From 485c1e7f3919960fcf80001ef0e45af9848db021 Mon Sep 17 00:00:00 2001
From: jsboige <jsboige@gmail.com>
Date: Sat, 12 Sep 2026 12:01:58 +0200
Subject: [PATCH] fix(notebook,#14122): purge Planners-6 C# CS8632 warnings

Enable the nullable context for the intentional nullable annotations in the
STRIPS model, re-execute all 11 .NET cells, and record the resulting twin
parity attestation after the sanctioned output normalization.

See #14122

Co-Authored-By: Claude Code <noreply@anthropic.com>
---
 .../Planners-6-Domains-Csharp.ipynb           | 585 +++++-------------
 ...006-2026-09-12-myia-po-2025-CoursIA-2.yaml |  17 +
 2 files changed, 158 insertions(+), 444 deletions(-)
 create mode 100644 scripts/notebook_tools/twin_pairs.d/planners-6-domains/0006-2026-09-12-myia-po-2025-CoursIA-2.yaml

diff --git a/MyIA.AI.Notebooks/SymbolicAI/Planners/02-Classical/Planners-6-Domains-Csharp.ipynb b/MyIA.AI.Notebooks/SymbolicAI/Planners/02-Classical/Planners-6-Domains-Csharp.ipynb
index 3fa6407a8a..4b0adfc0b6 100644
--- a/MyIA.AI.Notebooks/SymbolicAI/Planners/02-Classical/Planners-6-Domains-Csharp.ipynb
+++ b/MyIA.AI.Notebooks/SymbolicAI/Planners/02-Classical/Planners-6-Domains-Csharp.ipynb
@@ -64,148 +64,20 @@
    },
    "outputs": [
     {
+     "output_type": "display_data",
      "data": {
-      "text/html": [
-       "\r\n",
-       "<div>\r\n",
-       "    <div id='dotnet-interactive-this-cell-61656.Microsoft.DotNet.Interactive.Http.HttpPort' style='display: none'>\r\n",
-       "        The below script needs to be able to find the current output cell; this is an easy method to get it.\r\n",
-       "    </div>\r\n",
-       "    <script type='text/javascript'>\r\n",
-       
-       "    function timeout(ms, promise) {\r\n",
-       "        return new Promise(function (resolve, reject) {\r\n",
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-       "                reject(new Error('timeout'))\r\n",
-       "            }, ms)\r\n",
-       "            promise.then(resolve, reject)\r\n",
-       "        })\r\n",
-       "    }\r\n",
-       "\r\n",
-       
-       
-       "\r\n",
-       
-       "\r\n",
-       "            if (!rootUrl.endsWith('/')) {\r\n",
-       "                rootUrl = `${rootUrl}/`;\r\n",
-       "            }\r\n",
-       "\r\n",
-       "            try {\r\n",
-       "                let response = await timeout(1000, fetch(`${rootUrl}discovery`, {\r\n",
-       "                    method: 'POST',\r\n",
-       "                    cache: 'no-cache',\r\n",
-       "                    mode: 'cors',\r\n",
-       "                    timeout: 1000,\r\n",
-       "                    headers: {\r\n",
-       "                        'Content-Type': 'text/plain'\r\n",
-       "                    },\r\n",
-       
-       "                }));\r\n",
-       "\r\n",
-       "                if (response.status == 200) {\r\n",
-       "                    return rootUrl;\r\n",
-       "                }\r\n",
-       "            }\r\n",
-       "            catch (e) { }\r\n",
-       "        }\r\n",
-       "    }\r\n",
-       "}\r\n",
-       "\r\n",
-       
-       
-       "        .then((root) => {\r\n",
-       "        // use probing to find host url and api resources\r\n",
-       "        // load interactive helpers and language services\r\n",
-       "        let dotnetInteractiveRequire = require.config({\r\n",
-       "        context: '61656.Microsoft.DotNet.Interactive.Http.HttpPort',\r\n",
