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+ PIRTM — Prime-Indexed Recursive Tensor Mathematics
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+ Copyright (C) 2026 Ahmad Ali Parr
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README.md ADDED
@@ -0,0 +1,87 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ license: agpl-3.0
3
+ tags:
4
+ - snapkitty
5
+ - october-2026-drop
6
+ - alloy
7
+ - formal-methods
8
+ - formal-verification
9
+ - model-checking
10
+ - counter-paper
11
+ - goldilocks-field
12
+ - research
13
+ ---
14
+
15
+ > Mirrored from [https://github.com/AHMADALIPARR/PIRTM](https://github.com/AHMADALIPARR/PIRTM) at commit `784ed88`. Part of the **SnapKitty October 2026 main drop**.
16
+
17
+ <!--
18
+ Copyright (C) 2026 Ahmad Ali Parr
19
+ SPDX-License-Identifier: AGPL-3.0-only
20
+ -->
21
+
22
+ # PIRTM
23
+
24
+ [![License: AGPL-3.0](https://img.shields.io/badge/license-AGPL--3.0-blue.svg)](LICENSE)
25
+ [![Alloy 6.2.0](https://img.shields.io/badge/Alloy-6.2.0-orange.svg)](https://alloytools.org/)
26
+ [![Reproducible](https://img.shields.io/badge/reproducible-yes-green.svg)](paper/counter-paper.md#reproduction)
27
+
28
+ **Prime-Indexed Recursive Tensor Mathematics** — a compiler IR for tensor
29
+ programs lowering to Goldilocks field arithmetic circuits (`p = 2⁶⁴ − 2³² + 1`).
30
+
31
+ This repo hosts an Alloy counter-paper against the HCALC verification logs.
32
+
33
+ ---
34
+
35
+ ## The claim, in full
36
+
37
+ `github.com/AHMADALIPARR/hcalc` ships Alloy 6.2.0 logs reporting
38
+ `UNSAT (PASS)` for **A1–A7**, **P1–P8**, and ten **`INV_*`** invariants —
39
+ presented as verification of the sealed properties.
40
+
41
+ **Documented findings** (all reproduced, see
42
+ [`paper/counter-paper.md`](paper/counter-paper.md)):
43
+
44
+ 1. **Every assertion is formula-identical to an enforced fact.** A1 asserts
45
+ `declaredCard = 64`; the fact sets `declaredCard = 64`. P2 asserts
46
+ `isDiagonal = 1 ∧ alphaLaw = SpecAlphaLaw`; the fact sets both. Same
47
+ for A6, A7, P4, INV_converge, INV_evolution_total — see §2 of the paper.
48
+ 2. **The model checks flags, not mathematics.** The 64 primes are an Int
49
+ constant; the "Gershgorin bound" and "operator norm ≤ 1−ε" are Int
50
+ flags (`opBoundOK = 1`); `αⱼ = 1/(1+log pⱼ)` is an uninterpreted atom
51
+ `SpecAlphaLaw`. No prime value, logarithm, or norm is ever computed.
52
+ 3. **The method cannot distinguish truth from falsehood.** Exhibit A
53
+ (`alloy/vacuity-demo.als`) runs the identical pattern on a **false**
54
+ claim — `Moon.madeOfCheese = 1` — and Alloy returns `UNSAT`.
55
+ 4. **Falsifiability is what's missing.** Exhibit B
56
+ (`alloy/hcalc-mirror.als`) mirrors the real A7/P2 pairs and adds a
57
+ control check whose fact models a *generator*, not the conclusion —
58
+ the shape a genuine verification takes.
59
+ 5. **What is NOT disputed:** the HCALC definitions, the mathematics, or
60
+ the Lean 4 formalization (1968 jobs, zero `sorry` — genuine proof,
61
+ credited in full). Only what the *Alloy logs* are claimed to establish.
62
+
63
+ Until the checks can fail, every `UNSAT (PASS)` reads as
64
+ `TAUTOLOGY (UNINFORMATIVE)`.
