diff --git a/scripts/gen-models.mjs b/scripts/gen-models.mjs
index c517b26..3aafd40 100644
--- a/scripts/gen-models.mjs
+++ b/scripts/gen-models.mjs
@@ -8,6 +8,7 @@ const dir = process.env.INTERSCRIPT_ML_DIR ?? "../ml-models"
 const data = parse(readFileSync(`${dir}/models.yaml`, "utf8"))
 const fields = [
   "id",
+  "kind",
   "task",
   "scripts",
   "precision",
diff --git a/src/generated/models.json b/src/generated/models.json
index ce4642c..8e1536f 100644
--- a/src/generated/models.json
+++ b/src/generated/models.json
@@ -3,11 +3,12 @@
   "models": [
     {
       "id": "khm-latn-1.0",
+      "kind": null,
       "task": "translit",
       "scripts": ["Khmr", "Latn"],
       "precision": "fp32",
       "filename": "khm-latn-1.0-fp32.zip",
-      "url": "https://github.com/interscript/interscript-ml/releases/download/khm-latn-1.0/khm-latn-1.0-fp32.zip",
+      "url": "https://github.com/interscript/interscript-models/releases/download/khm-latn-1.0/khm-latn-1.0-fp32.zip",
       "parts": null,
       "sha256": "55993d473a2ed9489058779cad7e115db05e4020085b71616468cfae4f2f65cb",
       "size": 1418009977,
@@ -31,11 +32,12 @@
     },
     {
       "id": "urd-g2p-1.0",
+      "kind": null,
       "task": "g2p",
       "scripts": ["Arab", "IPA"],
       "precision": "fp32",
       "filename": "urd-g2p-1.0-fp32.zip",
-      "url": "https://github.com/interscript/interscript-ml/releases/download/urd-g2p-1.0/urd-g2p-1.0-fp32.zip",
+      "url": "https://github.com/interscript/interscript-models/releases/download/urd-g2p-1.0/urd-g2p-1.0-fp32.zip",
       "parts": null,
       "sha256": "9f0a248c7116aa7f6b9ac125fb9684a3556f3b8ce8b64567c05a5e7e7a018ebf",
       "size": 1418039605,
@@ -59,11 +61,12 @@
     },
     {
       "id": "urd-diac-1.0",
+      "kind": null,
       "task": "diacritization",
       "scripts": ["Arab", "Arab"],
       "precision": "fp32",
       "filename": "urd-diac-1.0-fp32.zip",
-      "url": "https://github.com/interscript/interscript-ml/releases/download/urd-diac-1.0/urd-diac-1.0-fp32.zip",
+      "url": "https://github.com/interscript/interscript-models/releases/download/urd-diac-1.0/urd-diac-1.0-fp32.zip",
       "parts": null,
       "sha256": "c299ea44a4da4851a52283f8e42d2fb6f8c7a9c443ba7eb0270f97372e10b8ea",
       "size": 1417851421,
@@ -82,6 +85,7 @@
     },
     {
       "id": "heb-diac-1.0",
+      "kind": null,
       "task": "diacritization",
       "scripts": ["Hebr", "Hebr"],
       "precision": "fp32",
@@ -89,12 +93,12 @@
       "url": null,
       "parts": [
         {
-          "url": "https://github.com/interscript/interscript-ml/releases/download/heb-diac-1.0/heb-diac-1.0-fp32.zip.part-00",
+          "url": "https://github.com/interscript/interscript-models/releases/download/heb-diac-1.0/heb-diac-1.0-fp32.zip.part-00",
           "sha256": "5497f70cc3c96829e65f1eb0cc401c2d1ffeb4fa909acd4def824c2e019cbc37",
           "size": 1500000000
         },
         {
-          "url": "https://github.com/interscript/interscript-ml/releases/download/heb-diac-1.0/heb-diac-1.0-fp32.zip.part-01",
+          "url": "https://github.com/interscript/interscript-models/releases/download/heb-diac-1.0/heb-diac-1.0-fp32.zip.part-01",
           "sha256": "a7d2011ab4f9326a86e234cc49cb50daf82949e51efbf03a21d5796c46465e9d",
           "size": 1281139753
         }
@@ -121,6 +125,7 @@
     },
     {
       "id": "tha-g2p-base-1.0",
+      "kind": null,
       "task": "g2p",
       "scripts": ["Thai", "IPA"],
       "precision": "fp32",
@@ -128,12 +133,12 @@
       "url": null,
       "parts": [
         {
-          "url": "https://github.com/interscript/interscript-ml/releases/download/tha-g2p-base-1.0/tha-g2p-base-1.0-fp32.zip.part-00",
+          "url": "https://github.com/interscript/interscript-models/releases/download/tha-g2p-base-1.0/tha-g2p-base-1.0-fp32.zip.part-00",
           "sha256": "c4525414e5dec91a54d055ca9f1acd51c198f81fbfc55977aa82c1fb038d58d7",
           "size": 1500000000
         },
         {
-          "url": "https://github.com/interscript/interscript-ml/releases/download/tha-g2p-base-1.0/tha-g2p-base-1.0-fp32.zip.part-01",
+          "url": "https://github.com/interscript/interscript-models/releases/download/tha-g2p-base-1.0/tha-g2p-base-1.0-fp32.zip.part-01",
           "sha256": "f5d11fbd75f92e8b5471add867418e2dd4f49a5e258b9ded2f3b5ffa630abe24",
           "size": 1281174343
         }
@@ -144,12 +149,12 @@
         {
           "name": "per_teacher",
           "value": 1.25,
-          "source": "interscript/interscript-ml docs/RESULTS.md#tha-g2p-base-1.0"
+          "source": "interscript/interscript-models docs/RESULTS.md#tha-g2p-base-1.0"
         },
         {
           "name": "per_student",
           "value": 3.53,
-          "source": "interscript/interscript-ml docs/RESULTS.md#tha-g2p-base-1.0"
+          "source": "interscript/interscript-models docs/RESULTS.md#tha-g2p-base-1.0"
         }
       ],
       "parity": {
@@ -160,11 +165,12 @@
     },
     {
       "id": "tha-g2p-small-1.0",
+      "kind": null,
       "task": "g2p",
       "scripts": ["Thai", "IPA"],
       "precision": "int8",
       "filename": "tha-g2p-small-1.0-int8.zip",
-      "url": "https://github.com/interscript/interscript-ml/releases/download/tha-g2p-small-1.0/tha-g2p-small-1.0-int8.zip",
+      "url": "https://github.com/interscript/interscript-models/releases/download/tha-g2p-small-1.0/tha-g2p-small-1.0-int8.zip",
       "parts": null,
       "sha256": "f2cfa93a42d98aabf08fdc82dfc6bd1574e21993f36558aa581fbe29e0588a94",
