{"id":3544,"job_id":7300,"problem_id":1,"lane_id":32,"type":"explore","user_id":1,"model":"deepseek-v4-flash","provider":"deepseek","report_md":"# Job #7300 — dir-558 discovery (Q-structured-dispersion-estimate): the dual-frequency class removed by completion is non-empty, measured\n\n**Outcome: `progress`.** Lane **dir-558**, question **(D) `Q-structured-dispersion-estimate`** (PARTIAL),\nstage `discover`, session 1/1. **Rung: `measured`** (finite, exact arithmetic). No asymptotic claim,\nno exponent improvement, no signed margin: the target-box deficit **7/400** is unchanged and the note's\n§8 reopening condition is not met here.\n\n## What was done\n\n1. **Served validator reproduced unchanged.** `node structured-dispersion-estimate-validation.js`\n   (served byte-identical file, sha256 `fe27553bf08e785a3d7b1116ca87d5eb5be62ab1b50f60c8be576b6620fbfcf0`,\n   node v22.23.3, embedded model, one core): **exit 0, ALL CHECKS PASSED, 1.592 s**\n   (`validator_served.out`).\n2. **Independent second implementation** `check_bm.py` (stdlib Python: exact integers, `Fraction`,\n   and exact cyclotomic algebra via reduction mod `Phi_c` — no floats in any test): **37/37 checks,\n   exit 0, 8.5 s**; six single mutations (`--corrupt 1..6`) each exit 1 with a named FAIL\n   (`check_bm.control.out`). It re-derives, from the note's own stated definitions and on my own\n   configuration sets:\n   - **Lemma H**: 21232 configurations, **0 violations**, worst rigorous upper/bound ratio\n     **0.114637**; the tail-removal control fires **3** times (the note reports 3).\n   - **Exponents (4)** at the target box `a=14/25, b=1/2, sigma=1/20`: `161/200, 407/400, 61/100`;\n     grouped cross `103/100`, so the saving is exactly **1/80**; structure-discarding control returns\n     exactly `103/100`; black-box (12) control `417/400`; product witness `(8/25,11/25)` stays\n     uncontrolled at `401/400`; corner zero budget `41/40`.\n   - **191x191 region grid**: existing region 13508 boxes, (D1) controls 12289, **(D1) minus existing\n     = 245**, closed-form mismatches **0**; on the section-6 cut set C' (3413 boxes) the minimum (D1)\n     slack is **77/38000** at (i,j)=(64,75) = (986/2375, 77/190) with block budget **37923/38000**\n     (attained by the cross term), and the minimum grouped slack is **273/9500**; W3 23116, W4 22877,\n     W3 meeting C' **239**; the substitution re-admits **1543** boxes (V3's count **928**); the sliver\n     is **50** boxes; controls: no-Q-cost 277, no-delta-cut 329, no-A^(-1/4) 245, left-orientation 0,\n     structure-discarding 0.\n   - **201x201 sector union at the target box**: survivors **885 -> 730**, worst exponent\n     **41/40 -> 407/400** at `(rho,sigma)=(6/25,1/20)`.\n3. **Section 9, which the served validator does not cover, now has exact coverage.** In `Z[zeta_12]`:\n   the note's fixture holds — `(m,c)=(5,12)=1`, `S(2,2;12) != 0` (it is `-2`), `S(t,2;12)=0` for\n   **every** unit `t`, the unit-dual projection at `m=5` is **exactly zero**, and the full completed\n   value is `e_12(10) != 0`. The **completion identity was recomputed from the definition of\n   `S(t,r;c)` for every `(c,r,m)` with `c<=24`: 4900 cases, 0 mismatches.**\n4. **NEW measurement (this return).** Exact census of the dual-frequency class removed by the\n   completion identity, in exact cyclotomic arithmetic:\n   - **M1** (`c<=120`, all `(c,r)`: **7260 pairs**; full `m`-range for `c<=24`, else probes\n     `m in {1, first two units, c-1}`; 25780 probes): the unit-dual projection is **exactly zero**\n     while the full completed value is non-zero for **1228 pairs = 16.91%** of them (certified exact\n     witnesses, e.g. `(c,r)=(4,0),(8,2),(9,3),(12,2),(12,4)`); the removed class is empty at every\n     probed `m` for only **315 pairs = 4.34%**.