65
+
66
+ ---
67
+
68
+ ## Reproduce
69
+
70
+ ```sh
71
+ java -jar alloy.jar exec -f -t text alloy/vacuity-demo.als
72
+ java -jar alloy.jar exec -f -t text alloy/hcalc-mirror.als
73
+ ```
74
+
75
+ Alloy 6.2.0 jar bundled. Full argument:
76
+ [`paper/counter-paper.md`](paper/counter-paper.md).
77
+
78
+ ## License
79
+
80
+ [AGPL-3.0-only](LICENSE). Copyright (C) 2026 Ahmad Ali Parr.
81
+
82
+ ### 💼 Commercial License
83
+
84
+ SnapKitty code is free and open under **AGPL-3.0** for open-source use. Building a commercial product or service? A **proprietary commercial license** from Snapkitty Collective LLC lets you ship this code without the AGPL's source-sharing and network-use obligations.
85
+
86
+ **[→ Get a commercial license](mailto:A.parr@belespritdaccord.uk?subject=Commercial%20license:%20PIRTM)** · A.parr@belespritdaccord.uk
87
+
alloy.jar ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:6b8c1cb5bc93bedfc7c61435c4e1ab6e688a242dc702a394628d9a9801edb78d
3
+ size 21062377
alloy/hcalc-mirror.als ADDED
@@ -0,0 +1,88 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ /*
2
+ * hcalc-mirror.als — PIRTM counter-paper, Exhibit B
3
+ *
4
+ * A structural mirror of two real HCALC checks, annotated to show the
5
+ * fact/assert identity. Names and shapes follow the originals:
6
+ * - A7 (HCALC.als): GapRecord statuses forced to SpecDefined by fact,
7
+ * then asserted SpecDefined.
8
+ * - P2 (modules/Transform.als): TpMap flags forced to (1, SpecAlphaLaw)
9
+ * by fact, then asserted identical.
10
+ *
11
+ * The substantive mathematics (prime values, log weights, operator norms)
12
+ * never enters the Alloy model; it is replaced by Int/enum flags.
13
+ * Alloy therefore checks flag bookkeeping, not mathematics.
14
+ */
15
+
16
+ module hcalc_mirror
17
+
18
+ -- ============ Mirror of HCALC A7 ============
19
+ abstract sig DefStatus {}
20
+ one sig SpecDefined extends DefStatus {}
21
+
22
+ one sig GapRecord_Tp {
23
+ status: one DefStatus
24
+ }
25
+
26
+ -- Original: "fact A7_production_all_spec_defined { GapRecord_Tp.status = SpecDefined ... }"
27
+ fact hcalc_A7_fact {
28
+ GapRecord_Tp.status = SpecDefined
29
+ }
30
+
31
+ -- Original: "assert A7_production_defined_records { ... GapRecord_Tp.status = SpecDefined ... }"
32
+ assert hcalc_A7_assert {
33
+ GapRecord_Tp.status = SpecDefined
34
+ }
35
+
36
+ check hcalc_A7_assert for 3
37
+ -- UNSAT. Inevitable: the fact admits no instance where status differs.
38
+
39
+ -- ============ Mirror of HCALC P2 ============
40
+ abstract sig AlphaLawKind {}
41
+ one sig SpecAlphaLaw extends AlphaLawKind {}
42
+
43
+ sig TpMap {
44
+ isDiagonal: Int,
45
+ alphaLaw: one AlphaLawKind
46
+ }
47
+
48
+ -- Original: "fact fact_P2_tp_diag_spec_alpha {
49
+ -- all tp: TpMap | tp.isDiagonal = 1 and tp.alphaLaw = SpecAlphaLaw }"
50
+ fact hcalc_P2_fact {
51
+ all tp: TpMap | tp.isDiagonal = 1 and tp.alphaLaw = SpecAlphaLaw
52
+ }
53
+
54
+ -- Original: "assert P2_tp_diag_spec_alpha { tp_diag_spec_alpha_ok }"
55
+ -- where tp_diag_spec_alpha_ok is the identical formula.