       "size": 257468517,
@@ -172,17 +178,17 @@
         {
           "name": "per_teacher",
           "value": 4.43,
-          "source": "interscript/interscript-ml docs/RESULTS.md#tha-g2p-small-1.0"
+          "source": "interscript/interscript-models docs/RESULTS.md#tha-g2p-small-1.0"
         },
         {
           "name": "per_student_beam4",
           "value": 12.06,
-          "source": "interscript/interscript-ml docs/RESULTS.md#tha-g2p-small-1.0"
+          "source": "interscript/interscript-models docs/RESULTS.md#tha-g2p-small-1.0"
         },
         {
           "name": "per_student",
           "value": 2.85,
-          "source": "interscript/interscript-ml docs/RESULTS.md#tha-g2p-small-1.0"
+          "source": "interscript/interscript-models docs/RESULTS.md#tha-g2p-small-1.0"
         }
       ],
       "parity": {
@@ -193,11 +199,12 @@
     },
     {
       "id": "tha-g2p-small-1.0-int4",
+      "kind": null,
       "task": "g2p",
       "scripts": ["Thai", "IPA"],
       "precision": "int4",
       "filename": "tha-g2p-small-1.0-int4.zip",
-      "url": "https://github.com/interscript/interscript-ml/releases/download/tha-g2p-small-1.0/tha-g2p-small-1.0-int4.zip",
+      "url": "https://github.com/interscript/interscript-models/releases/download/tha-g2p-small-1.0/tha-g2p-small-1.0-int4.zip",
       "parts": null,
       "sha256": "e5d12a3d65c6ac39fa08f52c975c99ff7a51c3e7b7aca7fbb461d2de2345e4cb",
       "size": 201958073,
@@ -205,17 +212,17 @@
         {
           "name": "per_teacher",
           "value": 4.43,
-          "source": "interscript/interscript-ml docs/RESULTS.md#tha-g2p-small-1.0"
+          "source": "interscript/interscript-models docs/RESULTS.md#tha-g2p-small-1.0"
         },
         {
           "name": "per_student_beam4",
           "value": 12.06,
-          "source": "interscript/interscript-ml docs/RESULTS.md#tha-g2p-small-1.0"
+          "source": "interscript/interscript-models docs/RESULTS.md#tha-g2p-small-1.0"
         },
         {
           "name": "per_student",
           "value": 2.85,
-          "source": "interscript/interscript-ml docs/RESULTS.md#tha-g2p-small-1.0"
+          "source": "interscript/interscript-models docs/RESULTS.md#tha-g2p-small-1.0"
         }
       ],
       "parity": {
@@ -226,11 +233,12 @@
     },
     {
       "id": "heb-diac-small-1.0",
+      "kind": null,
       "task": "diacritization",
       "scripts": ["Hebr", "Hebr"],
       "precision": "fp32",
       "filename": "heb-diac-small-1.0-fp32.zip",
-      "url": "https://github.com/interscript/interscript-ml/releases/download/heb-diac-small-1.0/heb-diac-small-1.0-fp32.zip",
+      "url": "https://github.com/interscript/interscript-models/releases/download/heb-diac-small-1.0/heb-diac-small-1.0-fp32.zip",
       "parts": null,
       "sha256": "905c53873d5a62bbe6252c6ec0ecef5f37e96e78cb01e8cd99b6b24c4d4d74ad",
       "size": 1418663344,
@@ -238,12 +246,12 @@
         {
           "name": "der_teacher_greedy",
           "value": 24.79,
-          "source": "interscript/interscript-ml docs/RESULTS.md#heb-diac-small-1.0"
+          "source": "interscript/interscript-models docs/RESULTS.md#heb-diac-small-1.0"
         },
         {
           "name": "der_student_greedy",
           "value": 30.37,
-          "source": "interscript/interscript-ml docs/RESULTS.md#heb-diac-small-1.0"
+          "source": "interscript/interscript-models docs/RESULTS.md#heb-diac-small-1.0"
         }
       ],
       "parity": {
@@ -254,6 +262,7 @@
     },
     {
       "id": "fas-g2p-1.0",
+      "kind": null,
       "task": "g2p",
       "scripts": ["Arab", "Latn"],
       "precision": "fp32",
@@ -261,12 +270,12 @@
       "url": null,
       "parts": [
         {
-          "url": "https://github.com/interscript/interscript-ml/releases/download/fas-g2p-1.0/fas-g2p-1.0-fp32.zip.part-00",
+          "url": "https://github.com/interscript/interscript-models/releases/download/fas-g2p-1.0/fas-g2p-1.0-fp32.zip.part-00",
           "sha256": "6c475e53f3c7ef3edcef5a24d2d81f51d13ddf4c417de98440943c9a32b03e55",
           "size": 1500000000
         },
         {
-          "url": "https://github.com/interscript/interscript-ml/releases/download/fas-g2p-1.0/fas-g2p-1.0-fp32.zip.part-01",
+          "url": "https://github.com/interscript/interscript-models/releases/download/fas-g2p-1.0/fas-g2p-1.0-fp32.zip.part-01",
           "sha256": "c5656c649412f41e201c567e002514d31390b636d4650d9dcb6dfed1973fb3d5",
           "size": 1280254270
         }
@@ -277,12 +286,12 @@
         {
           "name": "cer",
           "value": 1.6,
-          "source": "interscript/interscript-ml docs/RESULTS.md#fas-g2p-1.0"
+          "source": "interscript/interscript-models docs/RESULTS.md#fas-g2p-1.0"
         },
         {
           "name": "sb_homograph_ezafe_norm",
           "value": 77.34,
-          "source": "interscript/interscript-ml docs/RESULTS.md#fas-g2p-1.0"
+          "source": "interscript/interscript-models docs/RESULTS.md#fas-g2p-1.0"
         }
       ],
       "parity": {
@@ -293,11 +302,12 @@
     },
     {
       "id": "ara-diac-small-1.0",
+      "kind": null,
       "task": "diacritization",
       "scripts": ["Arab", "Arab"],
       "precision": "fp32",
       "filename": "ara-diac-small-1.0-fp32.zip",
-      "url": "https://github.com/interscript/interscript-ml/releases/download/ara-diac-small-1.0/ara-diac-small-1.0-fp32.zip",
