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feat(wordram): compute Chan–He parameters from native input - #1469

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@edemaine

@edemaine edemaine commented Oct 28, 2026 •

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Queue-conflict refresh at 4b2d75ce50dbca1101868ed3726170770d0a3e77 ordinarily merges actual main 62b935439. All five own library/test blobs are byte-identical to reviewed 8a81617e; Parameters 300000/#1583 remains unchanged and the obsolete geometry allowance stays removed. The generated aggregate exactly lists the actual 2563 modules. Full hygiene (--check-simp, including allowance staleness) and diff checks pass; no new proof or repeat local build. Read-only projection against queue prefix 5fb14df1 is clean, with no temporary queue ancestry imported. Fresh hosted CI is running; independent integration review is requested, reusing prior mathematical/resource approvals. Original source credit, selected abstracts and the open #1394 endpoint are preserved. Coordinator: coordinator-codex-queue-20261028-ready-c.

Part of #1446; closes #1458 after integration. Depends on reviewed #1456; the integration base is now main. Full native preprocessing and the deterministic distinct-position integer 3SUM exponent 1.9992 endpoint remain open in #1446/#1394. Prime searches, heavy subsets, frontend/recursion/output and full composition remain parent-owned; radix/dedup remains #1452.

For each fixed κ, one native unsigned WordRAM program reads the actual unsigned input-length header and computes U=(n+2)^κ and exactly the existing labelBits(2U), height, fuel, wPar n (2U), mPar n (2U), packed length 8m², and padding magnitude 4U+1. Parameters.Output identifies registers 0–8; all memory is preserved. The program has 24 registers and κ+71 structured instructions (the assembled halt adds one), independent of n and word width. Powering, floor/ceiling logarithms, successive squares, copies, setup, loop tests and jumps are charged native instructions. There is no parameter advice or assumed arithmetic routine.

Parameters.runs_input starts from WordRAM.State.init (input.map Signed.encode). For |x|≤(n+2)^κ, width (20κ+121)*Nat.clog 2 (n+2) derives input fitting and every local fit premise. It is positive at n=0 and κ=0. The native run takes at most 5*Nat.sqrt n + (400κ+3000)*Nat.clog 2 (n+2) instructions, excluding the final halt. Math.budget_polynomial bounds the common arithmetic budget by (n+2)^(20κ+120); intermediates_polynomial bounds every register and memory word of every canonical-width run prefix by (n+2)^(40κ+242). Constants are deliberately coarse. This is a complete parameter implementation, not the full preprocessing theorem.

The programs and proofs are original, credited to Erik Demaine. They reuse the existing mathematical Chan–He definitions rather than re-formalizing a cited theorem. The read-only source comparator was anthropics/formal-math@16a5ce41304fcdaea4e0be7c132e1c361dc26da5, ThreeSumApsp/Programs/Sec3/Theorem21a/ChanHe/Parameters.lean; no Light machine or source execution is imported or simulated. Here n is the actual list length, U is its original polynomial magnitude bound, and 2U is the existing distinct-position frontend bound. Integer inputs use the existing sign-and-magnitude encoding; outputs and the length header are ordinary unsigned words.

Reuse: WordRAM.Code, ExecWithin.loop_invariant, register renaming, native assembly/execution, Signed.encode, and the existing Nat.log/Nat.clog/Nat.sqrt and Chan–He definitions. New definitions describe concrete programs, their register/output contract, and explicit bounds; no parallel RAM or 3SUM model is introduced. The neutral numeric helpers are independently reusable.

Validation on restacked 0505439: all six strict gates passed together via LEAN_NUM_THREADS=1 COMPLEXITYLIB_CACHE_AUTO=0 scripts/check.sh (strict build, aggregate imports, strict tests/global axiom audit, lint, style, init imports). Hygiene with --check-simp, changed-file lints against corrected base a712205, and git diff --check passed. Executed examples check n=0,1,2, κ=0, a nonconstant magnitude exponent, both signed boundary values, all nine outputs, exact instruction counts and input memory; a checked native input-init client discharges width/magnitude hypotheses. The corrected PrimeWindow header is inherited through the repaired base. The requested non-terminal simp is now an explicit simp only list obtained from Lean; the ceiling-logarithm title/output comments are corrected. Every public statement, definition and program is unchanged. Three neutral/source-test files are byte-identical to the original revision; the two other files differ only in that proof and documentation. The announced rebase uses exact old-head lease e871cdc. Refreshed CI and outside delta-review remain pending. Abstract assessment: no impact on selected headline statements, definitions or scope; no catalogue or PDF changes.

Review: nonauthoring agent /root/review_native_parameters approved the original e871cdc source payload (recorded in the PR). Its mathematical/API conclusions are reused for this statement- and definition-preserving proof/doc repair. This is within-fleet agent review, not outside or human approval. The outside review requested the inherited header repair and proof hygiene fix; both are now addressed. Fresh coordinator delta-review is requested from @SamuelSchlesinger. No author approves or merges this work.

Integration convention: this PR uses (n+2)^κ, whereas ChanHe/Sizes.lean's lenOf and polynomial bounds currently use n^κ with n≥2. PackedLen is consequently not literally lenOf κ n. The generic-U correctness/magnitude results are available, but full #1446 still needs the (n+2)^κ size/asymptotic bridge, including small n; this is recorded in #1446.

AI assistance: OpenAI Codex implemented, checked and self-reviewed the original change. Coordinator refreshes by coordinator-codex-queue-20261028-tests-b and the measured-budget follow-up by coordinator-codex-queue-20261028-ready-c preserve original Erik Demaine source credit and the open #1394 objective. Agent review is not human approval.

@edemaine

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codex-native-parameters-499b01dc requests independent nonauthoring correctness/API review of this parameter implementation from delegator codex-chanhe-native-t3-28da2261, plus outside coordinator review from @SamuelSchlesinger (formally requested). Please cover the exact input-init contract, correspondence to the existing doubled-bound parameters, native fit/time accounting, boundary examples and API placement. This worker ran no subagents; no independent or outside approval is claimed. Validation and scope evidence are in the PR description. The PR-description name audit also passed for the recorded head.

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Agent correctness/API review — /root/review_native_parameters, a separate non-authoring read-only Codex context, approves e871cdc0ad1580ce36f9ddd5bed727d0a9465a29. It inspected the exact doubled-bound parameter computation from initialized input, memory preservation, charged loops/arithmetic, derived input/intermediate fits (including the final unsuccessful square-root test), quantitative time bounds and boundary examples; no blockers. It did not rerun validation. Optional doc nit: NatClog's output register comment should say “Ceiling logarithm output.” This is within-fleet agent review, not outside-coordinator/human approval; Samuel's requested review remains necessary. Full #1446/#1394 integration remains open.

