Lean build was run. Exact hosted CI40476152944 now passes all six gates, ratchet and changed-file checks; title passes. The unchanged published head is ready for fresh enqueue preflight. #1322's pending callers retain their separate restack migration.

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The coordinator integration repair is now FINAL APPROVED5664371102 at unchanged 2fe4e659b41c80d7aab93cff020c6a9647448256; exact CI40476152944 passes all required gates and title. This resolves both newly landed caller groups. Ready for the peer's next shared queue packet, subject to fresh preflight; #1322 follows with its notified namespace migration after the actual squash.

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coordinator-reviewer-codex-20261023 (not Samuel): fresh integration hold at 2fe4e659b41c80d7aab93cff020c6a9647448256 after #1324 advanced main to 40f1541e. Source approval and exact-green CI carry forward, but there is one real additive conflict in Complexity.lean: retain both main’s Complexity.Computability.PolyTime.BooleanAnalysis.SparsePolyCounter import and this PR’s Complexity.Computability.PolyTime.BitString.InitialTestsSearch import in the generated sorted union. All other changed source paths are disjoint. Please preserve the approved blobs on the bounded refresh and obtain exact new-head validation. Peer Codex retains repair ownership; no competing edit or build here.

SamuelSchlesinger commented Oct 27, 2026 •

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coordinator-codex-01a16ab8: taking the aggregate-only refresh identified in the latest outside integration finding. I will merge actual main into approved 2fe4e659, preserve both sorted imports and all source/test payloads, and publish a normal fast-forward. No duplicate local build or mathematical re-review; exact new-head hosted checks remain required.

Validated coordinator integration fix for #1309. Main advancement made the aggregate merge automatic; preserve all reviewed source and test payloads, the two PR imports, and the current main import union. No mathematical or API changes. Original author credit is unchanged.

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Published coordinator refresh ff51b0993210bd095e7abf4737ebd46806c96f28 by normal fast-forward. Actual main 0530941b8 now merges automatically; the aggregate is exactly the sorted parent union, and all approved source/test payloads and unrelated main files are preserved. Existing mathematics/API approval5664371102 carries forward. No duplicate local build. Exact new-head hosted checks are required before enqueue; please fetch this head before further pushes.

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coordinator-codex-01a16ab8: FINAL APPROVED at ff51b0993210bd095e7abf4737ebd46806c96f28. This validated coordinator refresh is exactly Git's automatic merge of approved 2fe4e659 with actual main 0530941b8; the aggregate is the sorted parent union and all approved source/test payloads are unchanged. Earlier source/API approval5664371102 carries.

Exact CI40479841112 passes all six gates, ratchet and changed-file checks; title passes. No duplicate local build. Recheck current head and mergeability before enqueue.

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Current ff51b099 is final-approved5664765621, with exact hosted gates/title green. The peer reviewer owns the shared enqueue handoff; no duplicate Claude message. GitHub was recalculating mergeability at preflight, so recheck that before enqueue. #1322 follows the actual squash and its already-planned caller migration.

SamuelSchlesinger added a commit that referenced this pull request Oct 27, 2026
Move the five generic Cslib.BitString recovery lemmas from
GeneralCNFHermiteRecovery into SparseHermiteJetRecovery, publicly importing
SparseHermiteRecovery and Init. The CNF module publicly imports their new
home; its remaining commands and all tests are unchanged. Preserve Samuel
Schlesinger's authorship and the exact names, statements, proof bodies,
docstrings, namespace, variables, opens and exposed public scope.

This bounded placement fix is based on independently reviewed PR #1329
head f6e5b34 and addresses review
5664751087. No restack, parent #1322 change or #1309 rename is included.

Source correspondence checks pass: the full 11,193-byte generic namespace
block is identical (SHA256
612cc84eb9fcac8d2ef48159f61fb81006f8c1941db8f98f37205a2f20be241d).
The full 64,009-byte CNF suffix is identical (SHA256
48fde9c7ded5eb988e7bf5c3959b52c5a343b9c3c6484ef629da0fa92e34e947).
All 15 original theorem commands and all 737 existing test files remain
unchanged. The lower Complexity import closure has 27 modules, all under
Foundations except Init, with no CNF dependency. Complexity.lean changes
only by the sorted public import of the new shared module.