+      "url": "https://github.com/interscript/interscript-models/releases/download/ara-diac-small-1.0/ara-diac-small-1.0-fp32.zip",
       "parts": null,
       "sha256": "8b149beb04294a2e482af876a34ae0fca3e87412606116fae1a376845fd4111a",
       "size": 1418126835,
@@ -305,22 +315,22 @@
         {
           "name": "der_teacher_greedy",
           "value": 1.3205,
-          "source": "interscript/interscript-ml docs/RESULTS.md#ara-diac-small-1.0"
+          "source": "interscript/interscript-models docs/RESULTS.md#ara-diac-small-1.0"
         },
         {
           "name": "der_student_greedy",
           "value": 3.658,
-          "source": "interscript/interscript-ml docs/RESULTS.md#ara-diac-small-1.0"
+          "source": "interscript/interscript-models docs/RESULTS.md#ara-diac-small-1.0"
         },
         {
           "name": "der_teacher_fullset",
           "value": 2.5815,
-          "source": "interscript/interscript-ml docs/RESULTS.md#ara-diac-small-1.0"
+          "source": "interscript/interscript-models docs/RESULTS.md#ara-diac-small-1.0"
         },
         {
           "name": "der_student_fullset",
           "value": 8.259,
-          "source": "interscript/interscript-ml docs/RESULTS.md#ara-diac-small-1.0"
+          "source": "interscript/interscript-models docs/RESULTS.md#ara-diac-small-1.0"
         }
       ],
       "parity": {
@@ -331,6 +341,7 @@
     },
     {
       "id": "heb-diac-1.1",
+      "kind": null,
       "task": "diacritization",
       "scripts": ["Hebr", "Hebr"],
       "precision": "fp32",
@@ -338,12 +349,12 @@
       "url": null,
       "parts": [
         {
-          "url": "https://github.com/interscript/interscript-ml/releases/download/heb-diac-1.1/heb.zip.part-00",
+          "url": "https://github.com/interscript/interscript-models/releases/download/heb-diac-1.1/heb.zip.part-00",
           "sha256": "8dac0d62e9b0ac4b137412eaf3a542953f11575f12f66f76cb93d3f5d788fc1b",
           "size": 1500000000
         },
         {
-          "url": "https://github.com/interscript/interscript-ml/releases/download/heb-diac-1.1/heb.zip.part-01",
+          "url": "https://github.com/interscript/interscript-models/releases/download/heb-diac-1.1/heb.zip.part-01",
           "sha256": "230c5ab731ea5f001f802d60b9e9a328c10b43bc311a19ef1974f114384313ed",
           "size": 1280987905
         }
@@ -370,6 +381,7 @@
     },
     {
       "id": "ara-diac-1.0",
+      "kind": null,
       "task": "diacritization",
       "scripts": ["Arab", "Arab"],
       "precision": "fp32",
@@ -377,12 +389,12 @@
       "url": null,
       "parts": [
         {
-          "url": "https://github.com/interscript/interscript-ml/releases/download/ara-diac-1.0/ara-diac-1.0-fp32.zip.part-00",
+          "url": "https://github.com/interscript/interscript-models/releases/download/ara-diac-1.0/ara-diac-1.0-fp32.zip.part-00",
           "sha256": "6282a9291fb45ac7fcc3abe79d33b5913e91f87dcff8b305bf1d57ed98a3ed0b",
           "size": 1500000000
         },
         {
-          "url": "https://github.com/interscript/interscript-ml/releases/download/ara-diac-1.0/ara-diac-1.0-fp32.zip.part-01",
+          "url": "https://github.com/interscript/interscript-models/releases/download/ara-diac-1.0/ara-diac-1.0-fp32.zip.part-01",
           "sha256": "7e7254a89ec75493871f6f61a993315097dad1bb0ba63c4584453c309e8cb906",
           "size": 1280311342
         }
@@ -409,11 +421,12 @@
     },
     {
       "id": "ara-diac-small-1.0-int8",
+      "kind": null,
       "task": "diacritization",
       "scripts": ["Arab", "Arab"],
       "precision": "int8",
       "filename": "ara-diac-small-1.0-int8.zip",
-      "url": "https://github.com/interscript/interscript-ml/releases/download/ara-diac-small-1.0/ara-diac-small-1.0-int8.zip",
+      "url": "https://github.com/interscript/interscript-models/releases/download/ara-diac-small-1.0/ara-diac-small-1.0-int8.zip",
       "parts": null,
       "sha256": "af247d837bee7e755b5287102cfb715c48dc90c2cf41ec1c41e7238e1a72b678",
       "size": 256959713,
@@ -421,22 +434,22 @@
         {
           "name": "der_teacher_greedy",
           "value": 1.3205,
-          "source": "interscript/interscript-ml docs/RESULTS.md#ara-diac-small-1.0"
+          "source": "interscript/interscript-models docs/RESULTS.md#ara-diac-small-1.0"
         },
         {
           "name": "der_student_greedy",
           "value": 3.658,
-          "source": "interscript/interscript-ml docs/RESULTS.md#ara-diac-small-1.0"
+          "source": "interscript/interscript-models docs/RESULTS.md#ara-diac-small-1.0"
         },
         {
           "name": "der_teacher_fullset",
           "value": 2.5815,
-          "source": "interscript/interscript-ml docs/RESULTS.md#ara-diac-small-1.0"
+          "source": "interscript/interscript-models docs/RESULTS.md#ara-diac-small-1.0"
         },
         {
           "name": "der_student_fullset",
           "value": 8.259,
-          "source": "interscript/interscript-ml docs/RESULTS.md#ara-diac-small-1.0"
+          "source": "interscript/interscript-models docs/RESULTS.md#ara-diac-small-1.0"
         }
       ],
       "parity": {
@@ -447,11 +460,12 @@
     },
     {
       "id": "ara-diac-small-2.0",
+      "kind": null,
       "task": "diacritization",
       "scripts": ["Arab", "Arab"],
       "precision": "fp32",
       "filename": "ara-diac-small-2.0-fp32.zip",
-      "url": "https://github.com/interscript/interscript-ml/releases/download/ara-diac-small-2.0/ara-diac-small-2.0-fp32.zip",