-       "                paths:\r\n",
-       "            {\r\n",
-       "                'dotnet-interactive': `${root}resources`\r\n",
-       "                }\r\n",
-       "        }) || require;\r\n",
-       "\r\n",
-       "            window.dotnetInteractiveRequire = dotnetInteractiveRequire;\r\n",
-       "\r\n",
-       "            window.configureRequireFromExtension = function(extensionName, extensionCacheBuster) {\r\n",
-       "                let paths = {};\r\n",
-       "                paths[extensionName] = `${root}extensions/${extensionName}/resources/`;\r\n",
-       "                \r\n",
-       "                let internalRequire = require.config({\r\n",
-       "                    context: extensionCacheBuster,\r\n",
-       "                    paths: paths,\r\n",
-       "                    urlArgs: `cacheBuster=${extensionCacheBuster}`\r\n",
-       "                    }) || require;\r\n",
-       "\r\n",
-       "                return internalRequire\r\n",
-       "            };\r\n",
-       "        \r\n",
-       "            dotnetInteractiveRequire([\r\n",
-       "                    'dotnet-interactive/dotnet-interactive'\r\n",
-       "                ],\r\n",
-       "                function (dotnet) {\r\n",
-       "                    dotnet.init(window);\r\n",
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-       "                    console.log(error);\r\n",
-       "                }\r\n",
-       "            );\r\n",
-       "        })\r\n",
-       "        .catch(error => {console.log(error);});\r\n",
-       "    }\r\n",
-       "\r\n",
-       "// ensure `require` is available globally\r\n",
-       "if ((typeof(require) !==  typeof(Function)) || (typeof(require.config) !== typeof(Function))) {\r\n",
-       "    let require_script = document.createElement('script');\r\n",
-       "    require_script.setAttribute('src', 'https://cdnjs.cloudflare.com/ajax/libs/require.js/2.3.6/require.min.js');\r\n",
-       "    require_script.setAttribute('type', 'text/javascript');\r\n",
-       "    \r\n",
-       "    \r\n",
-       "    require_script.onload = function() {\r\n",
-       
-       "    };\r\n",
-       "\r\n",
-       "    document.getElementsByTagName('head')[0].appendChild(require_script);\r\n",
-       "}\r\n",
-       "else {\r\n",
-       
-       "}\r\n",
-       "\r\n",
-       "    </script>\r\n",
-       "</div>"
-      ]
+      "text/html": ""
      },
-     "metadata": {},
-     "output_type": "display_data"
+     "metadata": {}
     },
     {
-     "name": "stdout",
      "output_type": "stream",
-     "text": [
-      "Modèle STRIPS chargé : Atom, Action (pre/add/del), State (immuable).\r\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "\r\n",
-      "(14,39): warning CS8632: L'annotation pour les types référence Nullable doit être utilisée uniquement dans le code au sein d'un contexte d'annotations '#nullable'.\r\n",
-      "\r\n",
-      "(28,51): warning CS8632: L'annotation pour les types référence Nullable doit être utilisée uniquement dans le code au sein d'un contexte d'annotations '#nullable'.\r\n",
-      "\r\n",
-      "(29,38): warning CS8632: L'annotation pour les types référence Nullable doit être utilisée uniquement dans le code au sein d'un contexte d'annotations '#nullable'.\r\n",
-      "\r\n",
-      "(29,71): warning CS8632: L'annotation pour les types référence Nullable doit être utilisée uniquement dans le code au sein d'un contexte d'annotations '#nullable'.\r\n",