56
+ assert hcalc_P2_assert {
57
+ all tp: TpMap | tp.isDiagonal = 1 and tp.alphaLaw = SpecAlphaLaw
58
+ }
59
+
60
+ check hcalc_P2_assert for 3
61
+ -- UNSAT. Inevitable: same formula as the fact.
62
+ --
63
+ -- NOTE what is NOT modeled: alpha_j = 1/(1+log p_{j mod 64}).
64
+ -- No logarithm, no prime values, no real arithmetic appear anywhere.
65
+ -- "SpecAlphaLaw" is an uninterpreted atom. The check confirms the atom
66
+ -- is attached where the fact attached it. That is bookkeeping, not proof.
67
+
68
+ -- ============ What a non-vacuous check would look like ============
69
+ -- A real check would DERIVE the flag from independently modeled structure,
70
+ -- e.g.: model actual small primes, compute a weight law in Int arithmetic,
71
+ -- and assert the diagonal property FOLLOWS. Then a counterexample would be
72
+ -- possible in principle, and UNSAT would mean something.
73
+ --
74
+ -- Minimal sketch (integers stand in for the weight law):
75
+ sig Cell { w: Int }
76
+
77
+ -- Suppose the SPEC claims: every weight is positive.
78
+ -- A non-vacuous model does NOT fact this in; it facts the GENERATOR:
79
+ fact generator {
80
+ all c: Cell | c.w = 2 -- stand-in for "computed by the weight law"
81
+ }
82
+ assert weights_positive {
83
+ all c: Cell | c.w > 0
84
+ }
85
+ check weights_positive for 3
86
+ -- UNSAT, and this time it MEANS something: had the generator been
87
+ -- "c.w = -5", the check would have found the counterexample.
88
+ -- Falsifiability is the difference between verification and transcription.
alloy/vacuity-demo.als ADDED
@@ -0,0 +1,46 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ /*
2
+ * vacuity-demo.als — PIRTM counter-paper, Exhibit A
3
+ *
4
+ * Demonstrates that the verification pattern used in the HCALC Alloy model
5
+ * (github.com/AHMADALIPARR/hcalc) cannot distinguish true claims from false
6
+ * ones, because every "check" asserts a formula already enforced as a fact.
7
+ *
8
+ * Pattern under test (one instance per HCALC check A1-A7, P1-P8, INV_*):
9
+ * fact F { P } -- P enforced on all instances, no counterexample possible
10
+ * assert A { P } -- the "verification": is P true in all instances?
11
+ * check A -- UNSAT, reported as "PASS"
12
+ *
13
+ * Here P is a claim about the real world that is FALSE. If the pattern still
14
+ * reports UNSAT ("PASS"), the pattern verifies nothing.
15
+ */
16
+
17
+ module vacuity_demo
18
+
19
+ -- A false real-world claim, encoded exactly the way HCALC encodes its
20
+ -- "source-claims": as an Int flag on a singleton signature.
21
+ one sig Moon {
22
+ madeOfCheese: Int
23
+ }
24
+
25
+ -- Step 1, the HCALC move: install the claim as an uncheckable fact.
26
+ -- (Compare: hcalc alloy/modules/PrimeIndex.als,
27
+ -- "fact A1_declared_cardinality_64 { P64Carrier.declaredCard = 64 }".)
28
+ fact claim_as_fact {
29
+ Moon.madeOfCheese = 1
30
+ }
31
+
32
+ -- Step 2, the HCALC "verification": assert the identical formula.
33
+ -- (Compare: "assert A1_P64_cardinality_and_distinct { prime_index_integrity }"
34
+ -- where prime_index_integrity restates the fact's content.)
35
+ assert MoonIsCheese {
36
+ Moon.madeOfCheese = 1
37
+ }
38
+
39
+ check MoonIsCheese for 3
40
+ -- EXPECTED: UNSAT. The log will say "no counterexample found".
41
+ -- CONCLUSION: the check passed for a false claim. The method is vacuous:
42
+ -- it can only ever re-confirm the facts it was given.
43
+
44
+ -- Control experiment: WITHOUT the fact, the same assertion is refutable.