+      "url": "https://github.com/interscript/interscript-models/releases/download/ara-diac-small-2.0/ara-diac-small-2.0-fp32.zip",
       "parts": null,
       "sha256": "d9aa95d0e8fd0d7da80fd2f7dabedf0ac65f55ba984de565d252f5e14906d98c",
       "size": 1418516306,
@@ -459,12 +473,12 @@
         {
           "name": "der_teacher_fullset",
           "value": 2.289,
-          "source": "interscript/interscript-ml docs/RESULTS.md#run-006-r7-muon"
+          "source": "interscript/interscript-models docs/RESULTS.md#run-006-r7-muon"
         },
         {
           "name": "der_student_fullset",
           "value": 5.0821,
-          "source": "interscript/interscript-ml docs/RESULTS.md#run-006-r7-muon"
+          "source": "interscript/interscript-models docs/RESULTS.md#run-006-r7-muon"
         }
       ],
       "parity": {
@@ -475,11 +489,12 @@
     },
     {
       "id": "ara-diac-small-2.0-int8",
+      "kind": null,
       "task": "diacritization",
       "scripts": ["Arab", "Arab"],
       "precision": "int8",
       "filename": "ara-diac-small-2.0-int8.zip",
-      "url": "https://github.com/interscript/interscript-ml/releases/download/ara-diac-small-2.0/ara-diac-small-2.0-int8.zip",
+      "url": "https://github.com/interscript/interscript-models/releases/download/ara-diac-small-2.0/ara-diac-small-2.0-int8.zip",
       "parts": null,
       "sha256": "f4d07acdaf9c18cded97e15e0c5636e6cee90de2fa32c5a373a44c0cc912bf50",
       "size": 264043016,
@@ -487,12 +502,12 @@
         {
           "name": "der_teacher_fullset",
           "value": 2.289,
-          "source": "interscript/interscript-ml docs/RESULTS.md#run-006-r7-muon"
+          "source": "interscript/interscript-models docs/RESULTS.md#run-006-r7-muon"
         },
         {
           "name": "der_student_fullset",
           "value": 4.8218,
-          "source": "interscript/interscript-ml docs/RESULTS.md#run-006-r7-muon"
+          "source": "interscript/interscript-models docs/RESULTS.md#run-006-r7-muon"
         }
       ],
       "parity": {
@@ -503,6 +518,7 @@
     },
     {
       "id": "ara-diac-2.0",
+      "kind": null,
       "task": "diacritization",
       "scripts": ["Arab", "Arab"],
       "precision": "fp32",
@@ -510,12 +526,12 @@
       "url": null,
       "parts": [
         {
-          "url": "https://github.com/interscript/interscript-ml/releases/download/ara-diac-2.0/ara-diac-2.0-fp32.zip.part-00",
+          "url": "https://github.com/interscript/interscript-models/releases/download/ara-diac-2.0/ara-diac-2.0-fp32.zip.part-00",
           "sha256": "28c272b5ce58031c356e75823eb581f12351a1675a52d8e4000f851c80d5e14d",
           "size": 1500000000
         },
         {
-          "url": "https://github.com/interscript/interscript-ml/releases/download/ara-diac-2.0/ara-diac-2.0-fp32.zip.part-01",
+          "url": "https://github.com/interscript/interscript-models/releases/download/ara-diac-2.0/ara-diac-2.0-fp32.zip.part-01",
           "sha256": "86016da35e14a8fc05d4fbf3b1ad9ef24c29f9f7893f1716e40bef4b491effa2",
           "size": 1280299051
         }
@@ -552,11 +568,12 @@
     },
     {
       "id": "ara-diac-2.0-int8",
+      "kind": null,
       "task": "diacritization",
       "scripts": ["Arab", "Arab"],
       "precision": "int8",
       "filename": "ara-diac-2.0-int8.zip",
-      "url": "https://github.com/interscript/interscript-ml/releases/download/ara-diac-2.0/ara-diac-2.0-int8.zip",
+      "url": "https://github.com/interscript/interscript-models/releases/download/ara-diac-2.0/ara-diac-2.0-int8.zip",
       "parts": null,
       "sha256": "7f1d55d43f97564ad62fc14a7e0cabe52c01d8298b747677a75900de748bb6c6",
       "size": 519207340,
@@ -590,11 +607,12 @@
     },
     {
       "id": "ara-diac-small-2.1",
+      "kind": null,
       "task": "diacritization",
       "scripts": ["Arab", "Arab"],
       "precision": "fp32",
       "filename": "ara-diac-small-2.1-fp32.zip",
-      "url": "https://github.com/interscript/interscript-ml/releases/download/ara-diac-small-2.1/ara-diac-small-2.1-fp32.zip",
+      "url": "https://github.com/interscript/interscript-models/releases/download/ara-diac-small-2.1/ara-diac-small-2.1-fp32.zip",
       "parts": null,
       "sha256": "a69918de9f87664fd97cdab3bf68b655966f608211dbeadd7b6fb3f7b03e5ffb",
       "size": 1419756840,
@@ -602,12 +620,12 @@
         {
           "name": "der_teacher_fullset",
           "value": 2.289,
-          "source": "interscript/interscript-ml docs/RESULTS.md#run-006-r7-muon"
+          "source": "interscript/interscript-models docs/RESULTS.md#run-006-r7-muon"
         },
         {
           "name": "der_student_fullset",
           "value": 4.5701,
-          "source": "interscript/interscript-ml docs/RESULTS.md#run-006-r7-muon"
+          "source": "interscript/interscript-models docs/RESULTS.md#run-006-r7-muon"
         }
       ],
       "parity": {
@@ -618,11 +636,12 @@
     },
     {
       "id": "ara-diac-small-2.1-int8",
+      "kind": null,
       "task": "diacritization",
       "scripts": ["Arab", "Arab"],
       "precision": "int8",
       "filename": "ara-diac-small-2.1-int8.zip",
-      "url": "https://github.com/interscript/interscript-ml/releases/download/ara-diac-small-2.1/ara-diac-small-2.1-int8.zip",
+      "url": "https://github.com/interscript/interscript-models/releases/download/ara-diac-small-2.1/ara-diac-small-2.1-int8.zip",
       "parts": null,
       "sha256": "9b4e4aad2ab53a8cfbec432a78e27b409376627243aec3fd043f06574552a32b",
       "size": 267965657,
@@ -630,12 +649,12 @@