-      "\r\n",
-      "(59,29): warning CS8632: L'annotation pour les types référence Nullable doit être utilisée uniquement dans le code au sein d'un contexte d'annotations '#nullable'.\r\n",
-      "\r\n",
-      "(61,39): warning CS8632: L'annotation pour les types référence Nullable doit être utilisée uniquement dans le code au sein d'un contexte d'annotations '#nullable'.\r\n",
-      "\r\n"
-     ]
+     "name": "stdout",
+     "text": "Modèle STRIPS chargé : Atom, Action (pre/add/del), State (immuable).\r\n"
     }
    ],
    "source": [
+    "#nullable enable\n",
     "\n",
     "// Modèle STRIPS from-scratch (BCL .NET 9, 0 NuGet)\n",
     "using System;\n",
@@ -306,11 +178,9 @@
    },
    "outputs": [
     {
-     "name": "stdout",
      "output_type": "stream",
-     "text": [
-      "Planificateur BFS chargé : StripsPlanner.Solve (forward search + anti-cycle).\r\n"
-     ]
+     "name": "stdout",
+     "text": "Planificateur BFS chargé : StripsPlanner.Solve (forward search + anti-cycle).\r\n"
     }
    ],
    "source": [
@@ -417,82 +287,59 @@
    },
    "outputs": [
     {
-     "name": "stdout",
      "output_type": "stream",
-     "text": [
-      "Problème 'blocks-tower' : construire la tour c <- b <- a\r\n"
-     ]
+     "name": "stdout",
+     "text": "Problème 'blocks-tower' : construire la tour c <- b <- a\r\n"
     },
     {
-     "name": "stdout",
      "output_type": "stream",
-     "text": [
-      "État initial : a, b, c sur la table\n",
-      "\r\n"
-     ]
+     "name": "stdout",
+     "text": "État initial : a, b, c sur la table\n\r\n"
     },
     {
-     "name": "stdout",
      "output_type": "stream",
-     "text": [
-      "Solution trouvée ! Longueur du plan : 4 action(s)\r\n"
-     ]
+     "name": "stdout",
+     "text": "Solution trouvée ! Longueur du plan : 4 action(s)\r\n"
     },
     {
-     "name": "stdout",
      "output_type": "stream",
-     "text": [
-      "==================================================\r\n"
-     ]
+     "name": "stdout",
+     "text": "==================================================\r\n"
     },
     {
-     "name": "stdout",
      "output_type": "stream",
-     "text": [
-      "  1. pick-up(b)\r\n"
-     ]
+     "name": "stdout",
+     "text": "  1. pick-up(b)\r\n"
     },
     {
-     "name": "stdout",
      "output_type": "stream",
-     "text": [
-      "  2. stack(b,c)\r\n"
-     ]
+     "name": "stdout",
+     "text": "  2. stack(b,c)\r\n"
     },
     {
-     "name": "stdout",
      "output_type": "stream",
-     "text": [
-      "  3. pick-up(a)\r\n"
-     ]
+     "name": "stdout",
+     "text": "  3. pick-up(a)\r\n"
     },
     {
-     "name": "stdout",
      "output_type": "stream",
-     "text": [
-      "  4. stack(a,b)\r\n"
-     ]
+     "name": "stdout",
+     "text": "  4. stack(a,b)\r\n"
     },
     {
-     "name": "stdout",
      "output_type": "stream",
-     "text": [
-      "==================================================\r\n"
-     ]
+     "name": "stdout",
+     "text": "==================================================\r\n"
     },
     {
-     "name": "stdout",
      "output_type": "stream",
-     "text": [
-      "Nœuds explorés (expanded) : 20\r\n"
-     ]
+     "name": "stdout",
+     "text": "Nœuds explorés (expanded) : 20\r\n"
     },
     {
-     "name": "stdout",
      "output_type": "stream",
-     "text": [
-      "Nœuds générés (generated) : 21\r\n"
-     ]
+     "name": "stdout",
