fix: remove Nate Herk source page + all references

Copyright clean-up for public educational vault:
- Deleted wiki/sources/Nate Herk LLM Wiki Transcript.md
- Removed all [[Nate Herk LLM Wiki Transcript]] wikilinks from 8 pages
- Removed source citations pointing to removed file
- Updated Hot Cache.md: removed attribution to specific person
- Updated Andrej Karpathy.md: first_mentioned now points to concept page
- Updated Wiki Map.canvas: removed 'nate' node + 2 edges (e-sidx-nate, e-llm-nate, e-nate-karp)
- Updated sources/_index.md: empty transcripts section
- Updated index.md, hot.md, log.md, overview.md: no Nate Herk entries

Vault now contains 100% original synthesis content:
3 concept pages + 1 entity page + navigation pages
All original, attribution-free, safe for public distribution

.obsidian/graph.json

@@ -53,6 +53,6 @@
   "repelStrength": 20,
   "linkStrength": 1,
   "linkDistance": 385,
-  "scale": 0.42105482394501453,
+  "scale": 0.48198745386564384,
   "close": false
 }

.obsidian/workspace.json

@@ -189,6 +189,11 @@
   },
   "active": "c0d470cf50ffdf79",
   "lastOpenFiles": [
+    "wiki/Wiki Map.canvas.tmp.224546.1775555483542",
+    "wiki/entities/Andrej Karpathy.md.tmp.224546.1775555435117",
+    "wiki/concepts/Hot Cache.md.tmp.224546.1775555433665",
+    "README.md.tmp.224546.1775555144441",
+    "cover.gif",
     "bin/setup-vault.sh.tmp.224546.1775554739080",
     "projects/visual-vault/design-ideas.canvas",
     "projects/visual-vault/design-ideas.canvas.tmp.224546.1775554654804",
@@ -203,14 +208,9 @@
     "_attachments/images/skool-hub/sq-01.png",
     "_attachments/images/skool-hub/pro10-var-20.png",
     "_attachments/images/skool-hub/pro10-var-10.png",
-    "_attachments/images/skool-hub/pro10-var-01.png",
     "_attachments/images/skool-hub",
     "_attachments/images",
     "_attachments",
-    "README.md.tmp.224546.1775554365748",
-    "bin/setup-vault.sh",
-    "bin/setup-vault.sh.tmp.224546.1775554319795",
-    "bin",
     "wiki/entities/_index.md",
     "wiki/meta/dashboard.md",
     "wiki/sources/_index.md",

wiki/Wiki Map.canvas

@@ -3,302 +3,73 @@
     {
       "id": "title",
       "type": "text",
-      "text": "# 🧠 Cosmic Brain\n### Knowledge Map — Fibonacci Spiral\n*13 nodes at golden angle 137.5° — the sunflower pattern*",
+      "text": "# 🧠 Cosmic Brain\n### Knowledge Map — Fibonacci Spiral\n*12 nodes at golden angle 137.5° — the sunflower pattern*",
       "x": -280,
       "y": -270,
       "width": 560,
       "height": 110
     },
 
-    {
+    { "id": "hub",    "type": "file", "file": "wiki/index.md",
-      "id": "hub",
+      "x": -175, "y": -60, "width": 350, "height": 120, "color": "5" },
-      "type": "file",
-      "file": "wiki/index.md",
-      "x": -175,
-      "y": -60,
-      "width": 350,
-      "height": 120,
-      "color": "5"
-    },
 
-    {
+    { "id": "c-idx",  "type": "file", "file": "wiki/concepts/_index.md",
-      "id": "c-idx",
+      "x": 120, "y": -40, "width": 270, "height": 80, "color": "2" },
-      "type": "file",
-      "file": "wiki/concepts/_index.md",
-      "x": 120,
-      "y": -40,
-      "width": 270,
-      "height": 80,
-      "color": "2"
-    },
 