         {
           "name": "der_teacher_fullset",
           "value": 2.289,
-          "source": "interscript/interscript-ml docs/RESULTS.md#run-006-r7-muon"
+          "source": "interscript/interscript-models docs/RESULTS.md#run-006-r7-muon"
         },
         {
           "name": "der_student_fullset",
           "value": 4.5701,
-          "source": "interscript/interscript-ml docs/RESULTS.md#run-006-r7-muon"
+          "source": "interscript/interscript-models docs/RESULTS.md#run-006-r7-muon"
         }
       ],
       "parity": {
@@ -646,11 +665,12 @@
     },
     {
       "id": "ara-diac-layerdrop-1.0",
+      "kind": null,
       "task": "diacritization",
       "scripts": ["Arab", "Arab"],
       "precision": "fp32",
       "filename": "ara-diac-layerdrop-1.0-fp32.zip",
-      "url": "https://github.com/interscript/interscript-ml/releases/download/ara-diac-layerdrop-1.0/ara-diac-layerdrop-1.0-fp32.zip",
+      "url": "https://github.com/interscript/interscript-models/releases/download/ara-diac-layerdrop-1.0/ara-diac-layerdrop-1.0-fp32.zip",
       "parts": null,
       "sha256": "8f297bdc0e7eba5160c6ed8a2a437abbd399687fd14f2f2b640a4b4c639a3d16",
       "size": 1015218371,
@@ -658,12 +678,12 @@
         {
           "name": "der_teacher_fullset",
           "value": 2.2921,
-          "source": "interscript/interscript-ml docs/RESULTS.md#layerdrop-6ep"
+          "source": "interscript/interscript-models docs/RESULTS.md#layerdrop-6ep"
         },
         {
           "name": "der_student_fullset",
           "value": 5.784,
-          "source": "interscript/interscript-ml docs/RESULTS.md#layerdrop-6ep"
+          "source": "interscript/interscript-models docs/RESULTS.md#layerdrop-6ep"
         }
       ],
       "parity": {
@@ -674,11 +694,12 @@
     },
     {
       "id": "ara-diac-layerdrop-1.0-int8",
+      "kind": null,
       "task": "diacritization",
       "scripts": ["Arab", "Arab"],
       "precision": "int8",
       "filename": "ara-diac-layerdrop-1.0-int8.zip",
-      "url": "https://github.com/interscript/interscript-ml/releases/download/ara-diac-layerdrop-1.0/ara-diac-layerdrop-1.0-int8.zip",
+      "url": "https://github.com/interscript/interscript-models/releases/download/ara-diac-layerdrop-1.0/ara-diac-layerdrop-1.0-int8.zip",
       "parts": null,
       "sha256": "68dcc06cd8861e017c4d4912ce3e1fe057d78b79b0a7b6246ae8603c99930963",
       "size": 191603048,
@@ -686,12 +707,12 @@
         {
           "name": "der_teacher_fullset",
           "value": 2.2921,
-          "source": "interscript/interscript-ml docs/RESULTS.md#layerdrop-6ep"
+          "source": "interscript/interscript-models docs/RESULTS.md#layerdrop-6ep"
         },
         {
           "name": "der_student_fullset",
           "value": 5.784,
-          "source": "interscript/interscript-ml docs/RESULTS.md#layerdrop-6ep"
+          "source": "interscript/interscript-models docs/RESULTS.md#layerdrop-6ep"
         }
       ],
       "parity": {
@@ -702,11 +723,12 @@
     },
     {
       "id": "ara-diac-layerdrop-1.0-int4",
+      "kind": null,
       "task": "diacritization",
       "scripts": ["Arab", "Arab"],
       "precision": "int4",
       "filename": "ara-diac-layerdrop-1.0-int4.zip",
-      "url": "https://github.com/interscript/interscript-ml/releases/download/ara-diac-layerdrop-1.0/ara-diac-layerdrop-1.0-int4.zip",
+      "url": "https://github.com/interscript/interscript-models/releases/download/ara-diac-layerdrop-1.0/ara-diac-layerdrop-1.0-int4.zip",
       "parts": null,
       "sha256": "352e02105645a6e283e2c3602505bea0e90085b741666fd863e478e4835e7bc9",
       "size": 145195702,
@@ -714,12 +736,12 @@
         {
           "name": "der_teacher_fullset",
           "value": 2.2921,
-          "source": "interscript/interscript-ml docs/RESULTS.md#layerdrop-6ep"
+          "source": "interscript/interscript-models docs/RESULTS.md#layerdrop-6ep"
         },
         {
           "name": "der_student_fullset",
           "value": 5.784,
-          "source": "interscript/interscript-ml docs/RESULTS.md#layerdrop-6ep"
+          "source": "interscript/interscript-models docs/RESULTS.md#layerdrop-6ep"
         }
       ],
       "parity": {
@@ -730,11 +752,12 @@
     },
     {
       "id": "ara-diac-small-2.1-fp16",
+      "kind": null,
       "task": "diacritization",
       "scripts": ["Arab", "Arab"],
       "precision": "fp16",
       "filename": "ara-diac-small-2.1-fp16.zip",
-      "url": "https://github.com/interscript/interscript-ml/releases/download/ara-diac-small-2.1/ara-diac-small-2.1-fp16.zip",
+      "url": "https://github.com/interscript/interscript-models/releases/download/ara-diac-small-2.1/ara-diac-small-2.1-fp16.zip",
       "parts": null,
       "sha256": "395ee72137d1cdfa9cd53bf167ad0d2f5fe5cbf9a5b62f118e0c9e0fa63c972d",
       "size": 706351903,
@@ -742,12 +765,12 @@
         {
           "name": "der_teacher_fullset",
           "value": 2.289,
-          "source": "interscript/interscript-ml docs/RESULTS.md#run-006-r7-muon"
+          "source": "interscript/interscript-models docs/RESULTS.md#run-006-r7-muon"
         },
         {
           "name": "der_student_fullset",
           "value": 4.5701,
-          "source": "interscript/interscript-ml docs/RESULTS.md#run-006-r7-muon"
+          "source": "interscript/interscript-models docs/RESULTS.md#run-006-r7-muon"
         }
       ],
       "parity": {
@@ -755,6 +778,134 @@
         "cer_delta": 0.0714
       },
       "license": "BSD-3-Clause"