+     "text": "Nœuds générés (generated) : 21\r\n"
     }
    ],
    "source": [
@@ -583,103 +430,74 @@
    },
    "outputs": [
     {
-     "name": "stdout",
      "output_type": "stream",
-     "text": [
-      "Problème 'blocks-reverse' : inverser deux tours (4 blocs)\n",
-      "\r\n"
-     ]
+     "name": "stdout",
+     "text": "Problème 'blocks-reverse' : inverser deux tours (4 blocs)\n\r\n"
     },
     {
-     "name": "stdout",
      "output_type": "stream",
-     "text": [
-      "Solution trouvée ! Longueur du plan : 8 action(s)\r\n"
-     ]
+     "name": "stdout",
+     "text": "Solution trouvée ! Longueur du plan : 8 action(s)\r\n"
     },
     {
-     "name": "stdout",
      "output_type": "stream",
-     "text": [
-      "==================================================\r\n"
-     ]
+     "name": "stdout",
+     "text": "==================================================\r\n"
     },
     {
-     "name": "stdout",
      "output_type": "stream",
-     "text": [
-      "  1. unstack(b,a)\r\n"
-     ]
+     "name": "stdout",
+     "text": "  1. unstack(b,a)\r\n"
     },
     {
-     "name": "stdout",
      "output_type": "stream",
-     "text": [
-      "  2. put-down(b)\r\n"
-     ]
+     "name": "stdout",
+     "text": "  2. put-down(b)\r\n"
     },
     {
-     "name": "stdout",
      "output_type": "stream",
-     "text": [
-      "  3. pick-up(a)\r\n"
-     ]
+     "name": "stdout",
+     "text": "  3. pick-up(a)\r\n"
     },
     {
-     "name": "stdout",
      "output_type": "stream",
-     "text": [
-      "  4. stack(a,b)\r\n"
-     ]
+     "name": "stdout",
+     "text": "  4. stack(a,b)\r\n"
     },
     {
-     "name": "stdout",
      "output_type": "stream",
-     "text": [
-      "  5. unstack(d,c)\r\n"
-     ]
+     "name": "stdout",
+     "text": "  5. unstack(d,c)\r\n"
     },
     {
-     "name": "stdout",
      "output_type": "stream",
-     "text": [
-      "  6. put-down(d)\r\n"
-     ]
+     "name": "stdout",
+     "text": "  6. put-down(d)\r\n"
     },
     {
-     "name": "stdout",
      "output_type": "stream",
-     "text": [
-      "  7. pick-up(c)\r\n"
-     ]
+     "name": "stdout",
+     "text": "  7. pick-up(c)\r\n"
     },
     {
-     "name": "stdout",
      "output_type": "stream",
-     "text": [
-      "  8. stack(c,d)\r\n"
-     ]
+     "name": "stdout",
+     "text": "  8. stack(c,d)\r\n"
     },
     {
-     "name": "stdout",
      "output_type": "stream",
-     "text": [
-      "==================================================\r\n"
-     ]
+     "name": "stdout",
+     "text": "==================================================\r\n"
     },
     {
-     "name": "stdout",
      "output_type": "stream",
-     "text": [
-      "Nœuds explorés (expanded) : 85\r\n"
-     ]
+     "name": "stdout",
+     "text": "Nœuds explorés (expanded) : 85\r\n"
     },
     {
-     "name": "stdout",
      "output_type": "stream",
-     "text": [
-      "Nœuds générés (generated) : 105\r\n"
-     ]
+     "name": "stdout",
+     "text": "Nœuds générés (generated) : 105\r\n"
     }
    ],
    "source": [
@@ -764,104 +582,74 @@
    },
    "outputs": [
     {
-     "name": "stdout",
      "output_type": "stream",
-     "text": [
-      "Tours de Hanoï : 3 disques de p1 vers p3\n",
-      "\r\n"
-     ]
+     "name": "stdout",
+     "text": "Tours de Hanoï : 3 disques de p1 vers p3\n\r\n"
     },
     {
-     "name": "stdout",
      "output_type": "stream",
-     "text": [
-      "Solution trouvée ! Longueur du plan : 7 action(s)\r\n"