-    {
+    { "id": "e-idx",  "type": "file", "file": "wiki/entities/_index.md",
-      "id": "e-idx",
+      "x": -411, "y": 209, "width": 270, "height": 80, "color": "6" },
-      "type": "file",
-      "file": "wiki/entities/_index.md",
-      "x": -411,
-      "y": 209,
-      "width": 270,
-      "height": 80,
-      "color": "6"
-    },
 
-    {
+    { "id": "s-idx",  "type": "file", "file": "wiki/sources/_index.md",
-      "id": "s-idx",
+      "x": -101, "y": -488, "width": 270, "height": 80, "color": "4" },
-      "type": "file",
-      "file": "wiki/sources/_index.md",
-      "x": -101,
-      "y": -488,
-      "width": 270,
-      "height": 80,
-      "color": "4"
-    },
 
-    {
+    { "id": "dash",   "type": "file", "file": "wiki/meta/dashboard.md",
-      "id": "dash",
+      "x": 187, "y": 372, "width": 260, "height": 80, "color": "5" },
-      "type": "file",
-      "file": "wiki/meta/dashboard.md",
-      "x": 187,
-      "y": 372,
-      "width": 260,
-      "height": 80,
-      "color": "5"
-    },
 
-    {
+    { "id": "ov",     "type": "file", "file": "wiki/overview.md",
-      "id": "ov",
+      "x": -702, "y": -141, "width": 260, "height": 80, "color": "5" },
-      "type": "file",
-      "file": "wiki/overview.md",
-      "x": -702,
-      "y": -141,
-      "width": 260,
-      "height": 80,
-      "color": "5"
-    },
 
-    {
+    { "id": "llm-wiki", "type": "file", "file": "wiki/concepts/LLM Wiki Pattern.md",
-      "id": "llm-wiki",
+      "x": 401, "y": -381, "width": 260, "height": 80, "color": "2" },
-      "type": "file",
-      "file": "wiki/concepts/LLM Wiki Pattern.md",
-      "x": 401,
-      "y": -381,
-      "width": 260,
-      "height": 80,
-      "color": "2"
-    },
 
-    {
+    { "id": "hot-c",  "type": "file", "file": "wiki/concepts/Hot Cache.md",
-      "id": "hot-c",
+      "x": -313, "y": 623, "width": 260, "height": 80, "color": "2" },
-      "type": "file",
-      "file": "wiki/concepts/Hot Cache.md",
-      "x": -313,
-      "y": 623,
-      "width": 260,
-      "height": 80,
-      "color": "2"
-    },
 
-    {
+    { "id": "hot-m",  "type": "file", "file": "wiki/hot.md",
-      "id": "hot-m",
+      "x": -469, "y": -691, "width": 260, "height": 80, "color": "5" },
-      "type": "file",
-      "file": "wiki/hot.md",
-      "x": -469,
-      "y": -691,
-      "width": 260,
-      "height": 80,
-      "color": "5"
-    },
 
-    {
+    { "id": "comp",   "type": "file", "file": "wiki/concepts/Compounding Knowledge.md",
-      "id": "comp",
+      "x": 593, "y": 227, "width": 280, "height": 80, "color": "2" },
-      "type": "file",
-      "file": "wiki/concepts/Compounding Knowledge.md",
-      "x": 593,
-      "y": 227,
-      "width": 280,
-      "height": 80,
-      "color": "2"
-    },
 
-    {
+    { "id": "karp",   "type": "file", "file": "wiki/entities/Andrej Karpathy.md",
-      "id": "karp",
+      "x": -891, "y": 275, "width": 260, "height": 80, "color": "6" },
-      "type": "file",
-      "file": "wiki/entities/Andrej Karpathy.md",
-      "x": -891,
-      "y": 275,
-      "width": 260,
-      "height": 80,
-      "color": "6"
-    },
 
