gen-c: a repeat [v] ** N holds v in every element, or is refused (Closes #11181)

.trinity/seals/Adagrad.json

@@ -1,11 +1,11 @@
 {
-  "gen_hash_c": "sha256:132ac5c72a1bca6b0590f681175ef120f50e6f666eb741bc6edc1aaff1e33edf",
+  "gen_hash_c": "sha256:61ad7a562844c65586b17106ec17522ac51836b7ac40e98f724d3c1383079754",
   "gen_hash_rust": "sha256:dc0d17bd80e2a026d4172f563d3930163a9bbb704ce308c0700e000ecc1f0aa9",
   "gen_hash_verilog": "sha256:1884cce26b30c8ad1d5906cd32469a0fc9956db247c583db5728fd62ff7544dc",
   "gen_hash_zig": "sha256:27e5a40004a80d56ca854fa3d1ae0f6eb4d064844f515c9f9e35aa458ecffa4f",
   "module": "Adagrad",
   "ring": 12,
-  "sealed_at": "2026-10-11T15:13:26Z",
+  "sealed_at": "2026-10-20T00:40:36Z",
   "spec_hash": "sha256:08a6128c1d33dd6fee7e3e3b87f411a3996d11c1b42bacda5cc29318b6bb344e",
   "spec_path": "specs/ml/optimizer/adagrad.t27",
   "tests": {

.trinity/seals/Attention.json

@@ -1,11 +1,11 @@
 {
-  "gen_hash_c": "sha256:d6db1c1c53f0f2cc7aa5eb55ebd776cdca18369be6b57fe36be2914ca652b9ed",
+  "gen_hash_c": "sha256:e3cfc725e4f5a1190bed8689ce698043dae4ca0b1a8bc63d4c5a2ce603a268bb",
   "gen_hash_rust": "sha256:af7970ed6dbc3b992a758768233444f25f363e6e98a07bb9512b68694f27dccc",
   "gen_hash_verilog": "sha256:5e200cbd4aef1c0a9ef65b6312ecabc20b5cd44943b5bec1afbb68c0f47f70e9",
   "gen_hash_zig": "sha256:4ce11a29a74f8bd70ceaaa2aa6314e0b9c3312ca025f6b00cd13cbe31556dca9",
   "module": "Attention",
   "ring": 12,
-  "sealed_at": "2026-10-11T10:43:20Z",
+  "sealed_at": "2026-10-20T00:40:42Z",
   "spec_hash": "sha256:f3f3c3bf7bd4d4d79173dc34896aa185857d5abc3e8684c3bfcd949547c9b591",
   "spec_path": "specs/ml/recurrent/attention_mechanism.t27",
   "tests": {

.trinity/seals/Avgpool2d.json

@@ -1,11 +1,11 @@
 {
-  "gen_hash_c": "sha256:39484e92dde59ea6003aa29579c663be1f2a2fff26f51d89c03e6d03600233c3",
+  "gen_hash_c": "sha256:b537909c736ba60508fbc2bfdf0adf3c8dc23ab3a092122a1956df209f101c18",
   "gen_hash_rust": "sha256:3b8c5c3ca2e5d00307fc6e789685d748679e19ea4853f869a5561fd7ea48eead",
   "gen_hash_verilog": "sha256:e9da7a31671ad9ba7d84185899d5ac9ac90aa95a3ee48ada52ecc2dc06a81b78",
   "gen_hash_zig": "sha256:dbc2115c3d9d28e4bcabc275ab2949a604a4952c387324ac41cb944e463e7ac7",
   "module": "Avgpool2d",
   "ring": 12,
-  "sealed_at": "2026-10-11T10:43:18Z",
+  "sealed_at": "2026-10-20T00:40:12Z",
   "spec_hash": "sha256:de15759fd183094a4dfdff2ea074dfaa79607bc31c789347eed1df151639e9fb",
   "spec_path": "specs/ml/layers/avgpool2d_layer.t27",
   "tests": {

