{
    "componentChunkName": "component---src-templates-note-note-js",
    "path": "/notes/HRM",
    "result": {"data":{"mdx":{"body":"var _excluded = [\"components\"];\nfunction _extends() { _extends = Object.assign ? Object.assign.bind() : function (target) { for (var i = 1; i < arguments.length; i++) { var source = arguments[i]; for (var key in source) { if (Object.prototype.hasOwnProperty.call(source, key)) { target[key] = source[key]; } } } return target; }; return _extends.apply(this, arguments); }\nfunction _objectWithoutProperties(source, excluded) { if (source == null) return {}; var target = _objectWithoutPropertiesLoose(source, excluded); var key, i; if (Object.getOwnPropertySymbols) { var sourceSymbolKeys = Object.getOwnPropertySymbols(source); for (i = 0; i < sourceSymbolKeys.length; i++) { key = sourceSymbolKeys[i]; if (excluded.indexOf(key) >= 0) continue; if (!Object.prototype.propertyIsEnumerable.call(source, key)) continue; target[key] = source[key]; } } return target; }\nfunction _objectWithoutPropertiesLoose(source, excluded) { if (source == null) return {}; var target = {}; var sourceKeys = Object.keys(source); var key, i; for (i = 0; i < sourceKeys.length; i++) { key = sourceKeys[i]; if (excluded.indexOf(key) >= 0) continue; target[key] = source[key]; } return target; }\n/* @jsxRuntime classic */\n/* @jsx mdx */\n\nvar _frontmatter = {\n  \"aliases\": [\"heirarchical reasoning model\"]\n};\nvar layoutProps = {\n  _frontmatter: _frontmatter\n};\nvar MDXLayout = \"wrapper\";\nreturn function MDXContent(_ref) {\n  var components = _ref.components,\n    props = _objectWithoutProperties(_ref, _excluded);\n  return mdx(MDXLayout, _extends({}, layoutProps, props, {\n    components: components,\n    mdxType: \"MDXLayout\"\n  }), mdx(\"h2\", null, \"Good article about this topic\"), mdx(\"p\", null, mdx(\"a\", {\n    parentName: \"p\",\n    \"href\": \"https://medium.com/@gedanken.thesis/the-loop-is-back-why-hrm-is-the-most-exciting-ai-architecture-in-years-7b8c4414c0b3\"\n  }, \"https://medium.com/@gedanken.thesis/the-loop-is-back-why-hrm-is-the-most-exciting-ai-architecture-in-years-7b8c4414c0b3\")), mdx(\"p\", null, \"\", mdx(\"a\", {\n    parentName: \"p\",\n    \"href\": \"/notes/brain-with-two-clocks\",\n    \"title\": \"brain with two clocks\"\n  }, \"brain with two clocks\"), \"\"), mdx(\"blockquote\", null, mdx(\"p\", {\n    parentName: \"blockquote\"\n  }, \"This temporal separation is what prevents the system from getting stuck on a bad idea.\")), mdx(\"blockquote\", null, mdx(\"p\", {\n    parentName: \"blockquote\"\n  }, \"it provides a revolutionary blueprint for how to assemble the powerful components we already have (Transformer blocks) into something far more capable for deep reasoning\")), mdx(\"blockquote\", null, mdx(\"p\", {\n    parentName: \"blockquote\"\n  }, \"It replaces the lone genius with a focused, two-person company \\u2014 and as we\\u2019ll see, that makes all the difference.\")), mdx(\"blockquote\", null, mdx(\"p\", {\n    parentName: \"blockquote\"\n  }, \"Their collaboration unfolds in a beautifully nested loop of \\u201Cthinking sessions,\\u201D \\u201Cstrategic meetings,\\u201D and \\u201Cwork sprints.\\u201D\")), mdx(\"p\", null, \"\", mdx(\"a\", {\n    parentName: \"p\",\n    \"href\": \"/notes/Adaptive-Computation-Time\",\n    \"title\": \"Adaptive Computation Time\"\n  }, \"Adaptive Computation Time\"), \"\"), mdx(\"blockquote\", null, mdx(\"p\", {\n    parentName: \"blockquote\"\n  }, \"structured, disciplined, and multi-layered conversation between a strategist and an executor, repeated until the puzzle is solved\")), mdx(\"p\", null, \"\", mdx(\"a\", {\n    parentName: \"p\",\n    \"href\": \"/notes/deep-supervision\",\n    \"title\": \"deep supervision\"\n  }, \"deep supervision\"), \"\"), mdx(\"blockquote\", null, mdx(\"p\", {\n    parentName: \"blockquote\"\n  }, \"HRM\\u2019s genius is not in reinventing this engine, but in training two of them for specialized, cooperative roles.\")), mdx(\"blockquote\", null, mdx(\"p\", {\n    parentName: \"blockquote\"\n  }, \"The HRM model says:\\xA0\", mdx(\"strong\", {\n    parentName: \"p\"\n  }, \"\\u201CWe are only going to assign blame for the most recent action.\\u201D\"))), mdx(\"blockquote\", null, mdx(\"p\", {\n    parentName: \"blockquote\"\n  }, \"The consequence of that buried mistake is no longer in the past; it\\u2019s the first item on the current agenda.\")), mdx(\"blockquote\", null, mdx(\"p\", {\n    parentName: \"blockquote\"\n  }, \"This is how HRM learns. It uses an incredibly efficient but myopic gradient, and brilliantly compensates for the myopia by using its deep, recursive loop to force itself to confront the consequences of its past mistakes, session after session, until the logic is perfected.\")), mdx(\"blockquote\", null, mdx(\"p\", {\n    parentName: \"blockquote\"\n  }, \"highly organized, adaptive reasoning engine excels at any task that requires deep, structured thought\")), mdx(\"blockquote\", null, mdx(\"p\", {\n    parentName: \"blockquote\"\n  }, \"It learns the deep structure of a problem with incredible data efficiency\")), mdx(\"blockquote\", null, mdx(\"p\", {\n    parentName: \"blockquote\"\n  }, \"HRM is a pure reasoning engine, designed to unravel this kind of deep, formal logic\")));\n}\n;\nMDXContent.isMDXComponent = true;","inboundReferences":[{"id":"8fb22193-7008-5bef-b04b-f92c0fca26a5","slug":"two-people-company"},{"id":"c0b03832-ddee-5047-855a-7559877b4f12","slug":"avoiding-micromanagement-hell"},{"id":"e960e874-4815-5ae2-bbca-3da45f529f94","slug":"bigger-versus-better"}]}},"pageContext":{"slug":"HRM","node":{"childMdx":{"slug":"HRM"}}}},
    "staticQueryHashes": []}