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  "title": "Learning Methodology — Thurston Facilities",
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                    "plaintext": "Source: [[On Proof and Progress in Mathematics]] — William Thurston (1994), Section 2"
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                        "plaintext": "Understanding is not monolithic — it is a collection of separate mental facilities that work together loosely"
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                        "plaintext": "Facilities listed by Thurston:"
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                          "content": {
                            "$type": "pub.leaflet.blocks.text",
                            "plaintext": "Human language / linguistic"
                          }
                        },
                        {
                          "$type": "pub.leaflet.blocks.unorderedList#listItem",
                          "content": {
                            "$type": "pub.leaflet.blocks.text",
                            "plaintext": "Vision, spatial sense, kinesthetic (motion)"
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                        },
                        {
                          "$type": "pub.leaflet.blocks.unorderedList#listItem",
                          "content": {
                            "$type": "pub.leaflet.blocks.text",
                            "plaintext": "Logic and deduction"
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                        {
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                          "content": {
                            "$type": "pub.leaflet.blocks.text",
                            "plaintext": "Intuition, association, metaphor"
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                        {
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                          "content": {
                            "$type": "pub.leaflet.blocks.text",
                            "plaintext": "Stimulus-response"
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                        },
                        {
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                          "content": {
                            "$type": "pub.leaflet.blocks.text",
                            "plaintext": "Process and time"
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                      "content": {
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                        "plaintext": "The derivative example (p.3): 7 different ways of conceiving the same object — each activates a different facility"
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                  "content": {
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                    "plaintext": "My learning process (applied [[April 26th, 2026]])"
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                        "plaintext": "Isolate — take one concept out of the full system"
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                        "plaintext": "Engage a facility — build a concrete artifact that activates one subprocess"
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                        "plaintext": "Recast — put the concept back into the full model with multiple facilities now firing"
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                        "plaintext": "Intermediate artifacts are not illustrations of understanding — they are the understanding at a tractable scale (also [[Dynamicland]] influence)"
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                  "content": {
                    "$type": "pub.leaflet.blocks.text",
                    "plaintext": "Premises"
                  },
                  "children": [
                    {
                      "$type": "pub.leaflet.blocks.unorderedList#listItem",
                      "content": {
                        "$type": "pub.leaflet.blocks.text",
                        "plaintext": "If I can't write the program, I don't actually understand the system"
                      }
                    },
                    {
                      "$type": "pub.leaflet.blocks.unorderedList#listItem",
                      "content": {
                        "$type": "pub.leaflet.blocks.text",
                        "plaintext": "Rereading is a bad study strategy"
                      }
                    },
                    {
                      "$type": "pub.leaflet.blocks.unorderedList#listItem",
                      "content": {
                        "$type": "pub.leaflet.blocks.text",
                        "plaintext": "Chunking is necessary — the full system is too large to hold in working memory at once"
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                {
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                  "content": {
                    "$type": "pub.leaflet.blocks.text",
                    "plaintext": "Examples from [[Poincaré Embeddings for Learning Hierarchical Embeddings - Nickel]]"
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                  "children": [
                    {
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                      "content": {
                        "$type": "pub.leaflet.blocks.text",
                        "plaintext": "\"Walking downhill\" → spatial/kinesthetic facility for gradient descent"
                      }
                    },
                    {
                      "$type": "pub.leaflet.blocks.unorderedList#listItem",
                      "content": {
                        "$type": "pub.leaflet.blocks.text",
                        "plaintext": "A, B, C with actual coordinates → logical/stimulus-response facility for the loss function"
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                    },
                    {
                      "$type": "pub.leaflet.blocks.unorderedList#listItem",
                      "content": {
                        "$type": "pub.leaflet.blocks.text",
                        "plaintext": "Whiteboard score function sketch → visual facility for geometry-lives-in-the-score-function"
                      }
                    },
                    {
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                      "content": {
                        "$type": "pub.leaflet.blocks.text",
                        "plaintext": "Code (not yet written) → process/time facility — the final test of understanding"
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  "description": "How I learn complicated math",
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