45
+ -- (Uncomment the fact above -> check passes; comment it out -> check fails.
46
+ -- That is the whole content of every HCALC "UNSAT (PASS)" line.)
hcalc-mirror/receipt.json ADDED
@@ -0,0 +1 @@
 
 
1
+ {"commands":{"hcalc_A7_assert":{"bitwidth":4,"expects":-1,"maxprefix":-1,"maxseq":-1,"minprefix":-1,"name":"hcalc_A7_assert","overall":3,"source":"check hcalc_A7_assert for 3","type":"check"},"hcalc_P2_assert":{"bitwidth":4,"expects":-1,"maxprefix":-1,"maxseq":-1,"minprefix":-1,"name":"hcalc_P2_assert","overall":3,"source":"check hcalc_P2_assert for 3","type":"check"},"weights_positive":{"bitwidth":4,"expects":-1,"maxprefix":-1,"maxseq":-1,"minprefix":-1,"name":"weights_positive","overall":3,"source":"check weights_positive for 3","type":"check"}},"coreMinimization":2,"inferPartialInstance":true,"repeat":1,"sigs":{"univ":{"builtin":true,"cardinality":"set","name":"univ","type":"{univ}"},"Int":{"builtin":true,"cardinality":"set","name":"Int","type":"{Int}"},"seq/Int":{"builtin":true,"cardinality":"set","name":"seq/Int","type":"{seq/Int}"},"String":{"builtin":true,"cardinality":"set","name":"String","type":"{String}"},"none":{"builtin":true,"cardinality":"set","name":"none","type":"{none}"},"DefStatus":{"cardinality":"none","name":"DefStatus","type":"{DefStatus}"},"SpecDefined":{"cardinality":"one","name":"SpecDefined","type":"{DefStatus}"},"GapRecord_Tp":{"cardinality":"one","fields":{"status":{"arity":2,"name":"status","type":"{GapRecord_Tp->DefStatus}"}},"name":"GapRecord_Tp","type":"{GapRecord_Tp}"},"AlphaLawKind":{"cardinality":"none","name":"AlphaLawKind","type":"{AlphaLawKind}"},"SpecAlphaLaw":{"cardinality":"one","name":"SpecAlphaLaw","type":"{AlphaLawKind}"},"TpMap":{"cardinality":"set","fields":{"isDiagonal":{"arity":2,"name":"isDiagonal","type":"{TpMap->Int}"},"alphaLaw":{"arity":2,"name":"alphaLaw","type":"{TpMap->AlphaLawKind}"}},"name":"TpMap","type":"{TpMap}"},"Cell":{"cardinality":"set","fields":{"w":{"arity":2,"name":"w","type":"{Cell->Int}"}},"name":"Cell","type":"{Cell}"}},"solver":"sat4j","symmetry":20,"timestamp":1791676059462,"unrolls":-1}
paper/counter-paper.md ADDED
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+ <!--
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+ Copyright (C) 2026 Ahmad Ali Parr
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+ SPDX-License-Identifier: AGPL-3.0-only
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+ -->
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+
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+ # On the Vacuity of Fact/Assert-Identical Verification
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+
8
+ ## An Alloy counter-paper on the HCALC verification logs
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+
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+ **PIRTM — Prime-Indexed Recursive Tensor Mathematics**
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+ Ahmad Ali Parr · 2026-10-10
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+
13
+ ---
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+
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+ ## 0. Abstract
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+
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+ The HCALC repository (`github.com/AHMADALIPARR/hcalc`) ships Alloy 6.2.0
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+ verification logs in which every check — A1–A7, P1–P8, and ten `INV_*`
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+ invariants — reports `UNSAT (PASS)`. We show that these results are
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+ **vacuous**: in every case we examined, the assertion under check is
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+ formula-identical to (a fragment of) a `fact` already enforced on the
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+ model, so no counterexample is possible by construction. We prove the
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+ method cannot distinguish true claims from false ones by exhibiting a
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+ runnable Alloy model in which a **false** real-world claim passes with
25
+ `UNSAT` under the identical pattern. We close by crediting what is
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+ genuinely verified (the Lean 4 formalization: 1968 jobs, zero `sorry`)
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+ and stating what non-vacuous Alloy verification would require.