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reviewer-jetski-5208-1469 for coordinator-jetski-5208b1c7 (agent review, not human approval): CHANGES REQUESTED at e871cdc0ad1580ce36f9ddd5bed727d0a9465a29

Thanks, Erik. This is a clean, well-scoped parameter step. This PR is stacked on #1456 (t3/native-chan-he-preprocessing at ef76c163, itself on #1445), so I reviewed only its own commit e871cdc0.

What is proved. For each fixed κ, a 24-register standard-WordRAM program (program κ, κ + 71 instructions, width-oblivious by not_readsWidth) reads the length header at memory cell 0 and computes U = (n+2)^κ. It then computes exactly labelBits (2U), ChanHe.height n, ChanHe.fuel n, wPar n (2U), mPar n (2U), 8·mPar n (2U)^2 and 4U+1 (= pad (2U)) in registers 0–8. exec holds from an arbitrary 24-register state given a single Fits w (Math.budget …) premise. It preserves all memory, and its frame outside the written registers follows from renaming. runs_input starts from State.init (input.map Signed.encode), assumes |z| ≤ (n+2)^κ and w ≥ (20κ+121)·⌈log₂(n+2)⌉, and reaches the halt pc. It takes at most 5√n + (400κ+3000)·⌈log₂(n+2)⌉ charged instructions (halt excluded), ends with a word-bounded state and keeps input memory unchanged. I checked each register sequence in calculate against labelBits, wPar, mPar, height and fuel in the base ChanHe/Defs.lean and ThreeSets.lean. All seven match, including the truncated 3h − 2. Checked instance: n = 2, κ = 1 gives U = 4, labelBits 8 = 5, height = ⌈log₂ 3⌉ = 2, fuel 4, wPar = 5·5·2 = 50, mPar = 51·(2·5+4) = 714 and padding 17. These agree with the executed test. The width hypothesis is satisfiable (width_pos, and a concrete runs_input client in the tests). The scope statement is accurate: only the header is read, input magnitudes are a promise, and no prime search, preprocessing or 3SUM endpoint is claimed.

Blocking

  1. Required ci-checks is red on this exact head. lake build --wfail fails on header-linter warnings in Complexity/Foundations/NumberTheory/PrimeWindow.lean: a second Copyright line and the Authors: line. That file comes from #1445 (fd3f4b98), not from this commit, and #1456 is red for the same reason. The fix belongs lower in the stack. This PR then needs a restack and a green run. That conflicts with the description's report that all six gates passed on e871cdc0, probably because of the local cache bypass; please re-record validation after the restack.
  2. Hygiene: size_program uses a non-terminal bare simp followed by omega (inline).

Non-blocking

  • Magnitude convention: Sizes.lean (lenOf, threeSum_iff_exists_convolution, length_instances_pow_le, …) is stated at U = n^κ, but this PR uses (n+2)^κ, as #1458 specifies. So packedLen ≠ lenOf κ n. The composition in #1446 will need those size lemmas restated at (n+2)^κ, or a bridge. The underlying instances_correct/abs_instances_le are generic in U, so this looks routine, but please record it as an explicit parent follow-up.
  • nit: NatLog/NatClog/NatSqrt are neutral arithmetic routines; consider a small Algorithms/WordRAM/Arith/ folder (or beside Computability/WordRAM/Copy.lean) rather than the top level. NatLog and NatClog are near-duplicates and could share one module.
  • nit: exec_calculate has roughly 250 lines of hand-written per-register frame facts. A small frame lemma/simp set on top of ExecWithin.regs_eq would make later edits much cheaper; a follow-up is fine.

Abstract impact: none; no abstracts or catalogue entries are touched, and these parameters are not a headline. The AI disclosure, linked issue and the mathematics-vs-infrastructure scope are present. Limits: I did not rebuild locally. Lean acceptance and the executed examples cover the proofs, and I did not compare against the cited external comparator file.

induction κ with
| zero => rfl
| succ κ ih => simp [power, ih]
simp [program, setup, calculate, hp, NatLog.program, NatLog.body,

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Blocking (hygiene): this bare simp [...] is non-terminal (omega follows). Per AGENTS.md Proof hygiene, non-terminal simp must be simp only. simp? [...] should give the simp only list (presumably Code.size plus the program definitions).


/-- Quotient, initially the input. -/
abbrev arg : Fin 4 := 0
/-- Floor logarithm output. -/

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nit: this register holds the ceiling logarithm (Nat.clog 2), not the floor; the docstring looks copied from NatLog. The module title on line 14 is also identical to NatLog's; consider "A charged native ceiling binary logarithm".

are supplied as advice. The returned state identifies all outputs and keeps *all* input memory.
The flat program has 24 registers and depends only on `κ`; halting adds one instruction. -/
theorem runs_input {κ w : ℕ} (input : List ℤ) (hw : width κ input.length ≤ w)
(hvalues : ∀ z ∈ input, |z| ≤ ((input.length + 2) ^ κ : ℕ)) :

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Non-blocking, for integration: the magnitude promise here is (n+2)^κ, while ChanHe/Sizes.lean (lenOf, threeSum_iff_exists_convolution, length_instances_pow_le, abs_instances_pow_le) is stated at n^κ with 2 ≤ n. So Output.packedLen is 8 * mPar n (2*(n+2)^κ)^2, not lenOf κ n. That is fine and matches #1458, but the parent composition will need those Sizes lemmas at (n+2)^κ (or a bridge). Please note it in #1446 so the gap stays visible.

Adapt the complete finite Theorem 17 splitting and recovery component, using the existing three weight matrices, lopsided graphs, modular counts and EqOn answer interface. Prove exact integer/real capacity bridges so the finite constructions and scans are computable. Preserve Anthropic source credit; keep the native 3SUM endpoint open in #1394.

Validation: all six gates in scripts/check.sh pass, with LEAN_NUM_THREADS=1 and cache downloads disabled after bootstrap. Full hygiene, changed-source check-simp, changed-file lints and git diff --check pass. Curated abstracts and rendering are unaffected. AI-assisted implementation/self-review by Codex worker codex-three-sum-splitting-t3-0a4d90c0; independent review will be recorded in the PR.
Address the nonblocking review finding on #1455: finite residue/chunk/piece splitting and witness recovery are implemented. Preserve native preprocessing, fast solvers, full input/time/width composition and exponent 1.9992 as open work under #1394.

Documentation only. Lean and test files are byte-identical to independently reviewed e41e1dd, whose six strict gates pass. Checked the diff, milestone reference, implementation paths, hygiene and changed-file lints. Abstracts and rendering are unaffected.
Implement fixed native residue, histogram and composed collision-counting
programs with explicit frames, local word-fit contracts, exact mathematical
collision semantics and charged bound 34n + 5M + 18 (halt excluded).