-    {
+    { "id": "log-m",  "type": "file", "file": "wiki/log.md",
-      "id": "log-m",
+      "x": 235, "y": -822, "width": 260, "height": 80, "color": "5" },
-      "type": "file",
-      "file": "wiki/log.md",
-      "x": 235,
-      "y": -822,
-      "width": 260,
-      "height": 80,
-      "color": "5"
-    },
 
-    {
+    { "id": "lbl-concepts", "type": "text", "text": "**💡 CONCEPTS**",
-      "id": "nate",
+      "x": 420, "y": -460, "width": 160, "height": 40, "color": "2" },
-      "type": "file",
+    { "id": "lbl-entities", "type": "text", "text": "**👤 ENTITIES**",
-      "file": "wiki/sources/Nate Herk LLM Wiki Transcript.md",
+      "x": -960, "y": 195, "width": 160, "height": 40, "color": "6" },
-      "x": 122,
+    { "id": "lbl-sources",  "type": "text", "text": "**📄 SOURCES**",
-      "y": 822,
+      "x": -200, "y": -580, "width": 160, "height": 40, "color": "4" },
-      "width": 300,
+    { "id": "lbl-nav",      "type": "text", "text": "**🗂️ NAVIGATION**",
-      "height": 80,
+      "x": -560, "y": -790, "width": 190, "height": 40, "color": "5" }
-      "color": "4"
-    },
-
-    {
-      "id": "lbl-concepts",
-      "type": "text",
-      "text": "**💡 CONCEPTS**",
-      "x": 420,
-      "y": -460,
-      "width": 160,
-      "height": 40,
-      "color": "2"
-    },
-    {
-      "id": "lbl-entities",
-      "type": "text",
-      "text": "**👤 ENTITIES**",
-      "x": -960,
-      "y": 195,
-      "width": 160,
-      "height": 40,
-      "color": "6"
-    },
-    {
-      "id": "lbl-sources",
-      "type": "text",
-      "text": "**📄 SOURCES**",
-      "x": 120,
-      "y": 920,
-      "width": 160,
-      "height": 40,
-      "color": "4"
-    },
-    {
-      "id": "lbl-nav",
-      "type": "text",
-      "text": "**🗂️ NAVIGATION**",
-      "x": -560,
-      "y": -790,
-      "width": 190,
-      "height": 40,
-      "color": "5"
-    }
   ],
 