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+
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+ Nothing in this paper disputes the HCALC *definitions* (PRODUCTION.md).
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+ It disputes what the Alloy logs *establish*.
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+
32
+ ---
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+
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+ ## 1. The claim under test
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+
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+ `hcalc/alloy/logs/alloy-check.txt` (2026-10-07) reports, for Alloy 6.2.0:
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+
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+ ```
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+ === A1-A7 sealed PROPERTY_MAP (UNSAT = pass) ===
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+ A1_P64_cardinality_and_distinct UNSAT (PASS)
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+ ...
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+ A7_production_defined_records UNSAT (PASS)
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+
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+ === Production P1-P8 (UNSAT = pass) ===
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+ P1_carrier_linf_dim UNSAT (PASS)
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+ ...
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+ P8_contractalg_gershgorin_then_c UNSAT (PASS)
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+
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+ === INV_* checks (UNSAT = pass) ===
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+ ... (10 more) ...
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+ ```
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+
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+ The governing note reads: *"UNSAT = PASS for checks"*. The reader is
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+ invited to conclude that Alloy verified the sealed properties. It did
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+ not. It re-confirmed its own input.
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+
57
+ ---
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+
59
+ ## 2. The pattern
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+
61
+ Every check we inspected follows one shape. Using A7 as the canonical
62
+ example (`alloy/HCALC.als`):
63
+
64
+ ```alloy
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+ fact A7_production_all_spec_defined {
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+ GapRecord_LambdaM.status = SpecDefined
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+ ... -- P enforced on all instances
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+ }
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+
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+ assert A7_production_defined_records {
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+ ...
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+ GapRecord_LambdaM.status = SpecDefined
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+ ... -- P asserted
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+ }
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+
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+ check A7_production_defined_records -- UNSAT, logged as "PASS"
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+ ```
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+
79
+ The `assert` is formula-identical to the `fact`. Alloy's `check`
80
+ searches for an instance satisfying all facts and violating the
81
+ assertion. The facts *define* the assertion's content, so the search
82
+ space of counterexamples is empty *a priori*. `UNSAT` is not a
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+ discovery; it is a restatement of the input.
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+
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+ The same identity holds, verbatim, across the model:
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+
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+ | Check | Fact enforces | Assert restates | File |
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+ |---|---|---|---|
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+ | A1 | `P64Carrier.declaredCard = 64` | `declaredCard = 64` + index ranges | `modules/PrimeIndex.als` |
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+ | P2 | `tp.isDiagonal = 1 ∧ tp.alphaLaw = SpecAlphaLaw` | identical formula | `modules/Transform.als` |
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+ | INV_converge | `convergence_hyps_production` | `convergence_hyps_production` | `modules/Converge.als` |
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+ | A6 | guardian verdict implications | identical implications | `modules/Converge.als` |
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+ | INV_evolution_total | `all s: State \| some t: Time \| t.at = s` | identical formula | `modules/State.als` |
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+ | A7 | all GapRecords `= SpecDefined` | identical conjunction | `HCALC.als` |
95
+
96
+ In no case does the assertion *derive* anything from independently
97
+ modeled structure. In no case could a counterexample exist without
98
+ contradicting a fact.
99
+
100
+ ---
101
+
102
+ ## 3. What the flags hide
103
+
104
+ Even where the pattern were sound, the model checks **flags, not
105
+ mathematics**:
106
+
107
+ - **A1** does not verify 64 primes. It sets the integer constant
108
+ `declaredCard = 64` and checks the constant equals 64. The prime
109
+ *values* are explicitly deferred: *"Numeric prime VALUES remain
110
+ Lean L1; here we only constrain indices 0..63 distinct."* The
111
+ comment is honest; the `UNSAT (PASS)` line is not.
112
+ - **P2** does not verify `αⱼ = 1/(1+log p_{j mod 64})`. No logarithm,
113
+ no prime value, no real arithmetic appears in the model.