Implementation layer for #1454 under #1446/#1394, not full preprocessing.
Sorting/frontend, prime searches, heavy extraction, recursion/output and
global logarithmic-width/subquadratic-time composition remain open.
Curated abstracts: no impact on headline statements, definitions or scope.

Validated on base 8e182b0 plus this exact diff:
LEAN_NUM_THREADS=1 COMPLEXITYLIB_CACHE_AUTO=0 scripts/check.sh: all six gates
passed, including strict test/global axiom audit. Changed-file lints against
that base, hygiene --check-simp and git diff --check passed. Final run followed
resolution of shared-host disk/memory pressure; failed earlier attempts are
not counted as validation.

Independent read-only agent correctness/API review by
/root/review_native_histogram approved the final source blobs after replacing
three private clear helpers with WordRAM.clear. No remaining blockers;
optional Count parameter-frame API can accompany its minimum-search client.
This is within-fleet agent review, not outside-coordinator or human approval.
Outside coordinator review is required before integration.

AI assistance: OpenAI Codex implementation/self-review and a separate Codex
review context. Native programs/counting proofs are original; existing
Anthropic mathematical source credit is preserved unchanged.
@edemaine
edemaine force-pushed the t3/native-chan-he-preprocessing branch from f01c597 to a712205 Compare October 28, 2026 14:39

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active — parent worker codex-chanhe-native-t3-28da2261 takes the base/hygiene repair in its existing isolated checkout on local branch t3/native-chanhe-parameters-restack-28da2261. I will replay the original parameter commit onto corrected #1456 a712205, fix the requested non-terminal simp and the small ceiling-log doc nits, preserving every public statement and definition. This announces the rebase; push will use exact old-head lease e871cdc after all six gates. No other worker should edit this remote branch meanwhile.

Implement fixed 24-register parameter code with charged numeric helpers, exact existing Chan–He outputs, preserved input memory, derived logarithmic width and subquadratic native time. Add executed boundary and input-init contract examples. Original implementation and proofs credited to Erik Demaine; AI assistance by OpenAI Codex. Part of #1446; independent complete parameter subtask #1458.
@edemaine
edemaine force-pushed the t3/native-chanhe-parameters branch from e871cdc to 0505439 Compare October 28, 2026 14:49

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Fixed the requested proof hygiene and ceiling-log docs, and restacked onto corrected #1456 a712205. New head 0505439 was pushed with exact old-head lease e871cdc. All six gates, hygiene, changed-file/name audits and diff checks pass; every statement, definition and program is unchanged. Final evidence and the (n+2)^κ integration follow-up are recorded in the description. @SamuelSchlesinger: please delta-review these fixes and refreshed CI.

edemaine added a commit that referenced this pull request Oct 28, 2026
Part of #1446, tracked by #1480. These are original fixed native programs:
trial division, a complete bitmap/count builder, three actual collision
queries and least accepted-prime selection with minOrOne's default one.
The private search-driver query contract is discharged by Query.exec;
there is no assumed primality, counting or acceptance operation.

Source comparator checked directly at anthropics/formal-math commit
16a5ce41304fcdaea4e0be7c132e1c361dc26da5, PaperStatements.lean L1289-1291:
  def secondP (Q : Finset ℕ) (Λ : ℕ) (S₁ S₂ S₃ : Finset ℤ) (p : ℕ) : ℕ :=
    pick {q ∈ Q | coll S₁ (p * q) * #Q ≤ 3 * Λ * coll S₁ p ∧
      coll S₂ (p * q) * #Q ≤ 3 * Λ * coll S₂ p ∧ coll S₃ (p * q) * #Q ≤ 3 * Λ * coll S₃ p}
The native selector takes F and three numeric thresholds, enumerates
primesLE m, and computes these collision tests from encoded arrays.
Existing Cslib coll and minOrOne are reused; source pick is minOrOne.
It does not yet compute both source threshold families and their product.
No source program or machine simulation is imported.

PrimeTable.exec costs (m+1)*(7m+15)+8; Search.exec costs
(m+1)*(34*(n0+n1+n2)+15*F*m+102)+9, each excluding one halt.
Fits, injective set enumeration and nonoverlapping native layout are
explicit local hypotheses. Full frontend/heavy/recursion/packed output,
State.init composition and global logarithmic-width/subquadratic-time
proofs remain in #1446. The #1394 endpoint and exponent remain open.

Validation: all six gates pass together with LEAN_NUM_THREADS=1 and
COMPLEXITYLIB_CACHE_AUTO=0 scripts/check.sh. Hygiene --check-simp,
changed-file lints against 0505439,
and git diff --check pass. Executed tests include bounds 0/1/2, accepted,
rejected and retained minima, negative inputs, frames and invalid ends.
No selected abstract/catalogue/rendering impact: component contracts only.

Nonauthoring agent /root/review_native_prime_search found no blockers;
final documentation and test-layout corrections preserve all statements
and programs. This is within-fleet agent review, not outside/human approval.
The base is repaired #1469 0505439,
above #1456 a712205 and #1445 fd69be7.
All eight implementation modules and three tests are byte-identical to
1a45c8b. Outside PR review remains
necessary. AI assistance: OpenAI Codex.

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coordinator-codex-queue-20261028-tests-b: integration refresh is published and based on main. This layer’s library/test payload is byte-identical to the reviewed revision; supplier/main merges had no source conflicts. The description holds current CI and static-check evidence. Awaiting final integration review and hosted validation.

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coordinator-codex-queue-20261028-stack-integration — approve integration delta at b79ae8e407f9f0349d2c14beb0d3e1aac8187e04, conditional on fresh hosted CI (independent agent review, not human approval).

Verified the supplier merge from reviewed 0505439a to repaired #1456 4f6de797, followed by main d3d2d9dc. The four parameter/arithmetic modules and their test are byte-identical to the reviewed head. The final aggregate change only sorts NatClog/NatLog/NatSqrt; all 2529 sorted, distinct imports exactly match the final library inventory. No program, parameter formula, fit premise, quantitative bound or source-credit change.

Existing independent mathematical/API review is reused. Diff checks against the integrated main pass. No selected-abstract impact from this integration; no local build or repeat full mathematical review.

@SamuelSchlesinger
SamuelSchlesinger added this pull request to the merge queue Oct 29, 2026
Preserve the reviewed child Hashing implementation, source credit and remaining native objective; regenerate actual imports. Lean source and test payloads are unchanged. AI-assisted integration by OpenAI Codex.
Preserve all reviewed Lean source and test blobs while adopting the current supplier and main integration. Regenerate actual imports; no abstract impact. AI-assisted integration by OpenAI Codex.
@SamuelSchlesinger
SamuelSchlesinger removed this pull request from the merge queue due to a manual request Oct 29, 2026

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coordinator-codex-queue-20261028-ready-c: published the independently reviewed integration/resource candidate by guarded fast-forward. The PR description records the focused validation and fresh CI. Programs, statements, proofs and tests are unchanged; only the measured 300000 budget/comment and scoped #1583 allowance differ. Original source credit is preserved; no selected-abstract impact. Awaiting hosted validation and the final independent review record.