+    },
+    {
+      "id": "ara-diac-small-int8static-2.1",
+      "kind": null,
+      "task": "diacritization",
+      "scripts": ["Arab", "Arab"],
+      "precision": "int8",
+      "filename": "ara-diac-small-int8static-2.1-int8.zip",
+      "url": "https://github.com/interscript/interscript-models/releases/download/ara-diac-small-int8static-2.1/ara-diac-small-int8static-2.1-int8.zip",
+      "parts": null,
+      "sha256": "7836bfd5582ad054ee419bfbd45a2b4a87fe8dc91e1f849898428faefd0c95da",
+      "size": 515362212,
+      "metrics": [
+        {
+          "name": "der_teacher_fullset",
+          "value": 2.289,
+          "source": "interscript/interscript-models docs/RESULTS.md#run-006-r7-muon"
+        },
+        {
+          "name": "der_student_fullset",
+          "value": 4.5701,
+          "source": "interscript/interscript-models docs/RESULTS.md#run-006-r7-muon"
+        }
+      ],
+      "parity": {
+        "samples": 2480,
+        "cer_delta": 0.1038
+      },
+      "license": "BSD-3-Clause"
+    },
+    {
+      "id": "ara-diac-plane-1.0",
+      "kind": "plane",
+      "task": "diacritization",
+      "scripts": ["Arab", "Arab"],
+      "precision": "int8",
+      "filename": "ara-diac-plane-1.0.zip",
+      "url": "https://github.com/interscript/interscript-models/releases/download/ara-diac-plane-1.0/ara-diac-plane-1.0.zip",
+      "parts": null,
+      "sha256": "1310204e36acc4fcbb988e9f9c46cf6422e7ea3860bd467fb469ea0ad4d39ef3",
+      "size": 219076965,
+      "metrics": [
+        {
+          "name": "der_total_greedy",
+          "value": 3.5905,
+          "source": "interscript/interscript-models docs/RESULTS.md#run-018-plane-v2"
+        },
+        {
+          "name": "der_morph_greedy",
+          "value": 2.2149,
+          "source": "interscript/interscript-models docs/RESULTS.md#run-018-plane-v2"
+        }
+      ],
+      "parity": null,
+      "license": "BSD-3-Clause"
+    },
+    {
+      "id": "ara-diac-plane-large-1.0",
+      "kind": "plane",
+      "task": "diacritization",
+      "scripts": ["Arab", "Arab"],
+      "precision": "int8",
+      "filename": "ara-diac-plane-large-1.0.zip",
+      "url": "https://github.com/interscript/interscript-models/releases/download/ara-diac-plane-large-1.0/ara-diac-plane-large-1.0.zip",
+      "parts": null,
+      "sha256": "a66df2e12ddc935e8ab59836fd45486f17ac40b764c1619c03b2b0e191608a52",
+      "size": 866052488,
+      "metrics": [
+        {
+          "name": "der_total_greedy",
+          "value": 2.7397,
+          "source": "interscript/interscript-models docs/RESULTS.md#run-019-epoch-2--27397-second-epoch-closes-a-third-of-the-gap-sota-gate-still-open-2026-10-05"
+        },
+        {
+          "name": "der_morph_greedy",
+          "value": 1.6717,
+          "source": "interscript/interscript-models docs/RESULTS.md#run-019-epoch-2--27397-second-epoch-closes-a-third-of-the-gap-sota-gate-still-open-2026-10-05"
+        },
+        {
+          "name": "wer_total_greedy",
+          "value": 8.6083,
+          "source": "interscript/interscript-models docs/RESULTS.md#run-019-epoch-2--27397-second-epoch-closes-a-third-of-the-gap-sota-gate-still-open-2026-10-05"
+        }
+      ],
+      "parity": null,
+      "license": "BSD-3-Clause"
+    },
+    {
+      "id": "heb-diac-plane-1.0",
+      "kind": "plane",
+      "task": "diacritization",
+      "scripts": ["Hebr", "Hebr"],
+      "precision": "int8",
+      "filename": "heb-diac-plane-1.0.zip",
+      "url": "https://github.com/interscript/interscript-models/releases/download/heb-diac-plane-1.0/heb-diac-plane-1.0.zip",
+      "parts": null,
+      "sha256": "dd9ae811c60c38f28ead57bdefa022b281867401ee13e38563b990eaf7f81f95",
+      "size": 219322007,
+      "metrics": [
+        {
+          "name": "der_total_greedy",
+          "value": 12.48,
+          "source": "interscript/interscript-models docs/RESULTS.md#run-021-heb-plane--1248-nakdimon-der-the-plane-family-generalizes-seq2seq-student-beaten-at-396pp-2026-10-07"
+        }
+      ],
+      "parity": null,
+      "license": "BSD-3-Clause"
+    },
+    {
+      "id": "heb-diac-plane-2.0",
+      "kind": "plane",
+      "task": "diacritization",
+      "scripts": ["Hebr", "Hebr"],
+      "precision": "int8",
+      "filename": "heb-diac-plane-2.0.zip",
+      "url": "https://github.com/interscript/interscript-models/releases/download/heb-diac-plane-2.0/heb-diac-plane-2.0.zip",
+      "parts": null,
+      "sha256": "9c8f0432294ebae6abc847ddb79572c1ab979f4851f03d44a9bb6495ba767a9e",
+      "size": 415901226,
+      "metrics": [
+        {
+          "name": "der_total_greedy",
+          "value": 8.18,
+          "source": "interscript/interscript-models docs/RESULTS.md#run-022-heb-plane-base--818-der-at-the-artifact-level-gate-cleared-hebrew--430pp-2026-10-07"
+        }
+      ],
+      "parity": null,
+      "license": "BSD-3-Clause"
     }
   ]
 }
diff --git a/src/ml.ts b/src/ml.ts
new file mode 100644
index 0000000..29fd97f
--- /dev/null
+++ b/src/ml.ts
@@ -0,0 +1,132 @@
+/**
+ * WO15: the neural edge surface — kind-aware execution on the worker.
+ *
+ * Plane artifacts small enough for worker memory (budget below) run
+ * IN-WORKER: zip fetched from the Releases data channel (Cache API
+ * between calls), sha-verified, decoded by the interscript-ts plane
+ * runtime. Larger models answer 503 with a pointer to the
+ * client/runtime path — workerd caps isolate memory at 128 MB, and we
+ * say so rather than OOM.