114
+ `SpecAlphaLaw` is an uninterpreted atom; the check confirms the atom
115
+ is attached where the fact attached it. That is bookkeeping.
116
+ - **A2** ("contractive ↔ Gershgorin bound") never computes a
117
+ Gershgorin disc. The operator norm is an `Int` flag.
118
+ - **A6** ("guardian rejects spectral_radius ≥ 1") never computes a
119
+ spectral radius. The radius is an `Int` flag (`spectralRadiusGeOne`).
120
+
121
+ A check that cannot see the mathematics cannot verify the
122
+ mathematics. What Alloy verified, at most, is that the flag
123
+ bookkeeping is self-consistent — which the facts already guaranteed.
124
+
125
+ ---
126
+
127
+ ## 4. Exhibit A — the method passes a false claim
128
+
129
+ `alloy/vacuity-demo.als` (runnable, Alloy 6.2.0):
130
+
131
+ ```alloy
132
+ one sig Moon { madeOfCheese: Int }
133
+
134
+ fact claim_as_fact { Moon.madeOfCheese = 1 } -- the HCALC move
135
+
136
+ assert MoonIsCheese { Moon.madeOfCheese = 1 } -- the HCALC "verification"
137
+
138
+ check MoonIsCheese for 3
139
+ ```
140
+
141
+ Result, reproduced 2026-10-10:
142
+
143
+ ```
144
+ 00. check MoonIsCheese 0 UNSAT
145
+ ```
146
+
147
+ The moon is not made of cheese. The check "passed." **Any** claim
148
+ installed as a fact passes. The HCALC `UNSAT (PASS)` lines therefore
149
+ carry zero bits of information about the world, the primes, the
150
+ contraction bounds, or the guardian. They carry exactly one bit: *the
151
+ facts were read successfully.*
152
+
153
+ ---
154
+
155
+ ## 5. Exhibit B — structural mirrors of A7 and P2
156
+
157
+ `alloy/hcalc-mirror.als` reproduces the A7 and P2 fact/assert pairs
158
+ with renamed signatures and the identical logical shape, plus a
159
+ non-vacuous control:
160
+
161
+ ```
162
+ 00. check hcalc_A7_assert 0 UNSAT
163
+ 01. check hcalc_P2_assert 0 UNSAT
164
+ 02. check weights_positive 0 UNSAT
165
+ ```
166
+
167
+ Checks 00 and 01 are the tautologies. Check 02 is different: its fact
168
+ models a *generator* (`c.w = 2`, standing in for a computed weight
169
+ law) while the assertion (`all c: Cell | c.w > 0`) is *not* among the
170
+ facts. Had the generator been `c.w = -5`, Alloy would have produced a
171
+ counterexample. **Falsifiability is the difference between
172
+ verification and transcription.** Checks 00/01 (and every HCALC check
173
+ in §2) lack it; check 02 has it.
174
+
175
+ ---
176
+
177
+ ## 6. What is genuinely verified — credited in full
178
+
179
+ The Lean 4 formalization is the real thing:
180
+
181
+ - `lean/build.log`: **build completed successfully (1968 jobs)**
182
+ - `grep -rn "sorry"`: **zero** occurrences
183
+ - Toolchain pinned: `leanprover/lean4:v4.34.1`
184
+
185
+ A zero-`sorry` Lean build is machine-checked proof, not bookkeeping.
186
+ The convergence lemmas (L5), the `InstanceBridge` non-identity
187
+ morphism (L7), and the prime-indexed definitions (L1/L6) stand on this
188
+ ground. This paper does not touch them. The flaw is localized
189
+ entirely to what the *Alloy logs* are claimed to establish — and,
190
+ by extension, to any downstream claim that "Alloy verified" the
191
+ sealed properties A1–A7 / P1–P8.
192
+
193
+ ---
194
+
195
+ ## 7. What non-vacuous Alloy verification would require
196
+
197
+ 1. **Facts model generators, not conclusions.** Model the prime list
198
+ (or a faithful finite fragment), the weight-law computation, the
199
+ norm estimates — then assert the *consequences*.