.trinity/seals/Batchnorm.json

@@ -1,11 +1,11 @@
 {
-  "gen_hash_c": "sha256:3fb4de44023edc3ae227ef2379e6fbb9d6596d7cdd792e64f02550994d2b594b",
+  "gen_hash_c": "sha256:f1b24f61462f6a03db80305b0658df369861523e246b81264601d993d83c340f",
   "gen_hash_rust": "sha256:5286a92caddb9c43d9de0d79978273dc00cf667bf7ef9507eee02085ce65fe8c",
   "gen_hash_verilog": "sha256:ed0839202726940807b33f102c9f70b5b7b72e059af38cab494b4ccf8616834a",
   "gen_hash_zig": "sha256:87ae2270ce9ead3e2ec148c722ddbbab7ddee08744a45fbc7e1c4c96653c51ef",
   "module": "Batchnorm",
   "ring": 12,
-  "sealed_at": "2026-10-11T10:43:18Z",
+  "sealed_at": "2026-10-20T00:40:14Z",
   "spec_hash": "sha256:479b0fe4e0c7103ae57150096356ef13b6bdc796f6189d8cb563e4d26c115254",
   "spec_path": "specs/ml/layers/batchnorm_layer.t27",
   "tests": {

.trinity/seals/Bilstm.json

@@ -1,11 +1,11 @@
 {
-  "gen_hash_c": "sha256:36d162b43b399a65f7f81412ca08419a9b3874245289988c78222cac4e8db0f0",
+  "gen_hash_c": "sha256:ea1ee59568137ba4dd3ea54c8a11c24234a7906216ad53ad44c980d486586bd4",
   "gen_hash_rust": "sha256:46d6427a8d780cb22f4b10c62103d9541eb92874e336a92627e5da6250bfbefa",
   "gen_hash_verilog": "sha256:d304d2d9c18879c385e2bfffbee17e8116d480b9478c496440f846427f3080fb",
   "gen_hash_zig": "sha256:30ba571314d22ee7d73ee06e401d9994becac949abe17c7b149d4cd9a003790e",
   "module": "Bilstm",
   "ring": 12,
-  "sealed_at": "2026-10-11T15:13:26Z",
+  "sealed_at": "2026-10-20T01:06:20Z",
   "spec_hash": "sha256:d9e758b520a636bb30f403dae2bc73376bc5c6e22d34f699e1274ba2b2c28398",
   "spec_path": "specs/ml/recurrent/bilstm.t27",
   "tests": {

.trinity/seals/BinaryCe.json

@@ -1,11 +1,11 @@
 {
-  "gen_hash_c": "sha256:59310fcae4221771d573619d879acc206c62fc42062bafd8b781086b0b28c110",
+  "gen_hash_c": "sha256:cd52a8fbb00bac618e928f07ec5e380ee6aa0a0b3f3af33db27ec44489f63d66",
   "gen_hash_rust": "sha256:02553dbc9f1a5f15f71db698c3be28867a79d6de65770888adca6fbbca44c06e",
   "gen_hash_verilog": "sha256:e7b4b9694701e1572d4cb2ff0af1b882639a6d350ba0956dcb51da5b9427cff6",
   "gen_hash_zig": "sha256:2df874e44404ca33e855467a4442ad6f1298e54bd6974c1e0999ac54db81be19",
   "module": "BinaryCe",
   "ring": 12,
-  "sealed_at": "2026-10-11T10:43:19Z",
+  "sealed_at": "2026-10-20T00:40:31Z",
   "spec_hash": "sha256:4b041a9197282c33abafdcc293c3864bae585c9e417d743e0081cf4d734fcf9b",
   "spec_path": "specs/ml/loss/binary_crossentropy_loss.t27",
   "tests": {