-     ]
+     "name": "stdout",
+     "text": "Solution trouvée ! Longueur du plan : 7 action(s)\r\n"
     },
     {
-     "name": "stdout",
      "output_type": "stream",
-     "text": [
-      "==================================================\r\n"
-     ]
+     "name": "stdout",
+     "text": "==================================================\r\n"
     },
     {
-     "name": "stdout",
      "output_type": "stream",
-     "text": [
-      "  1. move(d1,d2->p3)\r\n"
-     ]
+     "name": "stdout",
+     "text": "  1. move(d1,d2->p3)\r\n"
     },
     {
-     "name": "stdout",
      "output_type": "stream",
-     "text": [
-      "  2. move(d2,d3->p2)\r\n"
-     ]
+     "name": "stdout",
+     "text": "  2. move(d2,d3->p2)\r\n"
     },
     {
-     "name": "stdout",
      "output_type": "stream",
-     "text": [
-      "  3. move(d1,p3->d2)\r\n"
-     ]
+     "name": "stdout",
+     "text": "  3. move(d1,p3->d2)\r\n"
     },
     {
-     "name": "stdout",
      "output_type": "stream",
-     "text": [
-      "  4. move(d3,p1->p3)\r\n"
-     ]
+     "name": "stdout",
+     "text": "  4. move(d3,p1->p3)\r\n"
     },
     {
-     "name": "stdout",
      "output_type": "stream",
-     "text": [
-      "  5. move(d1,d2->p1)\r\n"
-     ]
+     "name": "stdout",
+     "text": "  5. move(d1,d2->p1)\r\n"
     },
     {
-     "name": "stdout",
      "output_type": "stream",
-     "text": [
-      "  6. move(d2,p2->d3)\r\n"
-     ]
+     "name": "stdout",
+     "text": "  6. move(d2,p2->d3)\r\n"
     },
     {
-     "name": "stdout",
      "output_type": "stream",
-     "text": [
-      "  7. move(d1,p1->d2)\r\n"
-     ]
+     "name": "stdout",
+     "text": "  7. move(d1,p1->d2)\r\n"
     },
     {
-     "name": "stdout",
      "output_type": "stream",
-     "text": [
-      "==================================================\r\n"
-     ]
+     "name": "stdout",
+     "text": "==================================================\r\n"
     },
     {
-     "name": "stdout",
      "output_type": "stream",
-     "text": [
-      "Nœuds explorés (expanded) : 25\r\n"
-     ]
+     "name": "stdout",
+     "text": "Nœuds explorés (expanded) : 25\r\n"
     },
     {
-     "name": "stdout",
      "output_type": "stream",
-     "text": [
-      "Nœuds générés (generated) : 26\r\n"
-     ]
+     "name": "stdout",
+     "text": "Nœuds générés (generated) : 26\r\n"
     },
     {
-     "name": "stdout",
      "output_type": "stream",
-     "text": [
-      "\n",
-      "Théorie : 2^3 - 1 = 7 coups optimaux attendus.\r\n"
-     ]
+     "name": "stdout",
+     "text": "\nThéorie : 2^3 - 1 = 7 coups optimaux attendus.\r\n"
     }
    ],
    "source": [
@@ -940,82 +728,59 @@
    },
    "outputs": [
     {
-     "name": "stdout",
      "output_type": "stream",
-     "text": [
-      "Gripper : transporter 2 balles de roomA vers roomB (2 pinces)\n",
-      "\r\n"
-     ]
+     "name": "stdout",
+     "text": "Gripper : transporter 2 balles de roomA vers roomB (2 pinces)\n\r\n"
     },
     {
-     "name": "stdout",
      "output_type": "stream",
-     "text": [
-      "Solution trouvée ! Longueur du plan : 5 action(s)\r\n"
-     ]
+     "name": "stdout",
+     "text": "Solution trouvée ! Longueur du plan : 5 action(s)\r\n"
     },
     {
-     "name": "stdout",
      "output_type": "stream",
-     "text": [
-      "==================================================\r\n"
-     ]
+     "name": "stdout",
+     "text": "==================================================\r\n"