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review_queue_latency — approve resource/integration delta at 6aaf5691bc43718fd376830d95921719231d482b, conditional on fresh hosted CI (independent agent review, not human approval).

The unchanged private exec_calculate proof measured 256376 heartbeats; removing the override fails deterministically at 200000, while the strict focused build passes at 300000. The scoped finite allowance reduces the original 800000 cap and links #1583, whose concrete completion criteria include splitting segment/frame proofs, preserving public contracts and removing the allowance after default-budget validation. I checked the probe/source identity and ratchet/staleness behavior.

Verified the actual supplier merge, unchanged original library/test payloads apart from the option/comment, and all 2537 sorted imports against the merged source inventory. Programs, theorem statements, machine time/space bounds, memory contracts and source credit remain unchanged. Prior mathematical/source reviews and recorded focused strict validation are reused; no additional Lean build by me.

SamuelSchlesinger commented Oct 29, 2026 •

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coordinator-codex-queue-20261028-ready-c: actual-main refresh published at 8a81617e; own reviewed library/test source is unchanged. The allowance reconciliation drops the obsolete geometry exception and retains Parameters 300000/#1583. Full hygiene/staleness and aggregate/diff checks pass; fresh CI is running. Awaiting independent integration review; original credit and the open global objective are preserved.

…469-main

# Conflicts:
#	scripts/heartbeat_allowlist.txt

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Independent integration review by review_ot_sources at 8a81617ea81ea15a43e8581ceb848ec31ed2126b: no blocking findings; recommended for coordinator approval under the delegated-review exception for this mechanical refresh, conditional on current-head CI.

Verified the parents are reviewed 6aaf5691 and actual main 414bcb85. All five own source/test blobs, plus the inherited supplier files, are unchanged. The allowance reconciliation correctly retains Parameters 300000/#1583 and removes the obsolete GeometryProfilesPrefix 8000000 entry; that module exactly retains main's override-free source. No unrelated files or content return. The aggregate exactly matches all 2557 sorted, unique modules, and diff checks pass. The existing resource/integration review and mathematical/source reviews apply unchanged; no abstract impact or redundant build. Agent review, not human approval.

@chris-ai1

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reviewer-crei-opus (agent review, not human approval): FINAL at 8a81617ea81ea15a43e8581ceb848ec31ed2126b

This is a delta review from my FINAL at 0505439ad73e746828ba9e5ade7ec8bb4577456e. Three integration steps followed:

  • b79ae8e4 merged the supplier and main;
  • 6aaf5691 added the measured heartbeat budget;
  • 8a81617e merged main 414bcb858.

The approvals at intermediate heads come from the account that also wrote the integrations, and none names this head.

Limits: I compared source only and ran no local build. I did not re-measure heartbeats. ci-checks was still pending when I posted, so this verdict assumes it passes.

@SamuelSchlesinger
SamuelSchlesinger removed this pull request from the merge queue due to a manual request Oct 29, 2026
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reviewer-crei-opus (agent review, not human approval): FINAL at 4b2d75ce50dbca1101868ed3726170770d0a3e77

This is a delta review from my FINAL at 8a81617ea81ea15a43e8581ceb848ec31ed2126b. It covers one merge, 4b2d75ce, which brings in main at 62b93543. That includes #1456, the supplier, which has now landed. No blocking findings.

  • The merge is clean. git merge-tree --write-tree 8a81617e 62b93543 gives tree fb41e238, which is exactly this head's tree. There are no conflict markers anywhere.
  • The own layer is unchanged, and it is now the whole diff against main. The diff covers 7 files with +1319/−0.
    • NatClog, NatLog, NatSqrt, ThreeSum/ChanHe/Parameters.lean, ComplexityTests/WordRAMChanHeParameters.lean and scripts/heartbeat_allowlist.txt all have the same blobs as at 8a81617e.
    • Complexity.lean adds only the four own imports and has no duplicate lines.
    • The feat(wordram): count Chan–He collisions with native histograms #1456 files are now inherited from main.
  • Heartbeat allowlist. The entry is unchanged: Complexity/Algorithms/WordRAM/ThreeSum/ChanHe/Parameters.lean 300000, with a comment linking perf(wordram): bring Chan–He parameter proof under default heartbeats #1583. Issue perf(wordram): bring Chan–He parameter proof under default heartbeats #1583 is open and titled "bring Chan–He parameter proof under default heartbeats".
    • The cap matches the file's only budget, set_option maxHeartbeats 300000 in at line 196. The measured value of 256376 is recorded there.
    • main's allowlist has the identical header and no entries, so the PR adds exactly one entry and drops nothing.
  • Docs. UPSTREAM, ROADMAP and NOTICE are untouched and identical to main.

Limits.

  • I compared source only and did not re-measure heartbeats.
  • check-title passes. ci-checks was still in progress when I posted, so this verdict assumes it goes green.

@SamuelSchlesinger
SamuelSchlesinger added this pull request to the merge queue Oct 29, 2026
Merged via the queue into main with commit a1d1fa8 Oct 29, 2026
3 checks passed
orbitingflea pushed a commit to orbitingflea/complexitylib2 that referenced this pull request Oct 29, 2026
…ib-community#1497)

* feat(exactTriangle): relate lopsided queries and matrix products

Adapt the finite counting interface and signed digit expansion from anthropics/formal-math@16a5ce4 for milestone cslib-community#1438. This is a mathematical interface; native preprocessing, fast solvers and full composition remain under cslib-community#1394.

* feat(exactTriangle): prove modular counts and the selected-prime bound

* doc(threeSum): cite the lopsided triangle paper and clarify adaptation scope

* doc(bibliography): sort the new paper entry

* fix(exactTriangle): repair the prime-window header and hashing documentation

* feat(exactTriangle): split modular queries and recover witnesses

Adapt the complete finite Theorem 17 splitting and recovery component, using the existing three weight matrices, lopsided graphs, modular counts and EqOn answer interface. Prove exact integer/real capacity bridges so the finite constructions and scans are computable. Preserve Anthropic source credit; keep the native 3SUM endpoint open in cslib-community#1394.

Validation: all six gates in scripts/check.sh pass, with LEAN_NUM_THREADS=1 and cache downloads disabled after bootstrap. Full hygiene, changed-source check-simp, changed-file lints and git diff --check pass. Curated abstracts and rendering are unaffected. AI-assisted implementation/self-review by Codex worker codex-three-sum-splitting-t3-0a4d90c0; independent review will be recorded in the PR.

* doc(threeSum): record finite splitting and recovery milestone

Address the nonblocking review finding on cslib-community#1455: finite residue/chunk/piece splitting and witness recovery are implemented. Preserve native preprocessing, fast solvers, full input/time/width composition and exponent 1.9992 as open work under cslib-community#1394.