.trinity/seals/Conv2d.json

@@ -1,11 +1,11 @@
 {
-  "gen_hash_c": "sha256:60f9b428ab8ceb7d2f4654a727012c82d12eafbf92d8dde167418d5a43fe0e10",
+  "gen_hash_c": "sha256:dfb0c0d64045cc4b46e16f9882c5d64107b6dcca5b46569858e05545425a3400",
   "gen_hash_rust": "sha256:1b00b1fe570ae33bde1434d0125dc478df1d00f0470df7efb378e5dff574bb30",
   "gen_hash_verilog": "sha256:83f9eae101994f85bb5be9fb7f154f01d88ff0330c3286322f584689c910b420",
   "gen_hash_zig": "sha256:c1ec25dbf1daf046dfa6600b183fe3b9501525038b576582e66947e39379074f",
   "module": "Conv2d",
   "ring": 12,
-  "sealed_at": "2026-10-19T01:01:23Z",
+  "sealed_at": "2026-10-20T00:40:17Z",
   "spec_hash": "sha256:9c3e20d01e59ec8df1ae330ac9c3c27f8e67db34d524475733abaf0f3382b7f0",
   "spec_path": "specs/ml/layers/conv2d_layer.t27",
   "tests": {

.trinity/seals/CrossEntropy.json

@@ -1,11 +1,11 @@
 {
-  "gen_hash_c": "sha256:d1350853fc165da7d82931e15ddf61059b64ee4a4127ab1cb3b57de6445788f7",
+  "gen_hash_c": "sha256:996be60b6a88d5bfffc7e2b35203fb8f6ed0176802b66f8b0e385e875e5e94e0",
   "gen_hash_rust": "sha256:137d54d9d12945252284e621a09f43ed1b29716ceea97b984aac99412c88a76a",
   "gen_hash_verilog": "sha256:40d293de7c2f4843e169afe028032b91fb48c7254d616508974defc7e528741e",
   "gen_hash_zig": "sha256:f3a779acc7bcac6a9e6eec42d3744ccab05ae60d1f8c8768b7543f0a026a843f",
   "module": "CrossEntropy",
   "ring": 12,
-  "sealed_at": "2026-10-11T10:43:19Z",
+  "sealed_at": "2026-10-20T00:40:33Z",
   "spec_hash": "sha256:ddcc9710059ab5fe3ac223a2e067eccbc47b2bd13e874ca24c6e86bf7b5310c3",
   "spec_path": "specs/ml/loss/cross_entropy_loss.t27",
   "tests": {

.trinity/seals/Dense.json

@@ -1,11 +1,11 @@
 {
-  "gen_hash_c": "sha256:1aac204d92097a77428b3968c9ec7618086862f8f971e4e00d666ed132738602",
+  "gen_hash_c": "sha256:1ad8815bf37139feb62cca958a8d3b3bdcc1270c624c4ca693463bf08dc42005",
   "gen_hash_rust": "sha256:eddc6839f3d2523e0d914358a9bbe4478a85ba6ca972722f7870940aef949d67",
   "gen_hash_verilog": "sha256:d0d0a6cf86b1341e595781acb121396a4458f49af603d66ac2fd28bfd6ea72a5",
   "gen_hash_zig": "sha256:2ff5de1baadbc14a99914ffed991fbbc0a6896f72c0cb7af5089960645f21887",
   "module": "Dense",
   "ring": 12,
-  "sealed_at": "2026-10-11T10:43:19Z",
+  "sealed_at": "2026-10-20T00:40:20Z",
   "spec_hash": "sha256:c756c98dad128be955c1a56ed60b9ea25d6108c91f92065f69f5a8d76ce0422b",
   "spec_path": "specs/ml/layers/dense_layer.t27",
   "tests": {

.trinity/seals/Dropout.json

@@ -1,11 +1,11 @@
 {
-  "gen_hash_c": "sha256:1f7c1a1fdfe6fcdb12c198fc0ecd953cbabbd8f1849b3db1559f0af63fec98a5",
+  "gen_hash_c": "sha256:da32fdd3b111405296f2e57edbccd077fc90267b214286e58a42b058fd0f2ae7",
   "gen_hash_rust": "sha256:240a1120bb02c9f68bad64a24dcf83512f2879fc870239b910a2e3a99bd86bea",
   "gen_hash_verilog": "sha256:8340203c8e16b3dd0e3bd130870077ac8fff01b9f8bcb72df3731d4ec15e8987",
   "gen_hash_zig": "sha256:08440641e15d9086f609eb4ef0276457f2a802f7d98ff7ddc31a00fd48c64101",
   "module": "Dropout",
   "ring": 12,
-  "sealed_at": "2026-10-11T10:43:19Z",
+  "sealed_at": "2026-10-20T00:40:22Z",
   "spec_hash": "sha256:1d8495587051334995edcb6e2d6a2dffb81528aa1a6a78f86d94bc88ccadb3ec",
   "spec_path": "specs/ml/layers/dropout_layer.t27",
   "tests": {

