diff --git a/website/package-lock.json b/website/package-lock.json
index 27268203..1b6a34cc 100644
--- a/website/package-lock.json
+++ b/website/package-lock.json
@@ -28,7 +28,7 @@
                 "eslint": "^8.35.0",
                 "eslint-plugin-react": "^7.32.2",
                 "eslint-plugin-react-hooks": "^5.0.0",
-                "markdownlint": "^0.36.0",
+                "markdownlint": "^0.37.0",
                 "markdownlint-cli": "^0.43.0",
                 "path-browserify": "^1.0.1",
                 "prettier": "^3.0.0",
@@ -6775,6 +6775,12 @@
                 "@types/node": "*"
             }
         },
+        "node_modules/@types/katex": {
+            "version": "0.16.7",
+            "resolved": "https://registry.npmjs.org/@types/katex/-/katex-0.16.7.tgz",
+            "integrity": "sha512-HMwFiRujE5PjrgwHQ25+bsLJgowjGjm5Z8FVSf0N6PwgJrwxH0QxzHYDcKsTfV3wva0vzrpqMTJS2jXPr5BMEQ==",
+            "dev": true
+        },
         "node_modules/@types/mdast": {
             "version": "4.0.4",
             "resolved": "https://registry.npmjs.org/@types/mdast/-/mdast-4.0.4.tgz",
@@ -13460,6 +13466,31 @@
                 "node": ">=4.0"
             }
         },
+        "node_modules/katex": {
+            "version": "0.16.14",
+            "resolved": "https://registry.npmjs.org/katex/-/katex-0.16.14.tgz",
+            "integrity": "sha512-tnUUAL/S+f/w8KrRpCFcCW/msuIlBkOmVnTmvdEK6WCkx6uDPRj3d9SBAP+qB5x0MCeOyUbdbIMtT5cUJD8aRw==",
+            "dev": true,
+            "funding": [
+                "https://opencollective.com/katex",
+                "https://github.com/sponsors/katex"
+            ],
+            "dependencies": {
+                "commander": "^8.3.0"
+            },
+            "bin": {
+                "katex": "cli.js"
+            }
+        },
+        "node_modules/katex/node_modules/commander": {
+            "version": "8.3.0",
+            "resolved": "https://registry.npmjs.org/commander/-/commander-8.3.0.tgz",
+            "integrity": "sha512-OkTL9umf+He2DZkUq8f8J9of7yL6RJKI24dVITBmNfZBmri9zYZQrKkuXiKhyfPSu8tUhnVBB1iKXevvnlR4Ww==",
+            "dev": true,
+            "engines": {
+                "node": ">= 12"
+            }
+        },
         "node_modules/keyv": {
             "version": "4.5.4",
             "resolved": "https://registry.npmjs.org/keyv/-/keyv-4.5.4.tgz",
@@ -13733,13 +13764,19 @@
             }
         },
         "node_modules/markdownlint": {
-            "version": "0.36.1",
-            "resolved": "https://registry.npmjs.org/markdownlint/-/markdownlint-0.36.1.tgz",
-            "integrity": "sha512-s73fU2CQN7WCgjhaQUQ8wYESQNzGRNOKDd+3xgVqu8kuTEhmwepd/mxOv1LR2oV046ONrTLBFsM7IoKWNvmy5g==",
+            "version": "0.37.0",
+            "resolved": "https://registry.npmjs.org/markdownlint/-/markdownlint-0.37.0.tgz",
+            "integrity": "sha512-kdw5PG3dQFkExmUdcNc7dVTxrQU+lBx2+HuNrfa/gaRHzHExQNGdTTtvz0YtpFabKijbs5a3rVlLY75x/6VB7A==",
             "dev": true,
             "dependencies": {
                 "markdown-it": "14.1.0",
-                "markdownlint-micromark": "0.1.12"
+                "micromark": "4.0.1",
+                "micromark-extension-directive": "3.0.2",
+                "micromark-extension-gfm-autolink-literal": "2.1.0",
+                "micromark-extension-gfm-footnote": "2.1.0",
+                "micromark-extension-gfm-table": "2.1.0",
+                "micromark-extension-math": "3.1.0",
+                "micromark-util-types": "2.0.1"
             },
             "engines": {
                 "node": ">=18"
@@ -13790,6 +13827,22 @@
                 "node": ">= 4"
             }
         },
+        "node_modules/markdownlint-cli/node_modules/markdownlint": {
+            "version": "0.36.1",