Documentation only. Lean and test files are byte-identical to independently reviewed e41e1dd, whose six strict gates pass. Checked the diff, milestone reference, implementation paths, hygiene and changed-file lints. Abstracts and rendering are unaffected.

* refactor(exactTriangle): reuse the natural residue bound and clarify source prose

* feat(wordram): count Chan–He collisions with native histograms

Implement fixed native residue, histogram and composed collision-counting
programs with explicit frames, local word-fit contracts, exact mathematical
collision semantics and charged bound 34n + 5M + 18 (halt excluded).

Implementation layer for cslib-community#1454 under cslib-community#1446/cslib-community#1394, not full preprocessing.
Sorting/frontend, prime searches, heavy extraction, recursion/output and
global logarithmic-width/subquadratic-time composition remain open.
Curated abstracts: no impact on headline statements, definitions or scope.

Validated on base 8e182b0 plus this exact diff:
LEAN_NUM_THREADS=1 COMPLEXITYLIB_CACHE_AUTO=0 scripts/check.sh: all six gates
passed, including strict test/global axiom audit. Changed-file lints against
that base, hygiene --check-simp and git diff --check passed. Final run followed
resolution of shared-host disk/memory pressure; failed earlier attempts are
not counted as validation.

Independent read-only agent correctness/API review by
/root/review_native_histogram approved the final source blobs after replacing
three private clear helpers with WordRAM.clear. No remaining blockers;
optional Count parameter-frame API can accompany its minimum-search client.
This is within-fleet agent review, not outside-coordinator or human approval.
Outside coordinator review is required before integration.

AI assistance: OpenAI Codex implementation/self-review and a separate Codex
review context. Native programs/counting proofs are original; existing
Anthropic mathematical source credit is preserved unchanged.

* fix(wordram): preserve collision-counting parameters explicitly

* feat(wordram): compute Chan–He parameters from native input

Implement fixed 24-register parameter code with charged numeric helpers, exact existing Chan–He outputs, preserved input memory, derived logarithmic width and subquadratic native time. Add executed boundary and input-init contract examples. Original implementation and proofs credited to Erik Demaine; AI assistance by OpenAI Codex. Part of cslib-community#1446; independent complete parameter subtask cslib-community#1458.

* fix(wordram): repair parameter proof hygiene and ceiling-log docs

* feat(wordram): implement prime tables and collision minimum searches

Part of cslib-community#1446, tracked by cslib-community#1480. These are original fixed native programs:
trial division, a complete bitmap/count builder, three actual collision
queries and least accepted-prime selection with minOrOne's default one.
The private search-driver query contract is discharged by Query.exec;
there is no assumed primality, counting or acceptance operation.

Source comparator checked directly at anthropics/formal-math commit
16a5ce41304fcdaea4e0be7c132e1c361dc26da5, PaperStatements.lean L1289-1291:
  def secondP (Q : Finset ℕ) (Λ : ℕ) (S₁ S₂ S₃ : Finset ℤ) (p : ℕ) : ℕ :=
    pick {q ∈ Q | coll S₁ (p * q) * #Q ≤ 3 * Λ * coll S₁ p ∧
      coll S₂ (p * q) * #Q ≤ 3 * Λ * coll S₂ p ∧ coll S₃ (p * q) * #Q ≤ 3 * Λ * coll S₃ p}
The native selector takes F and three numeric thresholds, enumerates
primesLE m, and computes these collision tests from encoded arrays.
Existing Cslib coll and minOrOne are reused; source pick is minOrOne.
It does not yet compute both source threshold families and their product.
No source program or machine simulation is imported.

PrimeTable.exec costs (m+1)*(7m+15)+8; Search.exec costs
(m+1)*(34*(n0+n1+n2)+15*F*m+102)+9, each excluding one halt.
Fits, injective set enumeration and nonoverlapping native layout are
explicit local hypotheses. Full frontend/heavy/recursion/packed output,
State.init composition and global logarithmic-width/subquadratic-time
proofs remain in cslib-community#1446. The cslib-community#1394 endpoint and exponent remain open.

Validation: all six gates pass together with LEAN_NUM_THREADS=1 and
COMPLEXITYLIB_CACHE_AUTO=0 scripts/check.sh. Hygiene --check-simp,
changed-file lints against 0505439,
and git diff --check pass. Executed tests include bounds 0/1/2, accepted,
rejected and retained minima, negative inputs, frames and invalid ends.
No selected abstract/catalogue/rendering impact: component contracts only.

Nonauthoring agent /root/review_native_prime_search found no blockers;
final documentation and test-layout corrections preserve all statements
and programs. This is within-fleet agent review, not outside/human approval.
The base is repaired cslib-community#1469 0505439,
above cslib-community#1456 a712205 and cslib-community#1445 fd69be7.
All eight implementation modules and three tests are byte-identical to
1a45c8b. Outside PR review remains
necessary. AI assistance: OpenAI Codex.

* refactor(wordram): reuse prime counts and test later acceptance

Address cslib-community#1497 review nits with Nat.primeCounting and Nat.count APIs in place of private duplicate helpers. Add an executed F=2 search on {0,4}, rejecting q=2 and accepting q=3, plus a fully admitted actual ExecWithin witness bounded by 1049 instructions. Native programs and public library statements are unchanged. Targeted strict checks and hygiene pass; all six/static remain required before push. AI assistance: OpenAI Codex.

* fix(imports): deduplicate aggregate after counting integration

* fix(imports): deduplicate aggregate after query-splitting integration

* fix(imports): regenerate aggregate after Chan-He parameter integration

* perf(three-sum): check native query tests within default heartbeats

* perf(wordram): reduce native parameter proof heartbeat budget

* chore(wordram): scope measured parameter proof budget to reduction task

* doc(roadmap): restore tensor milestone reference

* doc(roadmap): separate native Chan-He progress from tensor work

---------

Co-authored-by: Codex coordinator <codex@users.noreply.github.com>
Co-authored-by: Samuel Giuseppe Schlesinger <sgschlesinger@gmail.com>
orbitingflea pushed a commit to orbitingflea/complexitylib2 that referenced this pull request Oct 29, 2026
…b-community#1570)

* feat(exactTriangle): relate lopsided queries and matrix products

Adapt the finite counting interface and signed digit expansion from anthropics/formal-math@16a5ce4 for milestone cslib-community#1438. This is a mathematical interface; native preprocessing, fast solvers and full composition remain under cslib-community#1394.