.trinity/seals/Embedding.json

@@ -1,11 +1,11 @@
 {
-  "gen_hash_c": "sha256:f141fb98f812dfbc14323774e27fcb0bb2dc1eed719d63db678f958fe6e1097e",
+  "gen_hash_c": "sha256:8af036b6010ab39a207f5f1332b4f24c646bad8d104c6f5ed4fafe784c63662a",
   "gen_hash_rust": "sha256:74c345177b0da2b457279c8fcb9f0c1932fec692dac6c20eedc6c3cb71b5ee69",
   "gen_hash_verilog": "sha256:572531e675053a6367c948cec223ec5402a1130e67bd4ba79a38cf30b2a1790b",
   "gen_hash_zig": "sha256:0a181b0345b5050ddbfbddd22891a88eaee5415737fe014ab80515591b05dcfd",
   "module": "Embedding",
   "ring": 12,
-  "sealed_at": "2026-10-11T10:43:19Z",
+  "sealed_at": "2026-10-20T00:40:25Z",
   "spec_hash": "sha256:ee2625cfeb90bf9220fdf4a9d1010af3a2327bceafd4fd6341b08b4e1af54094",
   "spec_path": "specs/ml/layers/embedding_layer.t27",
   "tests": {

.trinity/seals/EncoderBlock.json

@@ -1,11 +1,11 @@
 {
-  "gen_hash_c": "sha256:809b292e2ed86670b9df53cf644cfcff8020f92bc3fabd9b9a82dd3a9cb9bad1",
+  "gen_hash_c": "sha256:864b81db96a7491fc8b872d73d11b3bf474e5ac9de74b451a03dca3753441ece",
   "gen_hash_rust": "sha256:5d7c329654e88c7bbd08840bcf138ac87bed09b20705522efcfc746ec69e9b7b",
   "gen_hash_verilog": "sha256:14110e9b6924360867c489ce96c8b5da976b8a70b89423f35978616cc29f1435",
   "gen_hash_zig": "sha256:db1544156f525c66f2a4408b0a0eebd183c5faddde5b35752bb691abae601e0e",
   "module": "EncoderBlock",
   "ring": 12,
-  "sealed_at": "2026-10-11T10:43:22Z",
+  "sealed_at": "2026-10-20T00:40:55Z",
   "spec_hash": "sha256:e21519a3f7912ca70d35919cc1f9d2927b746f8e545c741e3772c1eb7e06561a",
   "spec_path": "specs/ml/transformer/encoder_block.t27",
   "tests": {

.trinity/seals/FeedForward.json

@@ -1,11 +1,11 @@
 {
-  "gen_hash_c": "sha256:99213c5eb466883cafffdf865dedb5e9577ac1b9b5115fb157be0834f3a5cba2",
+  "gen_hash_c": "sha256:c254a42b0dc8acc5c9b2b7933ff80f6b606b9d3ebb5fa6420c0e0ca56c1a6bd2",
   "gen_hash_rust": "sha256:996394661d8adc13c3b40c5c0958cd07c2a5e26c80813a43a664e90bac04802a",
   "gen_hash_verilog": "sha256:efb4c19a6c146d3c52aacd8dd8892d99cef861fb6b8514be4e1b9c08ebcf4a1a",
   "gen_hash_zig": "sha256:ac058271730c1e6689d6e039fd1f3467683dfd656ce16eee3bafe76d1cd02c7a",
   "module": "FeedForward",
   "ring": 12,
-  "sealed_at": "2026-10-11T10:43:22Z",
+  "sealed_at": "2026-10-20T00:40:57Z",
   "spec_hash": "sha256:effd9976f70fcdf53427b8ea2c45f96fcb86dece6f0a9c63bd9774dfc8311705",
   "spec_path": "specs/ml/transformer/feed_forward_network.t27",
   "tests": {