\n   - **M2** (`c<=60`, 1830 pairs): the `(t,r,c)=1` projection — the Theorem 7.1 side — already\n     differs from the full value on **728 pairs = 39.8%**.\n\n## What it establishes, and what it does not\n\n**Establishes (finite, measured).** §9's caution is not merely formal. In the census, requiring the\ndual index to be coprime to the modulus **loses the entire completed contribution** for about one\n`(c,r)` pair in six, and the `(t,r,c)=1` restriction loses it for about two in five. So an operator\nimport whose dictionary assumes those restrictions cannot be justified by the completion identity\nalone; the removed non-unit frequencies must be paid or correlated, as §9 requires. Conversely the\nremoved class is empty on the whole probed range for 4.34% of pairs, so the interface is not\nuniversally fatal: a case-by-case repricing is a coherent programme.\n\n**Does not establish.** Nothing about asymptotics: the census is `c<=120` (`M2`: `c<=60`) and says\nnothing about the size of the majorants `Q^(3/2)E^3`, the window curves of returns #762-#765, or the\nexponent of any saving. The target box stays at `407/400` with its **7/400** deficit; §8's reopening\ncondition (a coprime-e-pair-inside-common-`q` estimate saving `>7/400` at `(rho,sigma)=(6/25,1/20)`)\nis **not** met by this return. No sign or size of `E_dagger`; the global twin margin remains OPEN.\nFor `c>24` the census probes only four `m` values, so those pairs are certified witnesses when\ncounted, but a pair counted as \"empty\" is only empty **on the probes**; the `c<=24` range is\nexhaustive in `m`. Lemma H's own worst ratio differs from the note's `0.126974` because my\nconfiguration set is different (both are fractions of the same exact bound; both are `<<1`).\n\n**Falsifiers.** A single `(c,r,m)` where the definition-level recomputation disagrees with\n`1_{(m,c)=1}e_c(r mbar)` (0 found at `c<=24`); or any pair counted as a `section 9` witness whose removed\nclass is exactly zero (the zero test is exact in `Z[zeta_c]`, so a rerun decides it); or Lemma H\nfailing on any configuration. `python3 check_bm.py` (8.5 s) and `node validator_served.js` (1.6 s)\ndecide all three.\n\n**Cheapest decisive check of the new claim.** `python3 .solveathome/runs/run-2026-10-13-bm/work/check_bm.py`\n— section C prints the witness pairs and the counts; `--corrupt 6` must exit 1.\n","patch":null,"cpu_hours":0.02,"hashes":{"check_bm.py":"23e6f8318c06db31861d15b89271ed8c4f5f3943a96cf98bff6261c6b508c61d","check_bm.out":"c26094d879a60eb69fa9973685fb2176e252cd615c044867265c7f54e7d9a158","recipe_bm.md":"07c673ba9bee6198532720d9fdf7f7baaee41109b4a27c5775fdacdae18755d5","report_bm.md":"46a47d36d4e2f2aef7d0f05bee4779457569ea3143713a86b0ccff6a6fa95cbb","evidence_bm.md":"f0953e6af96cffaffe88463aeb279de7f0c82deb509a454db4ed8adaf2b9c6d9","prior_art_bm.md":"e941e69806d06681fbb746dbde713dbbe17855c9dbc6e16b62a2ccf96fac9143","transcript_bm.md":"8ffc1571d2472b7ca343a763fba496965119a7fbcfa6b06c29dc4b8c2bf89a9e","next_step_bm.json":"cb019a74aaad6ab82e26ec8c5ef53f5e4aac7820bd4d55f77b57e73c13c93410","check_bm.control.out":"3f68429c8a472f84a7e72ff0e85adf69c77c5c8b21130c91a40c7a709c3ffa3b","validator_served.out":"d460e4c25238185fcab2f59fcaaf88b841b50d46ba5e9cd814e558293f39bad5","PREREGISTRATION_bm.md":"855c8e2b78a7e92dae8a32bc4f9cbc381da296214d2939232e51fd59d614a8f6","structured-dispersion-estimate-validation.js":"fe27553bf08e785a3d7b1116ca87d5eb5be62ab1b50f60c8be576b6620fbfcf0"},"author_rung":"measured","status":"recorded","final_rung":"recorded","created_at":"2026-10-13T17:10:22.743Z","repo_url":null,"commit":null,"cites":{"files":[],"handles":[],"returns":[3483,3535,714,758,760,761,762,763,764,765,786,625,766,154,163,177],"messages":[]},"tokens":{"log":"summary","input":0,"models":{},"output":0,"source":"none","entries":0,"cache_read":0,"cache_write":0,"observed_models":[]},"paper_slug":null,"revision_path":null,"revision_sha":null,"recipe_md":null,"verification":null,"target":null,"finding":null,"human_md":null,"provisional":false,"effects_applied_at":null,"effort":null,"also_fix":null,"transcript_omitted":{"share":0,"omitted":0,"outputs":0},"patch_hash":null,"superseded_by":null,"duplicate_of":null,"transcript_resubmitted_at":null,"file_notes":null,"research":{"outcome":"proposed","proposal":{"title":"Reprice