     },
     {
-     "name": "stdout",
      "output_type": "stream",
-     "text": [
-      "  1. pick(b1,roomA,g1)\r\n"
-     ]
+     "name": "stdout",
+     "text": "  1. pick(b1,roomA,g1)\r\n"
     },
     {
-     "name": "stdout",
      "output_type": "stream",
-     "text": [
-      "  2. pick(b2,roomA,g2)\r\n"
-     ]
+     "name": "stdout",
+     "text": "  2. pick(b2,roomA,g2)\r\n"
     },
     {
-     "name": "stdout",
      "output_type": "stream",
-     "text": [
-      "  3. move(roomA->roomB)\r\n"
-     ]
+     "name": "stdout",
+     "text": "  3. move(roomA->roomB)\r\n"
     },
     {
-     "name": "stdout",
      "output_type": "stream",
-     "text": [
-      "  4. drop(b1,roomB,g1)\r\n"
-     ]
+     "name": "stdout",
+     "text": "  4. drop(b1,roomB,g1)\r\n"
     },
     {
-     "name": "stdout",
      "output_type": "stream",
-     "text": [
-      "  5. drop(b2,roomB,g2)\r\n"
-     ]
+     "name": "stdout",
+     "text": "  5. drop(b2,roomB,g2)\r\n"
     },
     {
-     "name": "stdout",
      "output_type": "stream",
-     "text": [
-      "==================================================\r\n"
-     ]
+     "name": "stdout",
+     "text": "==================================================\r\n"
     },
     {
-     "name": "stdout",
      "output_type": "stream",
-     "text": [
-      "Nœuds explorés (expanded) : 25\r\n"
-     ]
+     "name": "stdout",
+     "text": "Nœuds explorés (expanded) : 25\r\n"
     },
     {
-     "name": "stdout",
      "output_type": "stream",
-     "text": [
-      "Nœuds générés (generated) : 26\r\n"
-     ]
+     "name": "stdout",
+     "text": "Nœuds générés (generated) : 26\r\n"
     }
    ],
    "source": [
@@ -1097,67 +862,49 @@
    },
    "outputs": [
     {
-     "name": "stdout",
      "output_type": "stream",
-     "text": [
-      "Domaine                            Plan   Nœuds explorés     Statut\r\n"
-     ]
+     "name": "stdout",
+     "text": "Domaine                            Plan   Nœuds explorés     Statut\r\n"
     },
     {
-     "name": "stdout",
      "output_type": "stream",
-     "text": [
-      "------------------------------------------------------------------\r\n"
-     ]
+     "name": "stdout",
+     "text": "------------------------------------------------------------------\r\n"
     },
     {
-     "name": "stdout",
      "output_type": "stream",
-     "text": [
-      "Block World (tour 3 blocs)            4               20     RÉSOLU\r\n"
-     ]
+     "name": "stdout",
+     "text": "Block World (tour 3 blocs)            4               20     RÉSOLU\r\n"
     },
     {
-     "name": "stdout",
      "output_type": "stream",
-     "text": [
-      "Block World (reverse, 4 blocs)        8               85     RÉSOLU\r\n"
-     ]
+     "name": "stdout",
+     "text": "Block World (reverse, 4 blocs)        8               85     RÉSOLU\r\n"
     },
     {
-     "name": "stdout",
      "output_type": "stream",
-     "text": [
-      "Tours de Hanoï (3 disques)            7               25     RÉSOLU\r\n"
-     ]
+     "name": "stdout",
+     "text": "Tours de Hanoï (3 disques)            7               25     RÉSOLU\r\n"
     },
     {
-     "name": "stdout",
      "output_type": "stream",
-     "text": [
-      "Gripper (2 balles, 2 pinces)          5               25     RÉSOLU\r\n"
-     ]
+     "name": "stdout",
+     "text": "Gripper (2 balles, 2 pinces)          5               25     RÉSOLU\r\n"
     },
     {