.trinity/seals/Gru.json

@@ -1,11 +1,11 @@
 {
-  "gen_hash_c": "sha256:3a55691994f0b48444fa7d118e69ac14a37827468319c330b3fc23815d7ac3b3",
+  "gen_hash_c": "sha256:fb4814fac299611e1f53a2f65a4630690911e2de5660d0bd1dd8e038db48240d",
   "gen_hash_rust": "sha256:eab72fb71adc11da75394aa3d3abdf98c3665143d20fbd86d1e57a2025be5527",
   "gen_hash_verilog": "sha256:60c582a3f47d655fec90d88ab3d0b0c82d83a1b160a1d0b3eab5d67bdcb0d4af",
   "gen_hash_zig": "sha256:06374623b7179a0f0e21559f8ca7c58f03e123e2706f84f3b8c7285c8a796d70",
   "module": "Gru",
   "ring": 12,
-  "sealed_at": "2026-10-11T15:13:26Z",
+  "sealed_at": "2026-10-20T00:40:44Z",
   "spec_hash": "sha256:c191eb8649f58b0c1e1580164ad215b8c4b548e77dbf32bc4f5ebf4c837dc5a8",
   "spec_path": "specs/ml/recurrent/gru_cell.t27",
   "tests": {

.trinity/seals/HybridArithmetic.json

@@ -1,11 +1,11 @@
 {
-  "gen_hash_c": "sha256:7fed36b978d6ee065f81ed902cb5193bc6e77502527a89364f48a7169413279d",
+  "gen_hash_c": "none",
   "gen_hash_rust": "sha256:d5d6889e8664c565c4c799f77beee3baa96120875709f5caccfbe6844d61bc72",
   "gen_hash_verilog": "sha256:505aa2cfbafc150adc21330237dfa62fdb3b8327e62f8423b498f450afde5815",
   "gen_hash_zig": "sha256:f1e60268280d3e22886388ac619408d2da4c86aa26e284492eac82670d18f446",
   "module": "HybridArithmetic",
   "ring": 12,
-  "sealed_at": "2026-10-11T10:43:28Z",
+  "sealed_at": "2026-10-20T01:05:56Z",
   "spec_hash": "sha256:60e1436c9824221d833735dc04c56bd447a66e4253703feb6b3b5024f96d1db2",
   "spec_path": "specs/ternary/hybrid_arithmetic.t27",
   "tests": {

.trinity/seals/Lamb.json

@@ -1,11 +1,11 @@
 {
-  "gen_hash_c": "sha256:f3dd4c62cd0875cb0e7ae6fda1dc194eda57bb6e2fbffa09d68d029ff34068a8",
+  "gen_hash_c": "sha256:64319b910d14b8ddd77ac2a29f80d1acc47cc546f2be507d5b1bf76131350b8b",
   "gen_hash_rust": "sha256:9c1b2c39a92873347f8c0332baae5d42f3e6149280bfa06b61891bdabef2d17c",
   "gen_hash_verilog": "sha256:0321c8606e5b7258c6b559e79f141332800907689ae4316af06e4517fc0b0b35",
   "gen_hash_zig": "sha256:520ed2a448f52fad6b84233c05c61fa7e8780b9caa4e44197f5c2364af180b8a",
   "module": "Lamb",
   "ring": 12,
-  "sealed_at": "2026-10-11T15:13:26Z",
+  "sealed_at": "2026-10-20T01:06:17Z",
   "spec_hash": "sha256:3dd28c18f0aa03e48a900bc0a78a02bf8a54812f695656dd4aa3c0f991682971",
   "spec_path": "specs/ml/optimizer/lamb.t27",
   "tests": {