+            "resolved": "https://registry.npmjs.org/markdownlint/-/markdownlint-0.36.1.tgz",
+            "integrity": "sha512-s73fU2CQN7WCgjhaQUQ8wYESQNzGRNOKDd+3xgVqu8kuTEhmwepd/mxOv1LR2oV046ONrTLBFsM7IoKWNvmy5g==",
+            "dev": true,
+            "dependencies": {
+                "markdown-it": "14.1.0",
+                "markdownlint-micromark": "0.1.12"
+            },
+            "engines": {
+                "node": ">=18"
+            },
+            "funding": {
+                "url": "https://github.com/sponsors/DavidAnson"
+            }
+        },
         "node_modules/markdownlint-cli/node_modules/minimatch": {
             "version": "10.0.1",
             "resolved": "https://registry.npmjs.org/minimatch/-/minimatch-10.0.1.tgz",
@@ -14849,6 +14902,81 @@
                 }
             ]
         },
+        "node_modules/micromark-extension-math": {
+            "version": "3.1.0",
+            "resolved": "https://registry.npmjs.org/micromark-extension-math/-/micromark-extension-math-3.1.0.tgz",
+            "integrity": "sha512-lvEqd+fHjATVs+2v/8kg9i5Q0AP2k85H0WUOwpIVvUML8BapsMvh1XAogmQjOCsLpoKRCVQqEkQBB3NhVBcsOg==",
+            "dev": true,
+            "dependencies": {
+                "@types/katex": "^0.16.0",
+                "devlop": "^1.0.0",
+                "katex": "^0.16.0",
+                "micromark-factory-space": "^2.0.0",
+                "micromark-util-character": "^2.0.0",
+                "micromark-util-symbol": "^2.0.0",
+                "micromark-util-types": "^2.0.0"
+            },
+            "funding": {
+                "type": "opencollective",
+                "url": "https://opencollective.com/unified"
+            }
+        },
+        "node_modules/micromark-extension-math/node_modules/micromark-factory-space": {
+            "version": "2.0.1",
+            "resolved": "https://registry.npmjs.org/micromark-factory-space/-/micromark-factory-space-2.0.1.tgz",
+            "integrity": "sha512-zRkxjtBxxLd2Sc0d+fbnEunsTj46SWXgXciZmHq0kDYGnck/ZSGj9/wULTV95uoeYiK5hRXP2mJ98Uo4cq/LQg==",
+            "dev": true,
+            "funding": [
+                {
+                    "type": "GitHub Sponsors",
+                    "url": "https://github.com/sponsors/unifiedjs"
+                },
+                {
+                    "type": "OpenCollective",
+                    "url": "https://opencollective.com/unified"
+                }
+            ],
+            "dependencies": {
+                "micromark-util-character": "^2.0.0",
+                "micromark-util-types": "^2.0.0"
+            }
+        },
+        "node_modules/micromark-extension-math/node_modules/micromark-util-character": {
+            "version": "2.1.1",
+            "resolved": "https://registry.npmjs.org/micromark-util-character/-/micromark-util-character-2.1.1.tgz",
+            "integrity": "sha512-wv8tdUTJ3thSFFFJKtpYKOYiGP2+v96Hvk4Tu8KpCAsTMs6yi+nVmGh1syvSCsaxz45J6Jbw+9DD6g97+NV67Q==",
+            "dev": true,
+            "funding": [
+                {
+                    "type": "GitHub Sponsors",
+                    "url": "https://github.com/sponsors/unifiedjs"
+                },
+                {
+                    "type": "OpenCollective",
+                    "url": "https://opencollective.com/unified"
+                }
+            ],
+            "dependencies": {
+                "micromark-util-symbol": "^2.0.0",
+                "micromark-util-types": "^2.0.0"
+            }
+        },
+        "node_modules/micromark-extension-math/node_modules/micromark-util-symbol": {
+            "version": "2.0.1",
+            "resolved": "https://registry.npmjs.org/micromark-util-symbol/-/micromark-util-symbol-2.0.1.tgz",