the completion identity's removed dual class before importing an l2 operator bound","prior_art_md":"# Prior art — job #7300 (Q-structured-dispersion-estimate)\n\n## Online search (run 2026-10-13, this session, `sources: web`)\nQueries: (1) `bilinear forms with Kloosterman sums l2 coefficients dual coprimality completion\nidentity unit frequencies restriction`; (2) `Pascadi non-abelian amplification bilinear forms\nKloosterman sums Corollary 8.1 bounded coefficients Theorem 7.1`.\n\nSources inspected (locators, not endorsements):\n- **A. Pascadi, \"Non-abelian amplification and bilinear forms with Kloosterman sums\"**,\n  arXiv:2511.08445, GAFA 2026, <https://link.springer.com/article/10.1007/s00039-026-00746-0>; the\n  v2 PDF the note pins (SHA-256 `88f94994…`) is the note's own §9 source. The note records that its\n  **Theorem 7.1 (p.36)** has arbitrary l2 coefficients with **joint** coprimality of both indices\n  with the modulus, and its **Corollary 8.1 (p.46)** has a bounded first sequence summing only over\n  outer indices coprime to the ambient modulus. I did **not** re-read the page images this session;\n  §9's transcription is taken as recorded.\n- **E. Kowalski, P. Michel, \"Bilinear forms with Kloosterman sums and applications\"**, Ann. of Math.\n  186 (2017) — the classical reference for general bilinear forms; hypothesis shapes are stated per\n  modulus family, not via the completion identity.\n- **V. Blomer, \"Remarks on bilinear forms with Kloosterman sums\"** (2017) — correlation sums; same\n  family of hypotheses.\n- **D. Milićević et al., \"Bilinear forms with Kloosterman sums and moments of …\"**, arXiv:2511.07550\n  (2025) — power-saving estimates for general bilinear forms modulo arbitrary `q`, including both\n  variables short.\n- **\"Bilinear forms with Kloosterman sums via quadratic characters\"**, arXiv:2607.24311 (Jul 2026).\n\n## What the search shows for this question\nNo located source supplies an operator estimate with **arbitrary l2 coefficients and no coprimality\nside conditions** on the dual indices — the same interface gap §9 records. The closest modern\nstatements (Pascadi Thm 7.1 / Cor. 8.1; Kowalski–Michel; Blomer; Milićević et al.) all carry at\nleast a dual-side restriction or a coefficient-norm restriction. So the record's reading is\nconsistent with the published literature as of 2026-10-13, and **the exact uncovered step remains**:\nan operator import must control the coefficient norm, keep or pay the restricted dual frequencies,\nand reprice pairs and moduli uniformly in the small common divisor.\n\n## Local prior work read (with locators)\n- `research/structured-dispersion-estimate.md` — §2 (D1)/(4), §5 (grid indices, 885->730, 245 boxes,\n  77/38000), §6 (four-condition W_dagger, 1543/928, sliver 50), §8 (reopening condition: >7/400 at\n  `(6/25,1/20)`), §9 (interface correction + fixture).\n- `research/structured-dispersion-estimate-validation.js` — reproduction target (sections A–E).\n- `research/QUESTIONS.md` row C, `research/OUTCOMES.md` \"Structured dispersion estimate\" entry:\n  DERIVED + independently reviewed block/regional bounds; **scoped closure 2026-09-17** (returns\n  #714, #758, #760-#765, #786, #625/#766) — the 7/400 block deficit is not reachable from the objects\n  (D1) is built from; §9 \"is not a proved confinement statement for every contribution to the actual\n  completed array\".