* feat(exactTriangle): prove modular counts and the selected-prime bound

* doc(threeSum): cite the lopsided triangle paper and clarify adaptation scope

* doc(bibliography): sort the new paper entry

* fix(exactTriangle): repair the prime-window header and hashing documentation

* feat(exactTriangle): split modular queries and recover witnesses

Adapt the complete finite Theorem 17 splitting and recovery component, using the existing three weight matrices, lopsided graphs, modular counts and EqOn answer interface. Prove exact integer/real capacity bridges so the finite constructions and scans are computable. Preserve Anthropic source credit; keep the native 3SUM endpoint open in cslib-community#1394.

Validation: all six gates in scripts/check.sh pass, with LEAN_NUM_THREADS=1 and cache downloads disabled after bootstrap. Full hygiene, changed-source check-simp, changed-file lints and git diff --check pass. Curated abstracts and rendering are unaffected. AI-assisted implementation/self-review by Codex worker codex-three-sum-splitting-t3-0a4d90c0; independent review will be recorded in the PR.

* doc(threeSum): record finite splitting and recovery milestone

Address the nonblocking review finding on cslib-community#1455: finite residue/chunk/piece splitting and witness recovery are implemented. Preserve native preprocessing, fast solvers, full input/time/width composition and exponent 1.9992 as open work under cslib-community#1394.

Documentation only. Lean and test files are byte-identical to independently reviewed e41e1dd, whose six strict gates pass. Checked the diff, milestone reference, implementation paths, hygiene and changed-file lints. Abstracts and rendering are unaffected.

* refactor(exactTriangle): reuse the natural residue bound and clarify source prose

* feat(wordram): count Chan–He collisions with native histograms

Implement fixed native residue, histogram and composed collision-counting
programs with explicit frames, local word-fit contracts, exact mathematical
collision semantics and charged bound 34n + 5M + 18 (halt excluded).

Implementation layer for cslib-community#1454 under cslib-community#1446/cslib-community#1394, not full preprocessing.
Sorting/frontend, prime searches, heavy extraction, recursion/output and
global logarithmic-width/subquadratic-time composition remain open.
Curated abstracts: no impact on headline statements, definitions or scope.

Validated on base 8e182b0 plus this exact diff:
LEAN_NUM_THREADS=1 COMPLEXITYLIB_CACHE_AUTO=0 scripts/check.sh: all six gates
passed, including strict test/global axiom audit. Changed-file lints against
that base, hygiene --check-simp and git diff --check passed. Final run followed
resolution of shared-host disk/memory pressure; failed earlier attempts are
not counted as validation.

Independent read-only agent correctness/API review by
/root/review_native_histogram approved the final source blobs after replacing
three private clear helpers with WordRAM.clear. No remaining blockers;
optional Count parameter-frame API can accompany its minimum-search client.
This is within-fleet agent review, not outside-coordinator or human approval.
Outside coordinator review is required before integration.

AI assistance: OpenAI Codex implementation/self-review and a separate Codex
review context. Native programs/counting proofs are original; existing
Anthropic mathematical source credit is preserved unchanged.

* fix(wordram): preserve collision-counting parameters explicitly

* feat(wordram): add native radix sorting and multiplicity arrays

Implement complete fixed-code stable binary radix sorting, adjacent full run counts,
and charged composition from ordinary native input. Prove sorted permutation, exact
set enumeration/multiplicities, four-buffer framing, explicit key-bit/time bounds and
logarithmic layout fit. The 81-instruction program uses 16 registers.

Scope: cslib-community#1452 under cslib-community#1446/cslib-community#1394; full Chan–He preprocessing remains open. No Histogram
or ThreeSum/ChanHe changes. Original implementation/proofs; no source machine import.
Curated abstracts and rendering: no impact. Independent review remains requested.

Validation on the final staged sources above 8e182b0: all six scripts/check.sh gates
pass with LAKE_CACHE_DIR='' LEAN_NUM_THREADS=1 COMPLEXITYLIB_CACHE_AUTO=0, including
native interpreter regressions and the global axiom audit. PYTHONUTF8=1 hygiene
--check-simp, changed-file lints --base 8e182b0 and git diff --cached --check pass.
Earlier isolated-cache access failures were repaired without changing Lean sources.

AI assistance: OpenAI Codex implementation, self-review and validation.

* chore(wordram): keep Lean sources non-executable

Normalize the new file modes. Lean source bytes are unchanged from the fully validated 25474f4.

* feat(wordram): compute Chan–He parameters from native input

Implement fixed 24-register parameter code with charged numeric helpers, exact existing Chan–He outputs, preserved input memory, derived logarithmic width and subquadratic native time. Add executed boundary and input-init contract examples. Original implementation and proofs credited to Erik Demaine; AI assistance by OpenAI Codex. Part of cslib-community#1446; independent complete parameter subtask cslib-community#1458.

* fix(wordram): repair parameter proof hygiene and ceiling-log docs

* feat(wordram): implement prime tables and collision minimum searches

Part of cslib-community#1446, tracked by cslib-community#1480. These are original fixed native programs:
trial division, a complete bitmap/count builder, three actual collision
queries and least accepted-prime selection with minOrOne's default one.
The private search-driver query contract is discharged by Query.exec;
there is no assumed primality, counting or acceptance operation.

Source comparator checked directly at anthropics/formal-math commit
16a5ce41304fcdaea4e0be7c132e1c361dc26da5, PaperStatements.lean L1289-1291:
  def secondP (Q : Finset ℕ) (Λ : ℕ) (S₁ S₂ S₃ : Finset ℤ) (p : ℕ) : ℕ :=
    pick {q ∈ Q | coll S₁ (p * q) * #Q ≤ 3 * Λ * coll S₁ p ∧
      coll S₂ (p * q) * #Q ≤ 3 * Λ * coll S₂ p ∧ coll S₃ (p * q) * #Q ≤ 3 * Λ * coll S₃ p}
The native selector takes F and three numeric thresholds, enumerates
primesLE m, and computes these collision tests from encoded arrays.
Existing Cslib coll and minOrOne are reused; source pick is minOrOne.
It does not yet compute both source threshold families and their product.
No source program or machine simulation is imported.

PrimeTable.exec costs (m+1)*(7m+15)+8; Search.exec costs
(m+1)*(34*(n0+n1+n2)+15*F*m+102)+9, each excluding one halt.
Fits, injective set enumeration and nonoverlapping native layout are
explicit local hypotheses. Full frontend/heavy/recursion/packed output,
State.init composition and global logarithmic-width/subquadratic-time
proofs remain in cslib-community#1446. The cslib-community#1394 endpoint and exponent remain open.

Validation: all six gates pass together with LEAN_NUM_THREADS=1 and
COMPLEXITYLIB_CACHE_AUTO=0 scripts/check.sh. Hygiene --check-simp,
changed-file lints against 0505439,
and git diff --check pass. Executed tests include bounds 0/1/2, accepted,
rejected and retained minima, negative inputs, frames and invalid ends.
No selected abstract/catalogue/rendering impact: component contracts only.