+ */
+
+import { createPlaneModel } from "interscript/ml"
+import { getModel } from "./models.js"
+
+/** In-worker execution budget (bytes). 100 MB leaves headroom inside
+ * the 128 MB workerd isolate limit for the session + decode. */
+export const WORKER_MODEL_MAX_BYTES = 100 * 1024 * 1024
+
+export class MlError extends Error {
+  constructor(
+    readonly status: number,
+    readonly code: string,
+    message: string,
+  ) {
+    super(message)
+  }
+}
+
+export interface MlRequest {
+  readonly id: string
+  readonly text: string
+  readonly preserveDiacritics?: boolean
+}
+
+/** A resolved artifact: from the index, or supplied directly (tests,
+ * self-hosters with mirrors). */
+export interface PlaneArtifact {
+  readonly url: string
+  readonly sha256: string
+  readonly size?: number | undefined
+}
+
+interface ZipCache {
+  match(key: RequestInfo): Promise<Response | undefined>
+  put(key: RequestInfo, res: Response): Promise<void>
+}
+
+function cacheInterface(): ZipCache | undefined {
+  if (typeof caches === "undefined") return undefined
+  // workerd exposes caches.default; tests run without it (no cache)
+  return (caches as unknown as { default?: ZipCache }).default
+}
+
+async function fetchZip(url: string, sha256: string): Promise<Uint8Array> {
+  const cache = cacheInterface()
+  const key = `https://ml.interscript.internal/zip/${sha256}`
+  const hit = await cache?.match(key)
+  if (hit) return new Uint8Array(await hit.arrayBuffer())
+  const res = await fetch(url)
+  if (!res.ok) {
+    throw new MlError(502, "artifact_fetch_failed", `artifact fetch failed: ${res.status}`)
+  }
+  const bytes = new Uint8Array(await res.arrayBuffer())
+  const digest = await crypto.subtle.digest("SHA-256", bytes.buffer as ArrayBuffer)
+  const got = Array.from(new Uint8Array(digest))
+    .map((b) => b.toString(16).padStart(2, "0"))
+    .join("")
+  if (got !== sha256) {
+    throw new MlError(502, "artifact_sha_mismatch", `artifact sha256 mismatch: ${got}`)
+  }
+  await cache?.put(key, new Response(bytes))
+  return bytes
+}
+
+/** Errors that mean "not executable here, try the fallback path". */
+export function isEdgeIneligible(err: unknown): boolean {
+  return err instanceof MlError && err.status >= 500
+}
+
+export async function runModel(req: MlRequest): Promise<string> {
+  const entry = getModel(req.id)
+  if (!entry) {
+    throw new MlError(404, "unknown_model", `unknown model id '${req.id}'`)
+  }
+  const kind = (entry as { kind?: string }).kind ?? "imf-v1"
+  if (kind !== "plane") {
+    throw new MlError(
+      501, "kind_not_edge_executable",
+      `kind '${kind}' does not run in-worker yet; use the interscript runtime (py/ruby/ts)`,
+    )
+  }
+  if (!entry.url || !entry.sha256) {
+    throw new MlError(503, "artifact_unresolvable", "model has no release artifact")
+  }
+  const artifact: PlaneArtifact = {
+    url: entry.url, sha256: entry.sha256, size: entry.size ?? undefined,
+  }
+  const args: Parameters<typeof executePlane>[0] = {
+    artifact, text: req.text,
+  }
+  if (req.preserveDiacritics !== undefined) {
+    args.preserveDiacritics = req.preserveDiacritics
+  }
+  return executePlane(args)
+}
+
+export interface ExecutePlaneArgs {
+  readonly artifact: PlaneArtifact
+  readonly text: string
+  preserveDiacritics?: boolean
+}
+
+export async function executePlane(args: ExecutePlaneArgs): Promise<string> {
+  const { artifact, text } = args
+  if ((artifact.size ?? 0) > WORKER_MODEL_MAX_BYTES) {
+    throw new MlError(
+      503, "model_too_large_for_worker",
+      `artifact exceeds the in-worker budget (${WORKER_MODEL_MAX_BYTES} bytes); ` +
+        `workerd isolates cap at 128 MB. Run via the interscript runtime ` +
+        `(py/ruby/ts) or a self-hosted inference service.`,
+    )
+  }
+  const zip = await fetchZip(artifact.url, artifact.sha256)
+  const model = await createPlaneModel(zip)
+  try {
+    return await model.transform(text, {
+      preserveDiacritics: args.preserveDiacritics ?? false,
+    })
+  } finally {
+    await model.dispose()
+  }
+}
diff --git a/src/rest.ts b/src/rest.ts
index 90993fe..43e2ecd 100644
--- a/src/rest.ts
+++ b/src/rest.ts
@@ -27,6 +27,7 @@ import { InputTooLongError, MapNotFoundError } from "./errors.js"
 import { INFER_TIMEOUT_MS, LIMITS } from "./limits.js"
 import { bundledSystemCodes } from "./engine.js"
 import { getModel, listModels, MODELS_INDEX_VERSION } from "./models.js"
+import { isEdgeIneligible, MlError, runModel } from "./ml.js"
 import { OPENAPI } from "./openapi.js"
 import { docsPage } from "./docs.js"
 
@@ -225,6 +226,27 @@ rest.post("/v1/infer", async (c) => {
   if (!getModel(model)) {
     return errorResponse(404, "model_not_found", `Couldn't locate ${model}`)
   }
+  // Edge-first (WO15): plane artifacts inside the worker memory budget
+  // execute IN-WORKER; anything else falls through to the proxy.
+  const preserve = (body as { preserve_diacritics?: boolean }).preserve_diacritics
+  try {
+    const req: { id: string; text: string; preserveDiacritics?: boolean } = {
+      id: model, text: input,
+    }
+    if (preserve !== undefined) req.preserveDiacritics = preserve
+    const output = await runModel(req)
+    return c.json({ model, input, output, executed: "in-worker" })
+  } catch (err) {
+    if (!isEdgeIneligible(err)) {
+      if (err instanceof MlError && err.status === 404) {
+        return errorResponse(404, "model_not_found", `Couldn't locate ${model}`)
+      }
+      if (err instanceof MlError && err.status === 502) {
+        return errorResponse(502, err.code, err.message)
+      }
+      throw err
+    }
+  }
   const { ML_ENDPOINT, ML_TOKEN } = (c.env ?? {}) as Record<string, string | undefined>
   if (!ML_ENDPOINT || !ML_TOKEN) {
     return errorResponse(
diff --git a/src/types/interscript-ml.d.ts b/src/types/interscript-ml.d.ts
new file mode 100644
index 0000000..94b312e
--- /dev/null
+++ b/src/types/interscript-ml.d.ts
@@ -0,0 +1,17 @@
+/**
+ * Augmentation: the plane loader ships in the next interscript
+ * release (interscript-ts#99/#100). Until the dependency bumps, the
+ * worker declares the contract it consumes; vitest aliases
+ * "interscript/ml" to the local interscript-ts source so tests run
+ * the REAL implementation.
