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126 changes: 126 additions & 0 deletions research/e6-sparse-correction-floor/PROOF.md
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# A support obstruction for the fixed E6 correction

This contribution was produced by Nick Petalas. Apache-2.0.
Claim type: scoped written invoice proof with exact finite corroboration.

## Contract and cited premises

Use Cinna Davis / 1337isnot1337's PR2240 factorization, fixed dense pairing
B0 and seven-term pricing contract. Write X for its full-column-rank
36-by-6 coordinate matrix and H for its symmetric basis Gram matrix.
The original six columns have the cited pairing ranks

```text
(r_1,r_2,r_3,r_4,r_5,r_6) = (6,7,6,6,6,6).
```

These ranks are trusted mathematical premises from PR2240, not independently
recounted or re-certified here. Each nonzero term with pairing rank r has
fully charged cost max(5,r). The source certificate, exact source head and
retained bytes are pinned in SOURCES.json. Its model and Theorem C lineage
credit PR1590 and the retained root-unit contributors.

For nonzero rational a in Q^6 and nonzero rational lambda the correction is

```text
p_i = X e_i, q_i = X(H e_i-lambda a_i a), 1<=i<=6,
p_7 = X a, q_7 = lambda X a.
```

Cancellation gives sum_i p_i q_i^T = X H X^T. The factorization and this
identity are credited to PR2240. A genuine seven-term member has every q_i
nonzero. X has full column rank, so the p_i, p_7 and q_7 are nonzero.

## The new bound

Let s be the number of nonzero coordinates of a, and let epsilon be one if
a_2 is nonzero and zero otherwise. For every positive real q, the complete
seven-term charged moment satisfies

```text
sum_(i=1)^7 max(5,r_i(new))^q
>= (s+1) 5^q + (5-s+epsilon) 6^q + (1-epsilon) 7^q. (1)
```

In particular its unit-price charged cost C satisfies

```text
C >= 42-s-epsilon. (2)
```

To prove (1), if a_i=0 then q_i=X H e_i and the entire original term,
including its support and pairing rank, is unchanged. Exactly 5-s+epsilon
of those fixed terms have rank six and 1-epsilon has rank seven. The s
changed terms and the extra term each pay at least five. Positive powers
preserve these inequalities. Summing proves (1); setting q=1 proves (2).
This argument does not enumerate or bound the rational coefficients.

The bound is sharp for the relaxation that records only the unchanged ranks
and the five-unit floor of the other terms. Assigning five to every changed
and extra term attains its right side. This is an abstract invoice witness,
not a decoder, a simultaneous rank-attainment theorem or a physical program.

## Consequences for the rational two-coordinate family

Every direction supported on at most two coordinates has C>=39. If its
support excludes coordinate two then a two-coordinate direction has C>=40.
For the claimed plane a=e_1+t e_2, t rational, the floor is 39 when t!=0
and 41 when t=0. No minimum decoder cost or attainment of either floor is
asserted.

The seven-term condition is automatic for these directions. The source
basis matrix is

```text
H = [2 0 1 1 1 1
0 2 1 1 1 0
1 1 2 1 1 1
1 1 1 2 1 1
1 1 1 1 2 1
1 0 1 1 1 2].
```

Every H e_i has at least four nonzero coordinates. If q_i=0 then full column
rank of X gives H e_i=lambda a_i a. If a_i=0 this contradicts H e_i!=0;
otherwise its right side has at most two nonzero coordinates. This is also
a contradiction. Thus the whole rational two-coordinate family, including
all nonzero lambda, is covered without excluding untested degeneracies.

Equation (2) also gives necessary support conditions for any genuine member
to match or improve the original six-term cost 37. Cost at most 37 requires
s+epsilon>=5, hence at least four nonzero coordinates; if exactly four,
coordinate two must be included. Cost at most 36 requires at least five,
again including coordinate two when there are exactly five. These are
necessary conditions, not constructions or sufficient conditions.

The elementary fixed-term argument is the new step. PR2240 supplies the
factorization, the six ranks, finite-alphabet screen and tariff. PR2247
changes the base by elementary shears and is outside this fixed-base result.
DreamingOfClouds's PR2277 supplies the broader root-code floor 36. It already
excludes cost 35 for all such root-code decoders. The new support gate is
stronger for this sparse fixed-base family and does not replace that theorem.

## Finite evidence and limits

The verifier enumerates all 63 nonempty coordinate supports. For each support
it exhausts charged ranks in {5,6,7} on its changed and extra terms, keeping
the other ranks fixed. There are exactly 3(4^6-1)=12,285 abstract invoices.
Every invoice dominates the sorted lower profile coordinatewise, and each
of the 63 abstract minima attains (2). The bound for arbitrary larger ranks
follows from the written monotonicity argument, not this finite alphabet.