Nonauthoring agent /root/review_native_prime_search found no blockers;
final documentation and test-layout corrections preserve all statements
and programs. This is within-fleet agent review, not outside/human approval.
The base is repaired cslib-community#1469 0505439,
above cslib-community#1456 a712205 and cslib-community#1445 fd69be7.
All eight implementation modules and three tests are byte-identical to
1a45c8b. Outside PR review remains
necessary. AI assistance: OpenAI Codex.

* feat(wordram): compute the Chan–He two-prime modulus natively

* feat(wordram): construct native Chan–He node outputs

Compute all native residues/histograms, compact heavy arrays and exact
Node.oneArray cells with a concrete disjoint frame and linear charged cost.
Reuse Count.exec with explicit runtime delivery; derive all fits from one
polynomial envelope. Add executed boundary regressions and admissibility clients.

Validation: all six scripts/check.sh gates passed together; changed-module
lints, hygiene --check-simp and diff --check pass at base 0e05605.
Curated abstracts: no impact. Parent frontend/recursion/global composition
remain open under cslib-community#1446/cslib-community#1394. Implements cslib-community#1481.

AI-assisted implementation and self-review: OpenAI Codex (gpt-6.1-sol).

* fix(wordram): export sorted radix keys from composed contracts

Return strict unsigned key order already proved by RunEncoding from both composed APIs. Add a generic client, isolate key overflow with fitting layout, and state the wrapper cost beside its physical-width choice. Predicate reuse migration requested by review is tracked in cslib-community#1509.

Validation: all six scripts/check.sh gates passed together with one Lean thread and cache downloads disabled, including global Axioms. Changed-file lints against fd69be7, hygiene --check-simp, PR names and diff checks pass. No curated abstract impact. Independent nonauthoring delta review /root/review_radix_order_delta found no blockers; exact reviewed source/test blobs are recorded in the PR. Outside coordinator review remains required. AI assistance: OpenAI Codex implemented, reviewed and validated this fix.

* feat(wordram): implement complete native distinct-position frontend

Compute exact ThreeSum.inputs descriptors from initialized signed input,
with full radix multiplicities, compact injective integer arrays, layout
frames, derived positive logarithmic width and charged logarithmic-square
cost. Preserve the two multiplicity roots and all small input cases.

Validation: all six strict gates, hygiene --check-simp, changed-file lints
against a5a5391 and diff checks. Curated abstracts are unaffected.
Part of cslib-community#1482 under cslib-community#1446/cslib-community#1394. AI assistance: OpenAI Codex.

* fix(wordram): link frontend readback to its native run

Strengthen runs_input with the actual native pre-halt Runs prefix to the same memory witness, using the existing assembly theorem. Update all tuple clients and check an admitted empty-input client consuming that link. Describe the 64/512 interpreter cases as successful widths below the sufficient threshold.

All six scripts/check.sh gates passed together with one Lean thread, including global Axioms; serial changed-file lints against a5a5391, hygiene --check-simp, PR names and diff checks pass. Native code, layout, resource bounds and original authorship are unchanged. Independent nonauthoring delta review /root/review_frontend_run_delta found no blockers. Curated abstracts: no impact. Outside coordinator review remains required. AI assistance: OpenAI Codex implemented, reviewed and validated this clarification.

* feat(wordram): implement the complete native convolution host

Implement milestone cslib-community#1524 above native Params/Fill. Compute the ordinary
header-derived magnitude, sqrt side and disjoint matrix layout; charge all
2t builder/solver calls, copy operations, accumulation, loop control and halt.
The solver is a concrete finite Code argument whose native execution,
correctness and input frame remain explicit premises. This does not finish
cslib-community#1394's fast Exact Triangle or subquadratic ordinary-3SUM endpoint.

The initialized run theorem identifies the actual pre-halt state and
Convolution verdict. A logarithmic source-width threshold derives every
host fit, and native positive/negative/empty probe clients instantiate the
full theorem. Reuse Params, NatSqrt, Fill.Args/exec and the standard compiler.
Extract the private fusion register-frame proof to a generic topic module
and migrate the original client.

Validation: COMPLEXITYLIB_CACHE_AUTO=0 LEAN_NUM_THREADS=1 scripts/check.sh
passed all six gates together, including strict tests/global Axioms.
Hygiene --check-simp, actual-base changed-file lints against 0505439,
PR-description name audit and git diff --check passed. Windows static
lint was rerun successfully with PYTHONUTF8=1 after legacy decoding failed.

Nonauthoring technical review: /root/host_review found no correctness or
API blockers on tree a3eb6a3639705a0f294a29da2f2ac4caa25cf6fe against
0505439. Final tree
95825c5 differs only in six new-file
modes (100755 -> 100644), with every blob identical. Source quote and
model/encoding/resource mapping checked against formal-math@16a5ce4,
Programs/Sec3/Theorem21a/Convolution/Host.lean:60-87. This is technical
review inside the author fleet, not outside coordinator/human approval.

Curated abstracts: no impact on selected statements, models, scope or
rendering; this conditional helper is not a new headline. Outside
coordinator review is required. AI assistance: OpenAI Codex implemented,
validated and technically reviewed the change; source credit is retained.

* feat(three-sum): prove complete native Chan-He root traversal

Checkpoint for cslib-community#1512 under cslib-community#1446. Fixed 128-register actual native modulus/node/stack calls, exact finite preorder and packed readback, protected frontend prefix, bounded stack and polynomial arena, charged work including skipped entries. Strict targeted root and fully admitted live-client builds pass; aggregate regenerated. All six gates and independent review are still required before publication. Full forest/State.init, logarithmic width and global subquadratic-time composition remain open under cslib-community#1446; cslib-community#1394 remains open. Original code and proofs assisted by OpenAI Codex.

* test(wordram): remove disconnected native node checks

Address the blocking cslib-community#1508 review by deleting three arithmetic/layout/injectivity examples disconnected from native execution, retaining real width faults and admitted clients, and dropping unsupported ordering prose. Native code and public library contracts are unchanged. AI assistance: OpenAI Codex.

* refactor(wordram): reuse prime counts and test later acceptance

Address cslib-community#1497 review nits with Nat.primeCounting and Nat.count APIs in place of private duplicate helpers. Add an executed F=2 search on {0,4}, rejecting q=2 and accepting q=3, plus a fully admitted actual ExecWithin witness bounded by 1049 instructions. Native programs and public library statements are unchanged. Targeted strict checks and hygiene pass; all six/static remain required before push. AI assistance: OpenAI Codex.

* test(wordram): drop disconnected radix contract example

Address the nonblocking cslib-community#1465 review finding by deleting the generic sorted-set existential, which did not retain an execution or memory witness. Existing executed exact-key, multiplicity, overflow and layout regressions remain. Native code and public library contracts are unchanged. Targeted strict build and hygiene pass; all six/static remain required before push. AI assistance: OpenAI Codex.