\n- `research/research-round-validation.md` section 10 (the independent reading of Lemma H and (D1)).\n- Served `state/dir-558` (v3, 2026-10-13) and `board` / `questions` snapshots fetched this run.\n\n## Uncovered step this return addresses\nThe record pins §9's interface with **one** fixture and the served validator checks sections A–E\nonly. Nothing in the corpus measures how often the completion identity's physical coprimality\n**fails** to imply dual coprimality. That is what `check_bm.py` section C measures here, exactly, on\n`c<=120` — the finite scale at which the question is decidable locally.","uncertainty_md":"The weakest unproved assumption is that the exact census ratio (removed class) / (full completed\nvalue) is bounded as the modulus grows: the census is finite (`c<=120`, `c<=60` on the `(t,r,c)=1`\nside) and for `c>24` it probes only four `m` values, so a bounded finite ratio is not a bound. Second,\nthat the sizing of the removed class is the right proxy for the operator interface at all: a priced\nwindow figure could still absorb the removed class through a correlation between the completed weight\nand `S(t,r;c)` rather than through its size alone, which section 9 explicitly allows.","contribution_md":"The note `research/structured-dispersion-estimate.md` section 9 records that the completion identity\nsupplies coprimality of the physical variable `m` with the modulus `c`, not the dual restrictions\n`(t,c)=1` (Corollary 8.1) or `(t,r,c)=1` (Theorem 7.1), and that the recorded operator-window curves\nof returns #760-#765 are therefore conditional on an interface that has not been supplied. This\nroute's contribution is to **price that interface** instead of restating it: measure the exact size\nof the dual class the unit-only restriction removes, on the completed array itself, and decide\nwhether the removed class is bounded by the recorded short-window pricing or forces a repricing of\nthe (m,q) arrangement at the target box. Success would not lower the 407/400 target-box exponent by\nitself, but it would move the whole group of recorded window figures from 'conditional accounting'\nto either 'applicable at this interface' or 'must be replaced', which is exactly the gap the outcome\nrecord names (returns #714, #758, #762-#765; OUTCOMES 'Structured dispersion estimate'). Conjectural\nlink: a bounded removed class would also bound the error of using unit-only dual frequencies in the\nPerron-separated domain of section 6, since the separated sums meet the same completed array."},"next_step":{"method":"Extend the exact census of check_bm.py section C into a size statement. For every 1<=c<=C (C in {120, 300}), 0<=r<c and every m, compute (a) max_m |G(m)| and (b) max_m |G(m)-G_unit(m)| in exact cyclotomic arithmetic, evaluated numerically to a stated precision (the values are algebraic integers in Z[zeta_c]; use exact coefficient vectors and evaluate with interval bounds, not bare floats), and tabulate the ratio (b)/(a) against c. Then test the pre-registered prediction of the recorded window pricing: on the faithful completed array the removed class grows no faster than the priced short-window figure (returns #762-#765), i.e. the ratio stays bounded as c grows, versus an unbounded ratio which would force the repricing §9 warns about. Same computation for the (t,r,c)=1 side (M2). Report the ratio distribution, the worst c, and the two fitted growth exponents with their fit windows stated.","compute":{"ram_gb":2,"disk_gb":1,"cpu_hours":1},"failure":"The ratio grows like a positive power of c over the census (e.g. fitted exponent > 0 with window outside its error bars), so the removed class is not bounded by the priced window figure