The new parameter fixtures cover all 15 coordinate pairs, four rational
ratios outside the earlier ternary pair alphabet and four nonzero rational
lambda values. These 240 fixtures check coefficient cancellation, unchanged
terms and absence of zero factors. They do not recompute E6 pairing ranks or
replay PR2240's published census. Five invalid supports are rejected, and
explicit ordinary/exceptional/full-support boundaries guard the debit.

This is a fully charged Theorem C invoice obstruction, not a raw-rank floor
or complete physical supplier bill. Exact minimum cost on the rational plane,
compatibility of the abstract minimum ranks, dense directions, changed bases,
native realization, ownership/restoration, routing, precision/tape, stock,
compiler and outer costs remain open. All five selected framework assumptions
retain their status. No new kappa, selected-frontier change, supplier admission,
complete multiplication theorem, independent human or formal proof-kernel
acceptance is claimed.
119 changes: 119 additions & 0 deletions research/e6-sparse-correction-floor/README.md
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# Every sparse two-coordinate E6 correction costs at least 39

This contribution was produced by Nick Petalas. Apache-2.0.

Claim type: scoped written invoice proof with exact finite corroboration.
For Cinna Davis / 1337isnot1337's fixed PR2240 one-extra rank-one E6
factorization and its fully charged Theorem C tariff, every nonzero rational
correction direction supported on at most two coordinates costs at least 39,
for every nonzero rational lambda. A two-coordinate direction that excludes
coordinate two costs at least 40. Attainment is unclaimed.

The [proof](PROOF.md) gives the support-sensitive moment bound, valid for every
positive power q and every genuine seven-term member:

```text
sum charged_rank^q >= (s+1) 5^q + (5-s+epsilon) 6^q + (1-epsilon) 7^q,
C >= 42-s-epsilon,
s = support size of a, epsilon = 1 if a_2 is nonzero, otherwise 0.
```

This strengthens PR2277's general root-code floor 36 on this sparse family.
To match the original six-term cost 37, a genuine seven-term correction must
touch at least four coordinates, including coordinate two when it touches exactly four. To reach
36 requires at least five, including coordinate two when exactly five.
These are new necessary support gates, not sufficient conditions or decoders.

The lower profile is sharp in the abstract relaxation that retains only fixed
term ranks and the five-unit charge floor. No E6 decoder is claimed to attain
that abstract profile. The exact minimum on the rational two-parameter plane
remains open.

## Evidence and reproduction

The standalone verifier enumerates every nonempty coordinate support and all
12,285 declared abstract invoices. Each of the 63 support minima equals the
new formula. It also checks 240 new rational coefficient fixtures across all
coordinate pairs, five invalid supports and the ordinary, exceptional and
full-support boundaries. It imports no predecessor executable and does not
replay the predecessor's census or recompute its six published pairing ranks.
Four scientific source mutations and one source-byte corruption were also
rejected locally in both normal and optimized modes. Every run generates a
receipt hashing all six package files and its pinned
source certificate. No receipt is handwritten or committed.

From the repository root, with standard-library CPython 3.12:

```sh
/Users/nick/git/integer-mult-bounds/.venv/bin/python3.12 -I -X dev -W error -B research/e6-sparse-correction-floor/verify.py
/Users/nick/git/integer-mult-bounds/.venv/bin/python3.12 -I -O -X dev -W error -B research/e6-sparse-correction-floor/verify.py
/Users/nick/git/integer-mult-bounds/.venv/bin/python3.12 -B scripts/research_package.py --package research/e6-sparse-correction-floor
/Users/nick/git/integer-mult-bounds/.venv/bin/python3.12 -B scripts/check_research_commit.py --package research/e6-sparse-correction-floor --check-source-history
```

Another CPython 3.12 installation can replace the absolute interpreter path.
The direct marker is PASS_E6_SPARSE_CORRECTION_FLOOR. Normal and optimized
commands are read-only. A standalone export must retain the declared source
certificate at its repository-relative path; direct replay then needs no Git.
The metadata and committed-byte commands need repository history.

## Sources and scope

Cinna Davis / 1337isnot1337's [PR2240](https://github.com/CrocSwap/integer-mult-bounds/pull/2240),
head c8a2b37056e766715c457f56e2dd8172f5bdbccd, supplies the fixed
factorization, dense pairing, ranks (6,7,6,6,6,6), tariff and finite-alphabet
screen. Those mathematical inputs are cited, not audited or independently
re-certified. Its PR1590/root-unit lineage retains credit. PR2247 changes the
base by shears. DreamingOfClouds's PR2277 supplies the broader root-code floor
36, already excluding cost 35. The new gate is stronger on this sparse fixed
base, and leaves those results intact.