.trinity/seals/Lstm.json

@@ -1,11 +1,11 @@
 {
-  "gen_hash_c": "sha256:b24209a10b9e1fecba214c5371e2f6082d40e4883e8475d92b5cd17402973f8d",
+  "gen_hash_c": "sha256:224cd09a6d5c9f0e5970ada826a45da0520aa582acd0b2bad05629f7894dea54",
   "gen_hash_rust": "sha256:9abf99115a50ab78e1c7a85f1087d73fd2f00608cbabfbce7366acfbb29d076e",
   "gen_hash_verilog": "sha256:cf79c7aab17eb183eeccecbf815846d36aa9aaf794e9fbd85221ded1ae116c61",
   "gen_hash_zig": "sha256:b125bf7107aeb718749dcabac7e358b103604f036cd683926b0e8d65e6d10d2d",
   "module": "Lstm",
   "ring": 12,
-  "sealed_at": "2026-10-11T15:13:27Z",
+  "sealed_at": "2026-10-20T00:40:47Z",
   "spec_hash": "sha256:5309a4ecb26dd1eff22f0afa785411c178035836bcbe781c4a2f7fae64bc2a67",
   "spec_path": "specs/ml/recurrent/lstm_cell.t27",
   "tests": {

.trinity/seals/LstmCell.json

@@ -1,11 +1,11 @@
 {
-  "gen_hash_c": "sha256:67e9d46e36a19b3474cc6dbae920d6927ff3a482210ea848d0f608d0ccef17af",
+  "gen_hash_c": "sha256:6d6fab627ab4ce45d94be2d5b611f37f6975977ac69a6e31014ed1c93e07095e",
   "gen_hash_rust": "sha256:f273354cdd17b00779ddaa9bf430ba76eabf674b7c0c2e751f0cbb6e5f6eda77",
   "gen_hash_verilog": "sha256:3a7ceb27aa49602fde255db6321a7a453cf6ebc8e87bad57c4970f57ef804769",
   "gen_hash_zig": "sha256:f7f1c164368fa4912292a1d7c2f0cb6b23a3d78bd7a97f5f40dd73b0bd8ec6db",
   "module": "LstmCell",
   "ring": 12,
-  "sealed_at": "2026-10-11T15:13:27Z",
+  "sealed_at": "2026-10-20T00:40:49Z",
   "spec_hash": "sha256:ef4ffa30e7adf81c8467768ec637ba33643c7872f6746cf244cdaa12eff68385",
   "spec_path": "specs/ml/recurrent/lstm_single.t27",
   "tests": {

.trinity/seals/Maxpool2d.json

@@ -1,11 +1,11 @@
 {
-  "gen_hash_c": "sha256:6e708ec93f81a12af61c9753d1a4186ecb8b7fb3078e120ce3df26b5872bca9c",
+  "gen_hash_c": "sha256:fbe20afc7ec2a1106cd1aedaea5489b566da5977dff37df0776c441c8be3f8d0",
   "gen_hash_rust": "sha256:7e107b2c4bbce9d33ad1588e4b934828a4b23c86dad0325d35351928d181f019",
   "gen_hash_verilog": "sha256:b1581e22f6ad1d843a39a6696c212acd8ca1c13675e84f72816059f3bc817261",
   "gen_hash_zig": "sha256:4857e2adccd62add1dd719ce5020e5e9862379ccd399a9fcc32c0923a381cb64",
   "module": "Maxpool2d",
   "ring": 12,
-  "sealed_at": "2026-10-18T21:27:49Z",
+  "sealed_at": "2026-10-20T00:40:28Z",
   "spec_hash": "sha256:12627dff26da63deb67347730d28228fda9b60ca09779e37d052f4a94f3e7e0a",
   "spec_path": "specs/ml/layers/maxpool2d_layer.t27",
   "tests": {

.trinity/seals/Mlp.json

@@ -1,11 +1,11 @@
 {
-  "gen_hash_c": "sha256:faae2982fea69da6c476d4e8e6506dd88bdb8279202a9696e9b9cf88637cb17c",
+  "gen_hash_c": "sha256:64a4b2df9079d78ddee5a382690251437fff739fb1a407d41eef882185db143e",
   "gen_hash_rust": "sha256:0b7f25cc0ac0e2519b3e0092fc71359eddda5d96ee4d311e4a7ebae33c8b64f1",
   "gen_hash_verilog": "sha256:890f720aedb65673d90646517a62fdedcf022d4cb3c6cecf545861d8656dfbee",
   "gen_hash_zig": "sha256:746e7a402eb34d5bcb6070e82b62519385aca793d7d8d8e2b37741365b765d5f",
   "module": "Mlp",
   "ring": 12,
-  "sealed_at": "2026-10-11T10:43:20Z",
+  "sealed_at": "2026-10-20T00:40:39Z",
   "spec_hash": "sha256:936f35f57c99851545afe0b1797b416777549610a3f57cf49c0727311eef281a",
   "spec_path": "specs/ml/pathway/mlp.t27",
   "tests": {