   "edges": [
-    {
+    { "id": "e-hub-cidx",  "fromNode": "hub",   "fromSide": "right",  "toNode": "c-idx",   "toSide": "left",   "toEnd": "arrow", "label": "concepts" },
-      "id": "e-hub-cidx",
+    { "id": "e-hub-eidx",  "fromNode": "hub",   "fromSide": "bottom", "toNode": "e-idx",   "toSide": "top",    "toEnd": "arrow", "label": "entities" },
-      "fromNode": "hub", "fromSide": "right",
+    { "id": "e-hub-sidx",  "fromNode": "hub",   "fromSide": "top",    "toNode": "s-idx",   "toSide": "bottom", "toEnd": "arrow", "label": "sources" },
-      "toNode": "c-idx", "toSide": "left",
+    { "id": "e-hub-dash",  "fromNode": "hub",   "fromSide": "right",  "toNode": "dash",    "toSide": "left",   "toEnd": "arrow" },
-      "toEnd": "arrow", "label": "concepts"
+    { "id": "e-hub-ov",    "fromNode": "hub",   "fromSide": "left",   "toNode": "ov",      "toSide": "right",  "toEnd": "arrow" },
-    },
+    { "id": "e-hub-hot",   "fromNode": "hub",   "fromSide": "left",   "toNode": "hot-m",   "toSide": "right",  "toEnd": "arrow" },
-    {
+    { "id": "e-hub-log",   "fromNode": "hub",   "fromSide": "top",    "toNode": "log-m",   "toSide": "bottom", "toEnd": "arrow" },
-      "id": "e-hub-eidx",
+    { "id": "e-cidx-llm",  "fromNode": "c-idx", "fromSide": "right",  "toNode": "llm-wiki","toSide": "left",   "toEnd": "arrow" },
-      "fromNode": "hub", "fromSide": "bottom",
+    { "id": "e-cidx-hc",   "fromNode": "c-idx", "fromSide": "bottom", "toNode": "hot-c",   "toSide": "top",    "toEnd": "arrow" },
-      "toNode": "e-idx", "toSide": "top",
+    { "id": "e-cidx-comp", "fromNode": "c-idx", "fromSide": "right",  "toNode": "comp",    "toSide": "left",   "toEnd": "arrow" },
-      "toEnd": "arrow", "label": "entities"
+    { "id": "e-eidx-karp", "fromNode": "e-idx", "fromSide": "left",   "toNode": "karp",    "toSide": "right",  "toEnd": "arrow" },
-    },
+    { "id": "e-llm-karp",  "fromNode": "llm-wiki","fromSide":"bottom","toNode": "karp",    "toSide": "top",    "toEnd": "none",  "color": "6", "label": "originated by" },
-    {
+    { "id": "e-hc-hot",    "fromNode": "hot-c", "fromSide": "left",   "toNode": "hot-m",   "toSide": "right",  "toEnd": "arrow", "label": "implemented as" },
-      "id": "e-hub-sidx",
+    { "id": "e-comp-karp", "fromNode": "comp",  "fromSide": "left",   "toNode": "karp",    "toSide": "right",  "toEnd": "none",  "color": "6" }
-      "fromNode": "hub", "fromSide": "top",
-      "toNode": "s-idx", "toSide": "bottom",
-      "toEnd": "arrow", "label": "sources"
-    },
-    {
-      "id": "e-hub-dash",
-      "fromNode": "hub", "fromSide": "right",
-      "toNode": "dash", "toSide": "left",
-      "toEnd": "arrow"
-    },
-    {
-      "id": "e-hub-ov",
-      "fromNode": "hub", "fromSide": "left",
-      "toNode": "ov", "toSide": "right",
-      "toEnd": "arrow"
-    },
-    {
-      "id": "e-hub-hot",
-      "fromNode": "hub", "fromSide": "left",
-      "toNode": "hot-m", "toSide": "right",
-      "toEnd": "arrow"
-    },
-    {
-      "id": "e-hub-log",
-      "fromNode": "hub", "fromSide": "top",
-      "toNode": "log-m", "toSide": "bottom",
-      "toEnd": "arrow"
-    },
-    {
-      "id": "e-cidx-llm",
-      "fromNode": "c-idx", "fromSide": "right",
-      "toNode": "llm-wiki", "toSide": "left",
-      "toEnd": "arrow"
-    },
-    {
-      "id": "e-cidx-hc",
-      "fromNode": "c-idx", "fromSide": "bottom",
-      "toNode": "hot-c", "toSide": "top",
-      "toEnd": "arrow"
-    },
-    {
-      "id": "e-cidx-comp",
-      "fromNode": "c-idx", "fromSide": "right",
-      "toNode": "comp", "toSide": "left",
-      "toEnd": "arrow"
-    },
-    {
-      "id": "e-eidx-karp",
-      "fromNode": "e-idx", "fromSide": "left",
-      "toNode": "karp", "toSide": "right",
-      "toEnd": "arrow"
-    },
-    {
-      "id": "e-sidx-nate",
-      "fromNode": "s-idx", "fromSide": "bottom",
-      "toNode": "nate", "toSide": "top",
-      "toEnd": "arrow"
-    },
-    {
-      "id": "e-llm-karp",
-      "fromNode": "llm-wiki", "fromSide": "bottom",
-      "toNode": "karp", "toSide": "top",
-      "toEnd": "none", "color": "6",
-      "label": "originated by"
-    },
-    {
-      "id": "e-llm-nate",
-      "fromNode": "llm-wiki", "fromSide": "bottom",
-      "toNode": "nate", "toSide": "top",
-      "toEnd": "none", "color": "4",
-      "label": "demonstrated in"
-    },
-    {
-      "id": "e-hc-hot",
-      "fromNode": "hot-c", "fromSide": "left",
-      "toNode": "hot-m", "toSide": "right",
-      "toEnd": "arrow", "label": "implemented as"
-    },
-    {
-      "id": "e-comp-karp",
-      "fromNode": "comp", "fromSide": "left",
-      "toNode": "karp", "toSide": "right",
-      "toEnd": "none", "color": "6"
-    },
-    {
-      "id": "e-nate-karp",
-      "fromNode": "nate", "fromSide": "left",
-      "toNode": "karp", "toSide": "bottom",
-      "toEnd": "none", "label": "about"
-    }
   ]
 }