Scientific base is canonical main 7c49fe32c55de02c2c873655c804b16e4c3fef0a,
priorities revision 8, selected PR6030. [SOURCES.json](SOURCES.json) binds the
source certificate as a live input and the source question as provenance.
[TASK.json](TASK.json) records the change from the complex-rank-shape-decoder
card to this scoped obstruction. Its supplier acceptance gate is not claimed.
The current selected metadata control passed; its scientific replay was not run.

The [canonical claim](https://github.com/CrocSwap/integer-mult-bounds/discussions/1166#discussioncomment-19371202)
identifies the E6 target and its narrowed scope.
Live open/account PRs, active Discussions, reservations, main/merged rational
and support-sensitive searches were checked. The overlap snapshot covered
522 open PRs and 6,534 Discussion records; omitted sparse notes, unpublished
work and arbitrary historical diffs remain limits. No global novelty claim is
made.

No raw-rank bound, exact decoder minimum, physical supplier, new kappa,
selected-frontier change or complete multiplication theorem is claimed.
Native realization, ownership/restoration, routing, precision/tape, stock,
compiler and outer costs remain separate. All five selected framework
assumptions remain. Selected cold replay, Lean, Docker, independent human and
formal proof-kernel review were not run or claimed.

## Engineering bounds

All loops have fixed finite bounds: 63 supports, at most 3^7 invoice choices,
seven ranks, six coordinates and 240 rational fixtures. There is no recursion,
dynamic code evaluation or external executable import. Each function is under
60 lines and explicit invariant checks survive optimized execution.

Power-of-Ten rule 3 has a managed-runtime deviation. Python integers, Fractions
and temporary lists allocate during arithmetic. The fixed domains bound live
records to one seven-rank invoice or six-by-six coefficient matrix, plus the
source certificate, capped at 64 KiB. Any future general-input interface needs
a new resource bound. Warning-strict normal/optimized runs, AST inspection,
source corruption and scientific mutation controls are the applicable checks.
No repository-wide analyzer configuration changes are needed for this package.