.trinity/seals/PositionalEnc.json

@@ -1,11 +1,11 @@
 {
-  "gen_hash_c": "sha256:baa54673ba9f12af4afa2f8792d6bb6b52e46e872c7a4fbc3979dcffd4d00aea",
+  "gen_hash_c": "sha256:8b40191691cdc37172b63c83b8b70ac2ab68c215ac437c5a00c7bb1a11b1a00e",
   "gen_hash_rust": "sha256:2ac7b280c242cd14a908480d4a3374ec7ff19157d99c042f713f6611fb8b5910",
   "gen_hash_verilog": "sha256:c16df5676ae6cbba44977010bdabc7099efb7d3a4c8634d7318341328d3b4746",
   "gen_hash_zig": "sha256:3731945013e48c34fd5cbfd6341c6d99fe0963d4e7daeb364908b545aa5dbff1",
   "module": "PositionalEnc",
   "ring": 12,
-  "sealed_at": "2026-10-11T10:43:22Z",
+  "sealed_at": "2026-10-20T00:41:06Z",
   "spec_hash": "sha256:2c979472dc128223ad4645c13b2776435ddf344ea29ffa5ed2e6c0b0056d3f09",
   "spec_path": "specs/ml/transformer/positional_encoding.t27",
   "tests": {

.trinity/seals/PositionalEncoding.json

@@ -15,14 +15,14 @@
     }
   ],
   "config": "gen=c,rust,verilog,zig;tests=zig",
-  "gen_hash_c": "sha256:ec86166221bce17670292479a492d63efd7357d82139d48e6f327e7f7a419576",
+  "gen_hash_c": "sha256:1435dd1a82bd3797d54947101f888ebd4801d76c5b71ed3d598d29d7aecfe3b6",
   "gen_hash_rust": "sha256:2b247d65a52db62c750662f763080908ac0ff951224c0dd11ec7d68c1873940b",
   "gen_hash_verilog": "sha256:6a04da06a13f196eaff527d3cc2e41ad39ed2d3776d19404fd094d7f1309f70a",
   "gen_hash_zig": "sha256:beba0b97c0b7fcce5960fdb349e4a20e4904b18b98fb6fc405eb8aae40b0b401",
   "module": "PositionalEncoding",
   "ring": 12,
   "seal_schema": 2,
-  "sealed_at": "2026-10-19T01:26:57Z",
+  "sealed_at": "2026-10-20T00:41:04Z",
   "sealed_by": "t27c-bootstrap@0.5.2",
   "spec_hash": "sha256:9aecf41e59869d97c2c3d7cd6ecab85da44216f837a97701695b274900eec2a8",
   "spec_path": "specs/ml/transformer/positional_enc.t27",

.trinity/seals/PpoCritic.json

@@ -1,11 +1,11 @@
 {
-  "gen_hash_c": "sha256:dfe4928caf3eb0da2a106905e3a49faedc393248d9b0ad584d90e6a687c93739",
+  "gen_hash_c": "sha256:c6397bff7b73ab1f97e527fb325905e0a41e9ff29ff1f7a9a74803811bb2cf7f",
   "gen_hash_rust": "sha256:06d8334fc48c1bc40b2dad281f4170c7159ca7e510cd8c8a08b4135203014d6b",
   "gen_hash_verilog": "sha256:6b8841784e9aaf4927d43fd379b638a02182657882f35222fb977a7efea72521",
   "gen_hash_zig": "sha256:3af885cdbc8395d8b20dfdb34113a0d32b248f60b7fc7d1f2abf070b0b434004",
   "module": "PpoCritic",
   "ring": 12,
-  "sealed_at": "2026-10-11T15:13:28Z",
+  "sealed_at": "2026-10-20T01:06:23Z",
   "spec_hash": "sha256:e9f86be672a9d2741ff8dd621803bd6df93768c54ea98eed45f2f4d81bc266ba",
   "spec_path": "specs/ml/rl/ppo_critic.t27",
   "tests": {