+            "integrity": "sha512-vs5t8Apaud9N28kgCrRUdEed4UJ+wWNvicHLPxCa9ENlYuAY31M0ETy5y1vA33YoNPDFTghEbnh6efaE8h4x0Q==",
+            "dev": true,
+            "funding": [
+                {
+                    "type": "GitHub Sponsors",
+                    "url": "https://github.com/sponsors/unifiedjs"
+                },
+                {
+                    "type": "OpenCollective",
+                    "url": "https://opencollective.com/unified"
+                }
+            ]
+        },
         "node_modules/micromark-extension-mdx-expression": {
             "version": "3.0.0",
             "resolved": "https://registry.npmjs.org/micromark-extension-mdx-expression/-/micromark-extension-mdx-expression-3.0.0.tgz",
@@ -26146,6 +26274,12 @@
                 "@types/node": "*"
             }
         },
+        "@types/katex": {
+            "version": "0.16.7",
+            "resolved": "https://registry.npmjs.org/@types/katex/-/katex-0.16.7.tgz",
+            "integrity": "sha512-HMwFiRujE5PjrgwHQ25+bsLJgowjGjm5Z8FVSf0N6PwgJrwxH0QxzHYDcKsTfV3wva0vzrpqMTJS2jXPr5BMEQ==",
+            "dev": true
+        },
         "@types/mdast": {
             "version": "4.0.4",
             "resolved": "https://registry.npmjs.org/@types/mdast/-/mdast-4.0.4.tgz",
@@ -30906,6 +31040,23 @@
                 "object.values": "^1.1.6"
             }
         },
+        "katex": {
+            "version": "0.16.14",
+            "resolved": "https://registry.npmjs.org/katex/-/katex-0.16.14.tgz",
+            "integrity": "sha512-tnUUAL/S+f/w8KrRpCFcCW/msuIlBkOmVnTmvdEK6WCkx6uDPRj3d9SBAP+qB5x0MCeOyUbdbIMtT5cUJD8aRw==",
+            "dev": true,
+            "requires": {
+                "commander": "^8.3.0"
+            },
+            "dependencies": {
+                "commander": {
+                    "version": "8.3.0",
+                    "resolved": "https://registry.npmjs.org/commander/-/commander-8.3.0.tgz",
+                    "integrity": "sha512-OkTL9umf+He2DZkUq8f8J9of7yL6RJKI24dVITBmNfZBmri9zYZQrKkuXiKhyfPSu8tUhnVBB1iKXevvnlR4Ww==",
+                    "dev": true
+                }
+            }
+        },
         "keyv": {
             "version": "4.5.4",
             "resolved": "https://registry.npmjs.org/keyv/-/keyv-4.5.4.tgz",
@@ -31110,13 +31261,19 @@
             "integrity": "sha512-wiYz4+JrLyb/DqW2hkFJxP7Vd7JuTDm77fvbM8VfEQdmSMqcImWeeRbHwZjBjIFki/VaMK2BhFi7oUUZeM5bqw=="
         },
         "markdownlint": {
-            "version": "0.36.1",
-            "resolved": "https://registry.npmjs.org/markdownlint/-/markdownlint-0.36.1.tgz",
-            "integrity": "sha512-s73fU2CQN7WCgjhaQUQ8wYESQNzGRNOKDd+3xgVqu8kuTEhmwepd/mxOv1LR2oV046ONrTLBFsM7IoKWNvmy5g==",
+            "version": "0.37.0",
+            "resolved": "https://registry.npmjs.org/markdownlint/-/markdownlint-0.37.0.tgz",
+            "integrity": "sha512-kdw5PG3dQFkExmUdcNc7dVTxrQU+lBx2+HuNrfa/gaRHzHExQNGdTTtvz0YtpFabKijbs5a3rVlLY75x/6VB7A==",
             "dev": true,
             "requires": {
                 "markdown-it": "14.1.0",
-                "markdownlint-micromark": "0.1.12"
+                "micromark": "4.0.1",
+                "micromark-extension-directive": "3.0.2",
+                "micromark-extension-gfm-autolink-literal": "2.1.0",
+                "micromark-extension-gfm-footnote": "2.1.0",
+                "micromark-extension-gfm-table": "2.1.0",
+                "micromark-extension-math": "3.1.0",
+                "micromark-util-types": "2.0.1"
             }
         },
         "markdownlint-cli": {
@@ -31149,6 +31306,16 @@
                     "integrity": "sha512-InwqeHHN2XpumIkMvpl/DCJVrAHgCsG5+cn1XlnLWGwtZBm8QJfSusItfrwx81CTp5agNZqpKU2J/ccC5nGT4A==",
                     "dev": true
                 },