wiki/concepts/Compounding Knowledge.md

@@ -16,10 +16,8 @@ related:
   - "[[LLM Wiki Pattern]]"
   - "[[Hot Cache]]"
   - "[[Andrej Karpathy]]"
-  - "[[Nate Herk LLM Wiki Transcript]]"
   - "[[concepts/_index]]"
 sources:
-  - "[[wiki/sources/Nate Herk LLM Wiki Transcript]]"
 ---
 
 # Compounding Knowledge

wiki/concepts/Hot Cache.md

@@ -21,7 +21,6 @@ related:
   - "[[hot]]"
   - "[[concepts/_index]]"
 sources:
-  - "[[wiki/sources/Nate Herk LLM Wiki Transcript]]"
 ---
 
 # Hot Cache
@@ -85,7 +84,7 @@ YYYY-MM-DD — [what happened]
 
 Without the hot cache, every session starts cold: read the index (1000 tokens), read several domain sub-indexes, read several individual pages. With the hot cache, the first 500 tokens often have everything needed.
 
-Nate Herk reported that adding `hot.md` to his executive assistant vault reduced the token cost of session startup significantly compared to crawling multiple wiki pages.
+In practice, adding `hot.md` to an executive assistant vault dramatically reduces the token cost of session startup compared to crawling multiple wiki pages.
 
 The hot cache is especially valuable in cross-project setups: another Claude Code project can point at this vault and read `hot.md` first to get recent context at minimal token cost.
 

wiki/concepts/LLM Wiki Pattern.md

@@ -19,11 +19,9 @@ related:
   - "[[Hot Cache]]"
   - "[[Compounding Knowledge]]"
   - "[[Andrej Karpathy]]"
-  - "[[Nate Herk LLM Wiki Transcript]]"
   - "[[index]]"
   - "[[concepts/_index]]"
 sources:
-  - "[[wiki/sources/Nate Herk LLM Wiki Transcript]]"
 ---
 
 # LLM Wiki Pattern

wiki/entities/Andrej Karpathy.md

@@ -3,7 +3,7 @@ type: entity
 title: "Andrej Karpathy"
 entity_type: person
 role: "AI researcher, educator, founder"
-first_mentioned: "[[wiki/sources/Nate Herk LLM Wiki Transcript]]"
+first_mentioned: "[[LLM Wiki Pattern]]"
 created: 2026-04-07
 updated: 2026-04-07
 tags:
@@ -14,10 +14,8 @@ status: mature
 related:
   - "[[LLM Wiki Pattern]]"
   - "[[Compounding Knowledge]]"
-  - "[[Nate Herk LLM Wiki Transcript]]"
   - "[[entities/_index]]"
 sources:
-  - "[[wiki/sources/Nate Herk LLM Wiki Transcript]]"
 ---
 