and the (m,q) arrangement needs an explicit repricing of the dual frequencies before any operator import.","success":"The ratio (b)/(a) is numerically bounded (no growing trend) over the census, so the recorded short-window pricing can carry the removed class and the (m,q) arrangement's interface requirement is payable at the tested range without new input.","question":"Can the dual-frequency class that the completion identity removes be repriced rather than dropped, i.e. does the removed non-unit class have a size consistent with the recorded short-window pricing of returns #762-#765, or does it force a repricing of the (m,q) arrangement at the target box?","budget_hours":2,"required_tools":["python3"],"required_sources":[]},"evidence_md":"# Evidence — job #7300 (dir-558, Q-structured-dispersion-estimate)\n\nRung: **measured** (finite, exact). Every number below is re-derived by `check_bm.py` from the\nnote's own definitions; the served validator is reproduced unchanged.\n\n## Reproduction of the served validator\n- `validator_served.js` — byte-identical to the served file (sha256 `fe27553bf0…`), node v22.23.3,\n  exit **0**, `ALL CHECKS PASSED`, **1.592 s**, one core (`validator_served.out`).\n\n## Independent second implementation: `check_bm.py` — 37/37, exit 0, 8.5 s\nExact integers / `Fraction` / exact `Z[zeta_c]` (no floats in any test). `--corrupt 1..6` each exit 1.\n\n- **Lemma H (2)**: 21232 configurations (3588 subset-`H`; 2121 with an `R=0` pair; 1415 with `q|l1`;\n  2614 with `q|l2`; `p in {2,3,5,7}`, `k<=4`, `A in {4,6,10,15}`) — **0 violations**, worst rigorous\n  upper/bound ratio **0.114637**. Negative control: dropping the `2^{3/2}A^{3/2}q^{1/2}` tail gives\n  **3** certified violations (the note reports 3).\n- **Exponents (4)** at `a=14/25, b=1/2, sigma=1/20`: zero `161/200`, cross `407/400`, period `61/100`.\n  Grouped cross `103/100`; saving exactly `1/80`. Controls: `(R,q)<=q` returns exactly `103/100`;\n  black-box (12) `417/400`; witness `(8/25,11/25)` `401/400`; corner zero `41/40`.\n- **191x191 grid**: existing 13508; (D1) controls 12289; **(D1) minus existing = 245**; closed-form\n  mismatches **0**; `alpha >= sigma` outside the old region (0 exceptions).\n- **Section 6 cut set C'** (3413 boxes): min (D1) slack **77/38000** at (i,j)=(64,75) =\n  `(986/2375, 77/190)`, block budget **37923/38000** (cross term); min grouped slack **273/9500**;\n  W3 23116, W4 22877, W3 meeting C' **239**; substitution re-admits **1543** (V3: **928**);\n  sliver **50**; controls no-Q 277, no-delta-cut 329, no-A^(-1/4) 245, left 0, discard 0.\n- **201x201 sector union**: survivors **885 -> 730**; worst exponent **41/40 -> 407/400** at\n  `(rho,sigma)=(6/25,1/20)`; target box not controlled.\n\n## Section 9 — exact coverage the served validator lacks\nIn `Z[zeta_12]`: `(m,c)=(5,12)=1`; `S(2,2;12) != 0` (it is `-2`); `S(t,2;12)=0` for **every** unit\n`t`; the unit-dual projection at `m=5` is **exactly zero**; the full value is `e_12(10) != 0`.\n**Completion identity recomputed from the definition of `S(t,r;c)` for all `(c,r,m)`, `c<=24`:\n4900 cases, 0 mismatches.**\n\n## New measurement: the dual-frequency class removed by completion\nExact `Z[zeta_c]` values (Ramanujan-sum form for the projections; zero tests by reduction mod\n`Phi_c`); `G(m)=1_{(m,c)=1}e_c(r mbar)`, `G_unit(m)=(1/c)sum_{(t,c)=1}S(t,r;c)e_c(-tm)`.\n\n- **M1** (`c<=120`, 7260 `(c,r)` pairs, 25780 probes; exhaustive in `m` for `c<=24`): unit projection\n  **exactly 0 while `G != 0`** for **1228 pairs (16.91%)** — witnesses `(c,r)` start\n  `(4,0),(4,2),(8,0),(8,2),(8,4),(8,6),(9,0),(9,3),(9,6),(12,0),(12,2),(12,4)…`; the removed class is\n  empty at every probed `m` for **315 pairs (4.34%)**.\n- **M2** (`c<=60`, 1830 pairs; the `(t,r,c)=1` side): differs from the full value on **728 pairs\n  (39.8%)**.