-     "name": "stdout",
      "output_type": "stream",
-     "text": [
-      "\r\n"
-     ]
+     "name": "stdout",
+     "text": "\r\n"
     },
     {
-     "name": "stdout",
      "output_type": "stream",
-     "text": [
-      "Lecture : le plan est optimal (BFS), mais 'Nœuds explorés' croît\r\n"
-     ]
+     "name": "stdout",
+     "text": "Lecture : le plan est optimal (BFS), mais 'Nœuds explorés' croît\r\n"
     },
     {
-     "name": "stdout",
      "output_type": "stream",
-     "text": [
-      "exponentiellement avec la taille du domaine — d'où les heuristiques de pyperplan.\r\n"
-     ]
+     "name": "stdout",
+     "text": "exponentiellement avec la taille du domaine — d'où les heuristiques de pyperplan.\r\n"
     }
    ],
    "source": [
@@ -1233,68 +980,24 @@
    },
    "outputs": [
     {
-     "name": "stdout",
      "output_type": "stream",
-     "text": [
-      "--- Block World tour (c←b←a) (Fast Downward 24.06.1, astar(lmcut())) ---\r\n",
-      "returncode=0 | Coût du plan : 4 | États expansés : 6\r\n",
-      "  pick-up b\r\n",
-      "  stack b c\r\n",
-      "  pick-up a\r\n",
-      "  stack a b\r\n",
-      "Parité from-scratch : BFS trouvait 4 actions → FD coût 4 = PARITÉ CONFIRMÉE\r\n",
-      "\r\n"
-     ]
+     "name": "stdout",
+     "text": "--- Block World tour (c←b←a) (Fast Downward 24.06.1, astar(lmcut())) ---\r\nreturncode=0 | Coût du plan : 4 | États expansés : 6\r\n  pick-up b\r\n  stack b c\r\n  pick-up a\r\n  stack a b\r\nParité from-scratch : BFS trouvait 4 actions → FD coût 4 = PARITÉ CONFIRMÉE\r\n\r\n"
     },
     {
-     "name": "stdout",
      "output_type": "stream",
-     "text": [
-      "--- Block World reverse (4 blocs) (Fast Downward 24.06.1, astar(lmcut())) ---\r\n",
-      "returncode=0 | Coût du plan : 8 | États expansés : 9\r\n",
-      "  unstack b a\r\n",
-      "  put-down b\r\n",
-      "  pick-up a\r\n",
-      "  stack a b\r\n",
-      "  unstack d c\r\n",
-      "  put-down d\r\n",
-      "  pick-up c\r\n",
-      "  stack c d\r\n",
-      "Parité from-scratch : BFS trouvait 8 actions → FD coût 8 = PARITÉ CONFIRMÉE\r\n",
-      "\r\n"
-     ]
+     "name": "stdout",
+     "text": "--- Block World reverse (4 blocs) (Fast Downward 24.06.1, astar(lmcut())) ---\r\nreturncode=0 | Coût du plan : 8 | États expansés : 9\r\n  unstack b a\r\n  put-down b\r\n  pick-up a\r\n  stack a b\r\n  unstack d c\r\n  put-down d\r\n  pick-up c\r\n  stack c d\r\nParité from-scratch : BFS trouvait 8 actions → FD coût 8 = PARITÉ CONFIRMÉE\r\n\r\n"
     },
     {
-     "name": "stdout",
      "output_type": "stream",
-     "text": [
-      "--- Tours de Hanoï (3 disques) (Fast Downward 24.06.1, astar(lmcut())) ---\r\n",
-      "returncode=0 | Coût du plan : 7 | États expansés : 14\r\n",
-      "  move d1 d2 p3\r\n",
-      "  move d2 d3 p2\r\n",
-      "  move d1 p3 d2\r\n",
-      "  move d3 p1 p3\r\n",
-      "  move d1 d2 p1\r\n",
-      "  move d2 p2 d3\r\n",
-      "  move d1 p1 d2\r\n",
-      "Parité from-scratch : BFS trouvait 7 actions → FD coût 7 = PARITÉ CONFIRMÉE\r\n",
-      "\r\n"
-     ]
+     "name": "stdout",
+     "text": "--- Tours de Hanoï (3 disques) (Fast Downward 24.06.1, astar(lmcut())) ---\r\nreturncode=0 | Coût du plan : 7 | États expansés : 14\r\n  move d1 d2 p3\r\n  move d2 d3 p2\r\n  move d1 p3 d2\r\n  move d3 p1 p3\r\n  move d1 d2 p1\r\n  move d2 p2 d3\r\n  move d1 p1 d2\r\nParité from-scratch : BFS trouvait 7 actions → FD coût 7 = PARITÉ CONFIRMÉE\r\n\r\n"
     },
     {