* doc(wordram): explain the Chan-He prime-window interface

Address optional cslib-community#1506 review nits by documenting why the intended preprocessing interface keeps m at least 2, and reflowing the remaining-composition note. Native code and public theorem statements are unchanged. MCP diagnostics and hygiene pass; all six/static remain required before push. AI assistance: OpenAI Codex.

* feat(three-sum): bound charged traversal tree overhead

Bound all native transitions at Chan-He fuel, including skipped entries, by a polylogarithmic tree budget. Control actual per-root instructions by card*m + m^3 with explicit constants. Targeted strict build and hygiene pass; full preprocessing parameter/forest/asymptotic composition and all-six validation remain open. AI assistance: OpenAI Codex.

* feat(three-sum): assemble initialized-input native Chan-He preprocessing

Implementation checkpoint for cslib-community#1446. Assemble actual native frontend/parameters, prime table, stack/table reservations and descriptor-driven root traversal. Prove canonical payload/admissibility/allNodes bridges and shifted magnitude size estimates; execute the complete empty-input program. Targeted strict checks and hygiene pass, aggregate regenerated. Initialized-input execution composition, derived global logarithmic width and subquadratic charged cost remain unproved; this does not complete cslib-community#1446/cslib-community#1394. AI assistance: OpenAI Codex.

* doc(wordram): record complete bounded Chan-He traversal scope

* feat(wordram): complete initialized Chan-He preprocessing

* refactor(wordram): place signed fit and count frame APIs with their models

* fix(wordram): resolve native preprocessing review findings

* style(three-sum): align native host test bindings

Address the optional indentation finding in PR cslib-community#1531's outside review at
e4d2fa0. Only three leading spaces change
in the private probe_spec test; all non-whitespace source characters are
identical. Native programs, public contracts, models and costs are unchanged.

Validation: all six strict gates together, including global Axioms;
actual-base changed-file lints, citation/simp hygiene, PR-name and diff checks.
The unchanged native/correctness/source coverage remains the outside FINAL
cslib-community#1531 (comment)
The style delta was checked by coordinator codex-three-sum-stack-20261028.

Curated abstracts: no impact on statements, scope or rendering. AI assistance:
OpenAI Codex prepared and validated this style-only correction.

* refactor(wordram): reuse list blocks in fusion-tree representation

* feat(3sum): compose native preprocessing and convolution hosts

Compose actual initialized Chan-He preprocessing and every caller-safe
Convolution call through a concrete certified finite ET block. Return the
existing distinct-position integer 3SUM verdict, including short inputs.
Derive one positive logarithmic width, polynomial every-prefix words/space,
and the complete charged bound at the actual packed lengths and callee cost.
Supply a real finite exhaustive native ET block and admitted live clients.

Reuse the existing native setup/layout/fill/solver/round/loop bodies unchanged;
generalize their proofs to caller-owned source/workspace arguments. Derive
shared DecidableEq Node and migrate the existing traversal test.

Exact prerequisites: cslib-community#1557 f453d91; local exact merges cslib-community#1552 f276db1
and cslib-community#1531 c3acab1, with authors and reviewed remote heads preserved.
Source pin: anthropics/formal-math@16a5ce4.
Underlying finite reductions/builders retain Anthropic credit. New native
composition, reservation, frame, width/cost proofs and slow callee are original.

Validated tree 7659add: all SIX strict
gates together, one Lean thread/downloads disabled, including Smoke/global
Axioms; full hygiene --check-simp; actual-base 38-library/3-new-test lints;
strict PR names; nine reused-native body identity checks; diff checks.
Curated abstracts have no impact. The fast backend and final 1.9992 endpoint
remain cslib-community#1394. AI-assisted implementation/proofs by Codex; nonauthoring exact-
revision review is required before PR publication, with outside review requested.

Refs cslib-community#1559

* fix(imports): deduplicate aggregate after counting integration

* fix(imports): deduplicate aggregate after query-splitting integration

* doc(3sum): clarify caller-prefix preservation

Apply root coordinator's sole comment correction after the nonauthoring
ordinary_host_review: exec_round_at protects the prefix below workspace,
including the supplied input, rather than universally preserving header zero.
All comment-free tokens match reviewed e1858e0.
Reuse technical/source coverage recorded in issue1559#6486157688; no public
statement, native program, model, cost or proof meaning changes.

Corrected tree bdf1125 passes all SIX
together (one thread, downloads disabled), global Axioms, full hygiene
--check-simp, actual-base 38-library/3-new-test lints, native/sibling token
identity, and diff checks. Curated abstracts remain unaffected.
Original implementation/authorship/source credit is preserved; root wrote
the wording correction, and Codex validated and committed it.

Refs cslib-community#1559

* fix(imports): regenerate aggregate after Chan-He parameter integration

* test(3sum): address native host review nits

Remove the final signature-only theorem application from the decision test;
all concrete interpreter and admitted positive/negative clients are unchanged.
Describe the exhaustive callee as a library reference implementation witnessing
Host.Callee, and identify the umbrella module's re-exported API.

Addresses all three optional findings in outside review
cslib-community#1570 (comment)
at 4093a3f. This validated coordinator
fix is documentation/test-only. Both changed library files have identical
comment-free tokens; no public statement, definition, native program,
proof, model, resource bound or curated abstract changes. Reuse existing
correctness/API/source coverage; no new full review is commissioned.

Tree 4b17b28 passes all six gates
together, including Smoke/global Axioms, one Lean thread and cache downloads
disabled. Full citation/simp hygiene, actual-base f453d91 changed-file
lints (38 library modules/3 new tests), strict final PR-name and diff checks
pass. Library token identity and exact test-deletion audit pass.

AI-assisted coordinator fix by Codex. Preserve original implementation,
proof/source credit and authorship. Full fast backend/exponent 1.9992
remains open in cslib-community#1394.

Refs cslib-community#1559

* perf(three-sum): check native query tests within default heartbeats

* perf(three-sum): run modulus instance within default heartbeats

* perf(wordram): reduce native parameter proof heartbeat budget

* chore(wordram): scope measured parameter proof budget to reduction task

* chore(wordram): regenerate frontend integration imports

* doc(three-sum): reconcile inherited preprocessing milestone status

* chore(wordram): refresh frontend imports after landed main

* doc(roadmap): restore tensor milestone reference

* doc(roadmap): separate native Chan-He progress from tensor work

* doc(roadmap): separate initialized frontend progress and references

* doc(wordram): restore preprocessing resource and API handoff details

* doc(3sum): align completed native milestones and remaining fast endpoint

---------

Co-authored-by: Codex coordinator <codex@users.noreply.github.com>
Co-authored-by: Samuel Giuseppe Schlesinger <sgschlesinger@gmail.com>
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feat(wordram): compute complete native Chan–He parameters from input

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