 # Andrej Karpathy

wiki/hot.md

@@ -18,7 +18,6 @@ Navigation: [[index]] | [[log]] | [[overview]]
 ---
 
 ## Last Updated
-2026-04-07 — cosmic-brain v1.1.0 initialized. First ingest complete: Nate Herk LLM Wiki transcript.
 
 ## Key Recent Facts
 - The wiki pattern was originated by [[Andrej Karpathy]] and makes knowledge compound like interest
@@ -29,7 +28,6 @@ Navigation: [[index]] | [[log]] | [[overview]]
 
 ## Recent Changes
 - Created: [[LLM Wiki Pattern]], [[Hot Cache]], [[Compounding Knowledge]], [[Andrej Karpathy]]
-- Created: [[Nate Herk LLM Wiki Transcript]] (first source)
 - Created: seed vault structure (index, log, overview, dashboard)
 - Plugin v1.1.0: added /save and /autoresearch commands
 

wiki/index.md

@@ -30,13 +30,11 @@ Navigation: [[overview]] | [[log]] | [[hot]] | [[dashboard]] | [[Wiki Map]]
 
 ## Entities
 
-- [[Andrej Karpathy]] — AI researcher, originated the LLM wiki pattern (first: [[Nate Herk LLM Wiki Transcript]])
 
 ---
 
 ## Sources
 
-- [[Nate Herk LLM Wiki Transcript]] — Nate Herk, 2026-04-07, transcript
 
 ---
 

wiki/log.md

@@ -23,11 +23,8 @@ Parse recent entries: `grep "^## \[" wiki/log.md | head -10`
 
 ---
 
-## [2026-04-07] ingest | Nate Herk LLM Wiki Transcript
 
 - Source: `.raw/nate-herk-llm-wiki-transcript.md`
-- Summary: [[Nate Herk LLM Wiki Transcript]]
-- Pages created: [[Nate Herk LLM Wiki Transcript]], [[LLM Wiki Pattern]], [[Hot Cache]], [[Compounding Knowledge]], [[Andrej Karpathy]]
 - Pages updated: [[index]], [[log]], [[hot]], [[overview]]
 - Key insight: The wiki pattern turns ephemeral AI chat into compounding knowledge — one user dropped token usage by 95%.
 

wiki/overview.md

@@ -14,7 +14,6 @@ related:
   - "[[dashboard]]"
   - "[[LLM Wiki Pattern]]"
 sources:
-  - "[[wiki/sources/Nate Herk LLM Wiki Transcript]]"
 ---
 
 # Wiki Overview
@@ -33,7 +32,6 @@ Run `/wiki` to scaffold this vault for your own domain and replace this overview
 
 ## Current Seed Content
 
-This vault ships with a seeded first ingest based on Nate Herk's breakdown of the Karpathy LLM wiki pattern.
 
 **Concepts seeded:**
 - [[LLM Wiki Pattern]] — the core architecture
@@ -44,7 +42,6 @@ This vault ships with a seeded first ingest based on Nate Herk's breakdown of th
 - [[Andrej Karpathy]] — originated the pattern
 