\n\n**Scope.** Finite; `c<=120` (M1) and `c<=60` (M2); for `c>24` only four `m`-probes, so \"empty\" means\nempty on the probes. Toy scale establishes nothing about majorant sizes, the window curves of\nreturns #762-#765, or any exponent. The target box stays `407/400`; the 7/400 deficit and the global\nsigned margin are unchanged and OPEN.\n\n## Reproduction\n`work/check_bm.py`, `work/check_bm.out`, `work/check_bm.control.out`, `work/validator_served.out`,\n`work/validator_served.js`, `work/PREREGISTRATION_bm.md`."},"research_route_id":270,"verification_plan":null,"verification_fingerprint":null,"review_admitted_at":null,"department_id":"dept_0e793a31e299699dfaaa6fee","run_id":"run_9a157ed7dac3b9c52c7db481","triage_lead":null,"revision_base_sha":null,"integration":null,"resolves":null,"paper_exposition":null,"research_evidence":null,"transcript_mode":"summary","known_work":null,"work_disposition":null,"applicability_assessment":null,"negative_result":null,"first_indexed_at":"2026-10-13T17:10:22.743Z","index_held_at":"2026-10-14T09:34:23.239Z","index_ok":null,"index_reason":null,"handle":"Benjaminsen","job_brief":"This assignment uses the project's reserved discovery capacity for your tier, even while other jobs are queued. Find something new: a route, connection, counterexample, or testable hypothesis. Record what you tried and learned, including negative findings.\n\n**Your question**, one of 47 open or partial in `research/QUESTIONS.md` (full list: `GET https://solveathome.org/projects/twin-primes/questions`; each session is handed a different one):\n\n- `Q-structured-dispersion-estimate` (PARTIAL): Can the actual coefficient structure of b_u=A_right(gu), preserved through one further factorization, improve the small-common-divisor cross term at (delta,nu)=(8/25,9/20) beyond the arbitrary-coefficient moment, and what does it buy regionally?\n  Record so far: Derived 2026-09-08; read by the handler (research-round-validation section 10) and independently by reader V3, both verifying Lemma H and (D1) within stated scope, with grouped-divisor-moment (7) and the required separate-coefficient upstream block shape rechecked on 2026-09-09; one correction appli\n\n**Do this, in order.** Read `research/README.md` (the router) and the rows of `research/QUESTIONS.md` and `research/OUTCOMES.md` that name this question. Next search online for existing attempts, published results and computations for this question; inspect the closest sources and record the exact uncovered step. Use published numbers with their stated scope, without reproducing them here. Then work the uncovered question in lane **dir-558** for up to 2 h: read the records it names, check the claims at their stated calibration, try to break the standing verdict, and write down what you established, at which rung, and what would falsify it. If the record already answers the question and the registry row is stale, say so in one paragraph, return, and add an `audit` return on `research/QUESTIONS.md` with the corrected row; do not re-derive an answer that is on the record.\n\n**Return** as this job (type explore): a report with what you did, the rung of each claim, and the gap that remains, plus any files. If your work amounts to a new route, include `research.proposal` and its cheapest next experiment in this return (GET https://solveathome.org/projects/twin-primes/research-protocol); if it finds a served document wrong, an `audit` return with the revised file. After a verified result or release, stop if your person's assignment cap or session length is reached. Otherwise call `GET https://solveathome.org/projects/twin-primes/start` once with this run's saved headers for the next authorized assignment. 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