+                "markdownlint": {
+                    "version": "0.36.1",
+                    "resolved": "https://registry.npmjs.org/markdownlint/-/markdownlint-0.36.1.tgz",
+                    "integrity": "sha512-s73fU2CQN7WCgjhaQUQ8wYESQNzGRNOKDd+3xgVqu8kuTEhmwepd/mxOv1LR2oV046ONrTLBFsM7IoKWNvmy5g==",
+                    "dev": true,
+                    "requires": {
+                        "markdown-it": "14.1.0",
+                        "markdownlint-micromark": "0.1.12"
+                    }
+                },
                 "minimatch": {
                     "version": "10.0.1",
                     "resolved": "https://registry.npmjs.org/minimatch/-/minimatch-10.0.1.tgz",
@@ -31849,6 +32016,49 @@
                 }
             }
         },
+        "micromark-extension-math": {
+            "version": "3.1.0",
+            "resolved": "https://registry.npmjs.org/micromark-extension-math/-/micromark-extension-math-3.1.0.tgz",
+            "integrity": "sha512-lvEqd+fHjATVs+2v/8kg9i5Q0AP2k85H0WUOwpIVvUML8BapsMvh1XAogmQjOCsLpoKRCVQqEkQBB3NhVBcsOg==",
+            "dev": true,
+            "requires": {
+                "@types/katex": "^0.16.0",
+                "devlop": "^1.0.0",
+                "katex": "^0.16.0",
+                "micromark-factory-space": "^2.0.0",
+                "micromark-util-character": "^2.0.0",
+                "micromark-util-symbol": "^2.0.0",
+                "micromark-util-types": "^2.0.0"
+            },
+            "dependencies": {
+                "micromark-factory-space": {
+                    "version": "2.0.1",
+                    "resolved": "https://registry.npmjs.org/micromark-factory-space/-/micromark-factory-space-2.0.1.tgz",
+                    "integrity": "sha512-zRkxjtBxxLd2Sc0d+fbnEunsTj46SWXgXciZmHq0kDYGnck/ZSGj9/wULTV95uoeYiK5hRXP2mJ98Uo4cq/LQg==",
+                    "dev": true,
+                    "requires": {
+                        "micromark-util-character": "^2.0.0",
+                        "micromark-util-types": "^2.0.0"
+                    }
+                },
+                "micromark-util-character": {
+                    "version": "2.1.1",
+                    "resolved": "https://registry.npmjs.org/micromark-util-character/-/micromark-util-character-2.1.1.tgz",
+                    "integrity": "sha512-wv8tdUTJ3thSFFFJKtpYKOYiGP2+v96Hvk4Tu8KpCAsTMs6yi+nVmGh1syvSCsaxz45J6Jbw+9DD6g97+NV67Q==",
+                    "dev": true,
+                    "requires": {
+                        "micromark-util-symbol": "^2.0.0",
+                        "micromark-util-types": "^2.0.0"
+                    }
+                },
+                "micromark-util-symbol": {
+                    "version": "2.0.1",
+                    "resolved": "https://registry.npmjs.org/micromark-util-symbol/-/micromark-util-symbol-2.0.1.tgz",
+                    "integrity": "sha512-vs5t8Apaud9N28kgCrRUdEed4UJ+wWNvicHLPxCa9ENlYuAY31M0ETy5y1vA33YoNPDFTghEbnh6efaE8h4x0Q==",
+                    "dev": true
+                }
+            }
+        },
         "micromark-extension-mdx-expression": {
             "version": "3.0.0",
             "resolved": "https://registry.npmjs.org/micromark-extension-mdx-expression/-/micromark-extension-mdx-expression-3.0.0.tgz",
diff --git a/website/package.json b/website/package.json
index 08e86ea8..faf16df2 100644
--- a/website/package.json
+++ b/website/package.json
@@ -43,7 +43,7 @@
         "eslint": "^8.35.0",
         "eslint-plugin-react": "^7.32.2",
         "eslint-plugin-react-hooks": "^5.0.0",
-        "markdownlint": "^0.36.0",
+        "markdownlint": "^0.37.0",
         "markdownlint-cli": "^0.43.0",
         "path-browserify": "^1.0.1",
         "prettier": "^3.0.0",