+ */
+declare module "interscript/ml" {
+  export interface PlaneTransformOptions {
+    preserveDiacritics?: boolean
+  }
+  export interface PlaneModelLike {
+    transform(input: string, opts?: PlaneTransformOptions): Promise<string>
+    dispose(): Promise<void>
+  }
+  export function createPlaneModel(zipBytes: Uint8Array): Promise<PlaneModelLike>
+}
diff --git a/test/fixtures/tiny-plane.zip b/test/fixtures/tiny-plane.zip
new file mode 100644
index 0000000..cda0b93
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diff --git a/test/ml.test.ts b/test/ml.test.ts
new file mode 100644
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--- /dev/null
+++ b/test/ml.test.ts
@@ -0,0 +1,111 @@
+/**
+ * WO15: the neural edge surface — in-worker plane execution.
+ * Runs the REAL plane runtime (vitest alias -> interscript-ts source)
+ * against a REAL local HTTP server serving the tiny-plane fixture.
+ */
+
+import { createServer, type Server } from "node:http"
+import { readFileSync } from "node:fs"
+import { afterAll, beforeAll, describe, expect, it } from "vitest"
+import {
+  executePlane,
+  isEdgeIneligible,
+  MlError,
+  runModel,
+  WORKER_MODEL_MAX_BYTES,
+} from "../src/ml.js"
+import { createHash } from "node:crypto"
+
+const FIXTURE = new URL("./fixtures/tiny-plane.zip", import.meta.url)
+const bytes = new Uint8Array(readFileSync(FIXTURE))
+const sha = createHash("sha256").update(bytes).digest("hex")
+
+let server: Server
+let port = 0
+
+beforeAll(async () => {
+  server = createServer((req, res) => {
+    res.writeHead(200, { "content-type": "application/zip" })
+    res.end(Buffer.from(bytes))
+  })
+  await new Promise<void>((resolve) => server.listen(0, "127.0.0.1", resolve))
+  port = (server.address() as { port: number }).port
+})
+
+afterAll(async () => {
+  await new Promise<void>((resolve) => server.close(() => resolve()))
+})
+
+const artifact = () => ({ url: `http://127.0.0.1:${port}/tiny-plane.zip`, sha256: sha })
+
+describe("executePlane (real fetch -> verify -> session -> decode)", () => {
+  it("decodes the fixture through the full chain", async () => {
+    const out = await executePlane({ artifact: artifact(), text: "كتب" })
+    expect(out).toBe("كُتُبُ") // MASK(4) -> 1 -> 2: damma on k=2
+  })
+
+  it("preserve mode round-trips user diacritics", async () => {
+    const out = await executePlane({
+      artifact: artifact(), text: "كُتُبُ", preserveDiacritics: true,
+    })
+    expect(out).toBe("كُتُبُ")
+  })
+
+  it("rejects a sha mismatch loudly", async () => {
+    await expect(
+      executePlane({ artifact: { ...artifact(), sha256: "0".repeat(64) }, text: "كتب" }),
+    ).rejects.toThrow(/sha256 mismatch/)
+  })
+
+  it("refuses artifacts above the in-worker budget", async () => {
+    await expect(
+      executePlane({
+        artifact: { ...artifact(), size: WORKER_MODEL_MAX_BYTES + 1 },
+        text: "كتب",
+      }),
+    ).rejects.toThrow(/in-worker budget/)
+  })
+})
+
+describe("runModel dispatch", () => {
+  it("404s on unknown ids", async () => {
+    await expect(runModel({ id: "nope", text: "x" })).rejects.toMatchObject({
+      status: 404,
+    })
+  })
+
+  it("marks server-side ineligibility for the proxy fallback", () => {
+    const err = new MlError(503, "model_too_large_for_worker", "big")
+    expect(isEdgeIneligible(err)).toBe(true)
+    expect(isEdgeIneligible(new MlError(404, "unknown_model", "x"))).toBe(false)
+    expect(isEdgeIneligible(new Error("x"))).toBe(false)
+  })
+})
+
+describe("POST /v1/infer edge-first dispatch", () => {
+  it("404s unknown models (route contract)", async () => {
+    const { rest } = await import("../src/rest.js")
+    const res = await rest.request("/v1/infer", {
+      method: "POST",
+      body: JSON.stringify({ model: "does-not-exist", input: "x" }),
+    })
+    expect(res.status).toBe(404)
+    expect(((await res.json()) as { error: { code: string } }).error.code).toBe(
+      "model_not_found",
+    )
+  })
+
+  it("falls back to the proxy (503 unconfigured) for oversized plane artifacts", async () => {
+    const { rest } = await import("../src/rest.js")
+    // heb-diac-plane-2.0 is 416MB — over the in-worker budget, no
+    // ML_ENDPOINT configured in tests -> proxy path -> 503
+    const res = await rest.request("/v1/infer", {
+      method: "POST",
+      body: JSON.stringify({ model: "heb-diac-plane-2.0", input: "שלום" }),
+    })
+    expect(res.status).toBe(503)
+    expect(((await res.json()) as { error: { code: string } }).error.code).toBe(
+      "inference_unconfigured",
+    )
+  })
+})
diff --git a/vitest.config.ts b/vitest.config.ts
index f08f2fe..753e812 100644
--- a/vitest.config.ts
+++ b/vitest.config.ts
@@ -1,6 +1,17 @@
 import { defineConfig } from "vitest/config"
 
+import { fileURLToPath } from "node:url"
+
 export default defineConfig({
+  resolve: {
+    alias: {
+      // tests run the REAL plane runtime from the local interscript-ts
+      // checkout (the published package lags by one release)
+      "interscript/ml": fileURLToPath(
+        new URL("../interscript-ts/src/ml/index.ts", import.meta.url),
+      ),
+    },
+  },
   test: {
     exclude: ["**/node_modules/**", "**/dist/**", "vendor/**", "coverage/**"],
   },