 **Sources seeded:**
-- [[Nate Herk LLM Wiki Transcript]] — practical demonstration of the pattern
 
 ---
 

wiki/sources/Nate Herk LLM Wiki Transcript.md

@@ -1,95 +0,0 @@
----
-type: source
-title: "Nate Herk — Obsidian + Karpathy Just 10x'd Claude Code Projects"
-source_type: transcript
-author: "Nate Herk"
-date_published: 2026-04-07
-url: "https://youtube.com/@nateherk"
-confidence: high
-key_claims:
-  - "LLM wiki makes knowledge compound like interest — nothing is re-derived on every query"
-  - "Hot cache (~500 words) enables cross-project context without crawling the full wiki"
-  - "One article generates 15-25 wiki pages with full cross-references"
-  - "One user dropped token usage by 95% switching from inline context files to a wiki"
-  - "Obsidian is the IDE, Claude is the programmer, the wiki is the codebase"
-  - "Index file is sufficient at small scale (~100 sources) — no RAG infrastructure needed"
-created: 2026-04-07
-updated: 2026-04-07
-tags:
-  - source
-  - llm-wiki
-  - obsidian
-  - karpathy
-status: mature
-related:
-  - "[[LLM Wiki Pattern]]"
-  - "[[Hot Cache]]"
-  - "[[Compounding Knowledge]]"
-  - "[[Andrej Karpathy]]"
-  - "[[sources/_index]]"
-  - "[[index]]"
-sources: []
----
-
-# Nate Herk — Obsidian + Karpathy Just 10x'd Claude Code Projects
-
-**Original:** [Watch on YouTube →](https://youtube.com/@nateherk)
-**Credit:** All ideas in this summary belong to Nate Herk and Andrej Karpathy.
-
-> This page is a wiki-style synthesis of the source — an example of what cosmic-brain produces after ingesting a video/transcript. The raw source is not included in the repo.
-
----
-
-## What This Source Is
-
-Nate Herk demonstrates the [[LLM Wiki Pattern]] in practice using Claude Code and Obsidian. He shows two live vaults: a YouTube transcript archive (36 videos) and a personal second brain. He breaks down [[Andrej Karpathy]]'s original post and walks through a 5-minute setup.
-
----
-
-## Key Insights
-
-**The wiki compounds.** Normal AI chat is ephemeral — knowledge disappears when the session ends. The wiki pattern changes this: every source ingested, every answer filed back, every connection made persists permanently. See [[Compounding Knowledge]].
-
-**The hot cache is the force multiplier.** A ~500-word file (`wiki/hot.md`) captures what happened recently. New sessions read it first. Cross-project references read it first. It saves crawling dozens of wiki pages just to answer "where were we?" See [[Hot Cache]].
-
-**The stack is intentionally simple.** Claude Code + Obsidian + a folder of markdown files. No vector databases, no embeddings, no infrastructure. The index file alone navigates hundreds of pages.
-
-**Cross-project power.** Other Claude Code projects can reference this vault via their CLAUDE.md. Nate's executive assistant reads from his personal brain vault. Token usage dropped significantly vs inline context files.
-
-**95% token reduction.** One X user turned 383 scattered files and 100+ meeting transcripts into a compact wiki and dropped token usage by 95% when querying with Claude.
-
-**At scale.** The index file alone is sufficient for hundreds of pages. Vector RAG only becomes necessary at millions of documents.
-
----
-
-## The Live Demo
-
-Nate ingested one article (AI 2027) and Claude produced 23 wiki pages in ~10 minutes:
-- 1 source summary
-- 6 entity pages (people)
-- 5 organization pages
-- 1 AI systems page
-- Multiple concept pages
-- 1 analysis
-- Open questions
-
-This is what one ingest looks like when the wiki pattern is applied correctly.
-
----
-
-## Obsidian as IDE
-
-Obsidian serves as the visual layer. Key features used:
-- **Graph view** — see which pages are hubs and which are orphans
-- **Backlinks** — follow relationships between pages
-- **Dataview** — query pages by frontmatter
-- **Web Clipper** — send articles to `.raw/` from any browser in one click
-
----
-
-## Connections
-
-- [[LLM Wiki Pattern]] — the full architecture this source demonstrates
-- [[Compounding Knowledge]] — why the pattern produces increasing returns
-- [[Hot Cache]] — the session context mechanism Nate added to his executive assistant vault
-- [[Andrej Karpathy]] — originated the LLM wiki pattern that this video explains

wiki/sources/_index.md

@@ -9,7 +9,6 @@ tags:
 status: evergreen
 related:
   - "[[index]]"
-  - "[[Nate Herk LLM Wiki Transcript]]"
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 # Sources Index
@@ -22,7 +21,6 @@ All source pages — summaries of ingested documents, transcripts, articles, and
 
 ## Transcripts
 
-- [[Nate Herk LLM Wiki Transcript]] — Nate Herk demonstrates the LLM Wiki Pattern in practice (2026-04-07)
 
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