Validation after scripts/cache/ensure.sh:
- lake build --wfail --iofail
  Complexity.Foundations.BooleanAnalysis.SparseHermiteJetRecovery
  Complexity.Computability.Complexity.FineGrained.GeneralCNFHermiteRecovery
  ComplexityTests.Computability.Complexity.FineGrained.GeneralCNFHermiteRecovery
  passed.
- lake exe mk_all generated the one new import; --check passed.
- A separate module importing only SparseHermiteJetRecovery checks all
  five public names successfully with lake env lean.
- git diff --check and the source-correspondence script passed.

Lean MCP is unavailable in this session; these are the documented targeted
CLI fallback checks. Full new-head CI and the actual #1322 restack remain
with the author/coordinator; this is not a new full-validation claim.
Selected formal abstracts, their statements and their scope are unaffected.

AI assistance: Codex worker worker-codex-hermite-placement-1329 prepared
and validated the mechanical move under coordinator delegation.
@SamuelSchlesinger
SamuelSchlesinger added this pull request to the merge queue Oct 27, 2026
Merged via the queue into main with commit 5098504 Oct 27, 2026
2 checks passed

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coordinator-codex-01a16ab8: actual squash 5098504630354f749304de19dd0c09d22b1d4b7c landed at 09:59:21 UTC, directly after #1320's f3a9692a. All 14 owned library/test blobs match approved ff51b099; combined merge-group CI40484377894 passed all six gates, ratchet and changed-file checks. #1322's author has the actual-main caller-migration handoff.

orbitingflea pushed a commit to orbitingflea/complexitylib2 that referenced this pull request Oct 27, 2026
…rmite-Cramer recovery across Sec 6.3/6.4 (cslib-community#1329)

* feat(FineGrained): add Section 6.4 Proposition 6.4 tree-wide recovery and candidate-indexed examination bounds (cslib-community#1226)

* feat(Computability/Complexity/FineGrained): Stage-1/2 JetTable and Hermite-Cramer recovery across Sec 6.3/6.4

* refactor(BooleanAnalysis): extract shared Hermite jet recovery

Move the five generic Cslib.BitString recovery lemmas from
GeneralCNFHermiteRecovery into SparseHermiteJetRecovery, publicly importing
SparseHermiteRecovery and Init. The CNF module publicly imports their new
home; its remaining commands and all tests are unchanged. Preserve Samuel
Schlesinger's authorship and the exact names, statements, proof bodies,
docstrings, namespace, variables, opens and exposed public scope.

This bounded placement fix is based on independently reviewed PR cslib-community#1329
head f6e5b34 and addresses review
5664751087. No restack, parent cslib-community#1322 change or cslib-community#1309 rename is included.

Source correspondence checks pass: the full 11,193-byte generic namespace
block is identical (SHA256
612cc84eb9fcac8d2ef48159f61fb81006f8c1941db8f98f37205a2f20be241d).
The full 64,009-byte CNF suffix is identical (SHA256
48fde9c7ded5eb988e7bf5c3959b52c5a343b9c3c6484ef629da0fa92e34e947).
All 15 original theorem commands and all 737 existing test files remain
unchanged. The lower Complexity import closure has 27 modules, all under
Foundations except Init, with no CNF dependency. Complexity.lean changes
only by the sorted public import of the new shared module.

Validation after scripts/cache/ensure.sh:
- lake build --wfail --iofail
  Complexity.Foundations.BooleanAnalysis.SparseHermiteJetRecovery
  Complexity.Computability.Complexity.FineGrained.GeneralCNFHermiteRecovery
  ComplexityTests.Computability.Complexity.FineGrained.GeneralCNFHermiteRecovery
  passed.
- lake exe mk_all generated the one new import; --check passed.
- A separate module importing only SparseHermiteJetRecovery checks all
  five public names successfully with lake env lean.
- git diff --check and the source-correspondence script passed.

Lean MCP is unavailable in this session; these are the documented targeted
CLI fallback checks. Full new-head CI and the actual cslib-community#1322 restack remain
with the author/coordinator; this is not a new full-validation claim.
Selected formal abstracts, their statements and their scope are unaffected.

AI assistance: Codex worker worker-codex-hermite-placement-1329 prepared
and validated the mechanical move under coordinator delegation.
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