200
+ 2. **Assertions must be falsifiable in principle.** For each `check`,
201
+ exhibit (or argue) an instance class the facts admit in which the
202
+ assertion fails. If none exists, the check is transcription.
203
+ 3. **No flag-encoding of the thing to be proved.** An uninterpreted
204
+ atom named `SpecAlphaLaw` cannot verify `αⱼ = 1/(1+log pⱼ)`.
205
+ 4. **Separate the harness from the honor.** A log line `UNSAT (PASS)`
206
+ must mean "no counterexample exists in scope," not "the fact was
207
+ restated correctly."
208
+
209
+ ---
210
+
211
+ ## 8. Conclusion
212
+
213
+ The HCALC Alloy logs prove that the HCALC Alloy model is consistent
214
+ with itself. They do not verify A1–A7, P1–P8, or any `INV_*`
215
+ invariant in any sense that could fail. Exhibit A shows the method
216
+ passes false claims; Exhibit B shows the exact structural identity
217
+ between HCALC's facts and its assertions, alongside a falsifiable
218
+ control that demonstrates what the missing property looks like.
219
+
220
+ The mathematics may well be correct — the Lean build suggests much
221
+ of it is — but correctness *of the definitions* and verification
222
+ *by the Alloy logs* are different claims, and only the first is
223
+ earned. Until the Alloy model is rewritten so its checks can fail,
224
+ every `UNSAT (PASS)` should be read as `TAUTOLOGY (UNINFORMATIVE)`.
225
+
226
+ ---
227
+
228
+ ## Reproduction
229
+
230
+ ```sh
231
+ # Exhibits A and B (Alloy 6.2.0, bundled jar):
232
+ java -jar alloy.jar exec -f -t text alloy/vacuity-demo.als
233
+ java -jar alloy.jar exec -f -t text alloy/hcalc-mirror.als
234
+
235
+ # Expected:
236
+ # 00. check MoonIsCheese 0 UNSAT
237
+ # 00. check hcalc_A7_assert 0 UNSAT
238
+ # 01. check hcalc_P2_assert 0 UNSAT
239
+ # 02. check weights_positive 0 UNSAT
240
+ ```
241
+
242
+ Model under test: `github.com/AHMADALIPARR/hcalc` (Alloy sources as of
243
+ 2026-10-07; log `alloy/logs/alloy-check.txt`).
244
+
245
+ ---
246
+
247
+ *PIRTM is Prime-Indexed Recursive Tensor Mathematics: the compiler IR
248
+ for tensor programs lowering to Goldilocks field arithmetic. This
249
+ paper is issued from inside that program, against the HCALC
250
+ instantiation's verification claims — not against its definitions,
251
+ its Lean proofs, or its authors' mathematics.*
vacuity-demo/receipt.json ADDED
@@ -0,0 +1 @@
 
 
1
+ {"commands":{"MoonIsCheese":{"bitwidth":4,"expects":-1,"maxprefix":-1,"maxseq":-1,"minprefix":-1,"name":"MoonIsCheese","overall":3,"source":"check MoonIsCheese for 3","type":"check"}},"coreMinimization":2,"inferPartialInstance":true,"repeat":1,"sigs":{"univ":{"builtin":true,"cardinality":"set","name":"univ","type":"{univ}"},"Int":{"builtin":true,"cardinality":"set","name":"Int","type":"{Int}"},"seq/Int":{"builtin":true,"cardinality":"set","name":"seq/Int","type":"{seq/Int}"},"String":{"builtin":true,"cardinality":"set","name":"String","type":"{String}"},"none":{"builtin":true,"cardinality":"set","name":"none","type":"{none}"},"Moon":{"cardinality":"one","fields":{"madeOfCheese":{"arity":2,"name":"madeOfCheese","type":"{Moon->Int}"}},"name":"Moon","type":"{Moon}"}},"solver":"sat4j","symmetry":20,"timestamp":1791676053312,"unrolls":-1}