## Open next questions

1. Determine whether a genuine fixed-base correction attains the support-only
floor at support four or five. Start by checking simultaneous pairing-rank
compatibility at an explicit rational direction. The abstract invoice does
not supply that compatibility or a decoder.
2. Determine the exact minimum on a=e_1+t e_2. Start with the support-change
arrangement in rational t and lambda. The present floor 39 is not claimed
attained; a universal two-parameter classification is unrun.
3. Identify a changed base or a complete physical consumer that makes a lower
algebraic invoice useful. Start with its full paid contract. Frames,
restoration and native/outer costs are unresolved.
30 changes: 30 additions & 0 deletions research/e6-sparse-correction-floor/SOURCES.json
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{
"schema_version": 1,
"base_commit": "7c49fe32c55de02c2c873655c804b16e4c3fef0a",
"files": [
{
"path": "certificates/selected-result.json",
"usage": "provenance",
"git_blob": "d59b5035e7b4cbaa9d688a1d32dd0d6eb79c466a",
"sha256": "9b8d0eea95b3bf0dfcb7938a732a6439b87a2685dec2a5ab9e525b3b34debbfa"
},
{
"path": "docs/research/agent-task-catalog.json",
"usage": "provenance",
"git_blob": "3404fbdd5e7529a0674eef26114b5071e4586cec",
"sha256": "ead6cdc9d0af6d58e8a49744d8ec8c7c15e13d2ba93c276c434bcf9b51b93a81"
},
{
"path": "research/e6-one-extra-frame-seed4dd9/CERTIFICATE.json",
"usage": "input",
"git_blob": "bdd765ed8b25a2c16343d6829b3bbdfd0668f5fc",
"sha256": "8fb24266bef48d57bee29573404b04c7b3eb996a733db02fa57538a1ce3dd0ae"
},
{
"path": "research/e6-one-extra-frame-seed4dd9/README.md",
"usage": "provenance",
"git_blob": "73270b0a515fcfbe6736695c7da271ac0e5305ca",
"sha256": "fd2c4645df6218549c81eaf07f159084f1b5e1df2c85e0b60cb5cd74c76f2d64"
}
]
}
93 changes: 93 additions & 0 deletions research/e6-sparse-correction-floor/TASK.json
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{
"schema_version": 1,
"task_id": "complex-rank-shape-decoder",
"priority_revision": 8,
"base_commit": "7c49fe32c55de02c2c873655c804b16e4c3fef0a",
"original_card": {
"id": "complex-rank-shape-decoder",
"question": "Can a legal decoder or coframe change improve the full signed moment, including changed helper targets?",
"starting_points": [
"docs/research/current-priorities.md",
"docs/research/research-family-status.md",
"certificates/selected-result.json",
"docs/research/pr-intake-evidence/pr5599-completion/PROOF-REVIEW.md",
"docs/research/recursive-invoice-preflight.md"
],
"methods": [
"Construct and independently check one source-bound instance of the stated first experiment.",
"Seek an exact counterexample or target-specific complete-budget obstruction to that same proposed change."
],
"acceptance_gate": "A source-bound arbitrary-input identity and legal producer/consumer boundary with the complete paid and productive target invoice, including restoration, ownership, native alignment and extra charges. Price under the actual current model; historical ceiling.py assumptions must be established before use. A favorable optimistic relaxation keeps a route open but is not a completed supplier. A scoped local result remains useful; expansion requires the family-level budget gate.",
"first_step": {
"command": [
"python3",
"-B",
"scripts/research_selected_baseline.py"
],
"expected": "PASS_RESEARCH_BASELINE_BINDINGS_ONLY",
"inspect": "Read revision 8, the selected review and live exact-source handoffs. Then follow this card's bounded first_experiment.",
"scope": "Source-bound orientation only, not a supplier replay or theorem proof."
},
"first_experiment": "Price one complete changed itinerary with both paid and productive histograms. Check #5693/#5698 for overlap and their exact hypotheses before another coframe search. Use the signed invoice preflight where its boundary contract agrees; an inconclusive concave comparison is not a power crossing. Stop if an optimistic complete budget fails at the chosen target or native delivery remains unspecified.",
"bottleneck_link": "Judge the actual current supplier contract and complete signed target/paid bill; frozen-profile ceilings require an applicability proof.",
"allowed_variations": [
"One exact source head, helper/cut region or quantified proposition and changed hypothesis; check live handoffs first. Different seeds are not different scopes."
],
"scope_change_triggers": [
"Changing source head, helper/cut domain, operation alphabet or caller boundary without recording the new scope.",
"Treating an archived proposal or local numerical pass as complete supplier admission."
],
"overlap_terms": [
"coframe",
"signed moment",
"5693",
"5698"
],
"existing_checks": [
{
"scope": "Selected PR5599: complete helper-subspace construction and independent caller replay; five framework assumptions remain.",
"evidence": "docs/research/pr-intake-evidence/pr5599-completion/PROOF-REVIEW.md",
"remaining": "The next experiment must identify uncovered source-specific work. Successor archive intake does not transfer this admission.",
"status": "reviewed",
"source_commit": "09dd0965711ca7eeb169057a420abab1c9052137",
"selected_record_sha256": "2a0220e866417774606e0f991e41b9c1d26b1f43b97857238cf478dbc7d330b5"
}
]
},
"scope_status": "changed",
"actual_scope": "A support-sensitive charged-moment obstruction for the fixed PR2240 rank-one E6 correction; every rational direction supported on at most two coordinates costs at least 39.",
"scope_change_reason": "Take an original sparse rational subfamily of PR2240, removing its finite direction alphabet on the claimed plane. Stop at the first new support obstruction; no supplier construction, predecessor audit or parameter sweep.",
"bottleneck_link": "Scoped decoder side result: reject sparse rational corrections before a larger direction search. This does not satisfy the card supplier acceptance gate or move the selected frontier.",
"budget_minutes": 60,
"stop_rule": "Ship the first verified support obstruction. Leave exact decoder attainment and the rational parameter arrangement open.",
"outcome": "completed",
"evidence": "PROOF.md and verify.py: 63 support sets, 12285 abstract invoices, 240 new rational fixtures, 5 invalid supports and exact boundary controls.",
"author": "Nick Petalas",
"ai_assistance": "Independent human and formal proof-kernel review are unclaimed.",
"open_questions": [
{
"question": "Can a genuine fixed-base correction attain the support-only floor at support four or five?",
"why_it_matters": "Tests whether the new necessary invoice gate has compatible rank realizations.",
"first_step": "Check simultaneous pairing ranks for one explicit rational direction.",
"blocked_by": "The abstract minimum does not provide a compatible E6 decoder."
},
{
"question": "What is the exact minimum on a=e_1+t e_2?",
"why_it_matters": "Would sharpen the rational-plane floor to an exact decoder tariff.",
"first_step": "Classify the exact support-change arrangement in rational t and lambda.",
"blocked_by": "The two-parameter arrangement is unrun and attainment of 39 is unclaimed."
},
{
"question": "Can a changed base or physical caller use a lower decoder invoice?",
"why_it_matters": "Connects an algebraic bill to multiplication savings.",
"first_step": "State and charge the full native/frame/restoration/outer contract.",
"blocked_by": "No complete physical consumer or supplier mapping is supplied."
}
],
"source_question": {
"pr": 2240,
"author": "1337isnot1337",
"head": "c8a2b37056e766715c457f56e2dd8172f5bdbccd"
},
"claim_url": "https://github.com/CrocSwap/integer-mult-bounds/discussions/1166#discussioncomment-19371202"
}
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