.trinity/seals/Relu.json

@@ -1,11 +1,11 @@
 {
-  "gen_hash_c": "sha256:1a8f2c6cee8c64ec32aa1e2924bbe4a49a07dcbc7f9b94521c5f45b241718c88",
+  "gen_hash_c": "sha256:c0b1943292f5dc5239eb6073db265be936a815a6590055850e3b6fb42c93a195",
   "gen_hash_rust": "sha256:69dd8135cb86f63c5969e73695f2a5f6b9e819e59add3fc583b2b1b763b2807c",
   "gen_hash_verilog": "sha256:bc8dc5ef04fd4b2b1593a45ae4b3dbb92905d7ec7342da7fb30551ccdd3eb925",
   "gen_hash_zig": "sha256:e25ac79ae558b2e8b4721ffa9da38a0d2283c6d9f8306eb72ce2aa0a1778b777",
   "module": "Relu",
   "ring": 12,
-  "sealed_at": "2026-10-11T10:43:18Z",
+  "sealed_at": "2026-10-20T00:40:09Z",
   "spec_hash": "sha256:0b516ac7e0d25ec67b948833098b21421a1c385cb51abc49146e5855f849f559",
   "spec_path": "specs/ml/activation/relu_activation.t27",
   "tests": {

.trinity/seals/RnnCell.json

@@ -1,11 +1,11 @@
 {
-  "gen_hash_c": "sha256:e677424e4496577dc01a8e17d01ef62688aca9e496698d1c8fcb724d89146f01",
+  "gen_hash_c": "sha256:32b55382184e8fadc8b4b73f0cee45d8e4b337739705e11cdb09fbe9e0e2692d",
   "gen_hash_rust": "sha256:3ff2ac16d685d33341814205853d1acf8d038298df22322f7aef0f86271014a1",
   "gen_hash_verilog": "sha256:b566b12ac3c311ed309eb719558b56c9d2ed9f3068c2a1470053d1a863d01ed8",
   "gen_hash_zig": "sha256:955445b259e2ca54159413a727129e119d1a61e8e38ff67b4e4a3f2c48257540",
   "module": "RnnCell",
   "ring": 12,
-  "sealed_at": "2026-10-11T15:13:27Z",
+  "sealed_at": "2026-10-20T00:40:52Z",
   "spec_hash": "sha256:09f67415a49b61d028c7a15e93caff8f3d3d309b7bb9452b1b6260132caf8887",
   "spec_path": "specs/ml/recurrent/rnn_cell.t27",
   "tests": {

.trinity/seals/TriBloomFilter.json

@@ -11,14 +11,14 @@
     }
   ],
   "config": "gen=c,rust,verilog,zig;tests=zig",
-  "gen_hash_c": "sha256:b00bda95b1aac949a5d95fc1858e88e09def60242b4c21441b42f454201571c2",
+  "gen_hash_c": "sha256:a9026d20aabba56f40775f06f222d8add36776cf0948a169cf6302547cef5b3d",
   "gen_hash_rust": "sha256:67ebb6cdba88379ab02f3fa4bbd408909c7c9f80d4a9c192cecd627c7647195f",
   "gen_hash_verilog": "sha256:24c4b601078a27fb4912548e409a89479e11c927ab3deb102629a8f28ec3cd51",
   "gen_hash_zig": "sha256:c509d5520aa35f05c030dd0d01ddc66706d771510e174c15481573925722f892",
   "module": "TriBloomFilter",
   "ring": 12,
   "seal_schema": 2,
-  "sealed_at": "2026-10-18T09:33:30Z",
+  "sealed_at": "2026-10-20T00:42:07Z",
   "sealed_by": "t27c-bootstrap@0.5.2",
   "spec_hash": "sha256:af9836843e77e4209c2a72de225a8b60e5f66f2d34572fb6faec6640c612a270",
   "spec_path": "specs/tri/search/bloom_filter.t27",