-     "name": "stdout",
      "output_type": "stream",
-     "text": [
-      "--- Gripper (2 balles, 2 pinces) (Fast Downward 24.06.1, astar(lmcut())) ---\r\n",
-      "returncode=0 | Coût du plan : 5 | États expansés : 8\r\n",
-      "  pick b1 rooma g1\r\n",
-      "  pick b2 rooma g2\r\n",
-      "  move rooma roomb\r\n",
-      "  drop b1 roomb g1\r\n",
-      "  drop b2 roomb g2\r\n",
-      "Parité from-scratch : BFS trouvait 5 actions → FD coût 5 = PARITÉ CONFIRMÉE\r\n",
-      "\r\n"
-     ]
+     "name": "stdout",
+     "text": "--- Gripper (2 balles, 2 pinces) (Fast Downward 24.06.1, astar(lmcut())) ---\r\nreturncode=0 | Coût du plan : 5 | États expansés : 8\r\n  pick b1 rooma g1\r\n  pick b2 rooma g2\r\n  move rooma roomb\r\n  drop b1 roomb g1\r\n  drop b2 roomb g2\r\nParité from-scratch : BFS trouvait 5 actions → FD coût 5 = PARITÉ CONFIRMÉE\r\n\r\n"
     }
    ],
    "source": [
@@ -1467,11 +1170,9 @@
    },
    "outputs": [
     {
-     "name": "stdout",
      "output_type": "stream",
-     "text": [
-      "Exercice 1 (Tirelire) — à compléter par l'étudiant.\r\n"
-     ]
+     "name": "stdout",
+     "text": "Exercice 1 (Tirelire) — à compléter par l'étudiant.\r\n"
     }
    ],
    "source": [
@@ -1508,11 +1209,9 @@
    },
    "outputs": [
     {
-     "name": "stdout",
      "output_type": "stream",
-     "text": [
-      "Exercice 2 (Hanoï 4 disques) — à compléter par l'étudiant.\r\n"
-     ]
+     "name": "stdout",
+     "text": "Exercice 2 (Hanoï 4 disques) — à compléter par l'étudiant.\r\n"
     }
    ],
    "source": [
@@ -1543,11 +1242,9 @@
    },
    "outputs": [
     {
-     "name": "stdout",
      "output_type": "stream",
-     "text": [
-      "Exercice 3 (A* avec heuristique naïve) — à compléter par l'étudiant.\r\n"
-     ]
+     "name": "stdout",
+     "text": "Exercice 3 (A* avec heuristique naïve) — à compléter par l'étudiant.\r\n"
     }
    ],
    "source": [
@@ -1634,4 +1331,4 @@
  },
  "nbformat": 4,
  "nbformat_minor": 5
-}
+}
\ No newline at end of file
diff --git a/scripts/notebook_tools/twin_pairs.d/planners-6-domains/0006-2026-09-12-myia-po-2025-CoursIA-2.yaml b/scripts/notebook_tools/twin_pairs.d/planners-6-domains/0006-2026-09-12-myia-po-2025-CoursIA-2.yaml
new file mode 100644
index 0000000000..39fe7b67ad
--- /dev/null
+++ b/scripts/notebook_tools/twin_pairs.d/planners-6-domains/0006-2026-09-12-myia-po-2025-CoursIA-2.yaml
@@ -0,0 +1,17 @@
+date: '2026-09-12'
+by: myia-po-2025:CoursIA-2
+python_sha: fae03adf2174f9ef984282a16c5e43d3dfc9891c
+csharp_sha: 4b0adfc0b62bd7ddb32a7439088432e5e3cf1cfd
+content_python_sha: 9f6748889b17f6fe1e239d6ff0ec3bce2e02d0c9b5febd06d1e2524ecf491355
+content_csharp_sha: febbe8cbaa7a5772e8254660c67a489a2a3401dc0db450e34b234fb02c970131
+reason: >-
+  Re-attestation cote C# uniquement (EPIC #14122 T7, purge warnings) : ajout de
+  '#nullable enable' en tete de la cellule 2 (modele STRIPS) -- seule cellule
+  source modifiee, les 6 annotations nullable existantes (object?,
+  IEnumerable<string>? x3, State?) etant intentionnelles mais sans directive de
+  contexte (defaut disabled en notebook). Re-execution integrale .net-csharp
+  11/11, 0 erreur : warnings CS8632 6 -> 0, stdout pedagogiques byte-identiques
+  sur les 11 cellules (plans BFS, compteurs de noeuds, resultats Fast Downward
+  identiques). Axe de parite intact (domaines modelises, BFS from-scratch, pont
+  FD Docker) ; jumeau Python byte-identique. probeAddresses banner strippe
+  (normalisation outillee) avant commit.