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conductor(video_analysis): Initialize 12 child + 1 synthesis spec scaffolds
Each child spec is lightweight (~100 lines): references the umbrella, gives video details, specifies the 7 deliverables (transcript.json, frames/, ocr.md, report.md 1000-10000 LOC, summary.md), and the 5-phase pipeline. Children in execution order: 1. cs229_building_llms (Stanford CS229, Cluster E) 2. probability_logic (Cluster A) 3. entropy_epiplexity (Cluster A) 4. score_dynamics_giorgini (Cluster A) 5. platonic_intelligence_kumar (Cluster B) 6. free_lunches_levin (Cluster B) 7. generic_systems_fields (Cluster C) 8. brain_counterintuitive (Cluster C) 9. neural_dynamics_miller (Cluster C) 10. multiscale_hoffman (Cluster C) 11. cs336_architectures (Stanford CS336, Cluster E) 12. creikey_dl_cv (Cluster D) Plus 1 synthesis track (video_analysis_synthesis_20260621) blocked_by all 12 children.
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# Track: Video Analysis — Most Counterintuitive Way to Build a Brain
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**Status:** Not started (umbrella published 2026-06-21)
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**Type:** Research-only child track (Pass 1 of 3)
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**Owner:** Tier 2 Tech Lead (execution)
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**Cluster:** C (Biological / cognitive / generic systems)
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> **Parent:** Child #8 of the [video_analysis_campaign_20260621](../../video_analysis_campaign_20260621/) umbrella.
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---
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## 1. Video
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| Field | Value |
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|---|---|
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| **Title** | The Most Counterintuitive Way to Build a Brain |
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| **Author** | (unknown — verify during execution) |
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| **URL** | https://youtu.be/cDxtFtoQVNc |
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| **Cluster** | C |
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| **Slug** | `brain_counterintuitive` |
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| **Execution order** | #8 of 12 (concrete biological, after #7 meta-frame) |
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---
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## 2. Deliverables
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| Artifact | Path | Target |
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|---|---|---|
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| Transcript | `artifacts/transcript.json` | All segments |
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| Download log | `artifacts/download.log` | yt-dlp output |
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| Frames | `artifacts/frames/*.jpg` | 50-500 |
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| Extraction meta | `artifacts/extraction_meta.json` | Frame paths + hashes |
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| OCR | `artifacts/ocr.md` | Full OCR per frame |
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| Deep-dive report | `report.md` | **1000-10000 LOC** |
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| Summary | `summary.md` | 200-400 words |
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---
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## 3. Pipeline
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- [ ] **Phase 1:** Acquire
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- [ ] **Phase 2:** Keyframes
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- [ ] **Phase 3:** OCR
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- [ ] **Phase 4:** Synthesis (1000-10000 LOC)
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- [ ] **Phase 5:** Verification
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---
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## 4. Report structure
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8 sections per umbrella spec §FR6.
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```
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# The Most Counterintuitive Way to Build a Brain
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**Source:** https://youtu.be/cDxtFtoQVNc
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**Author:** <verify>
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**Cluster:** C
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**Slug:** brain_counterintuitive
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## 1. TL;DR
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## 2. Key Concepts ← expect unconventional neuroscience, biological computation
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## 3. Frame Analysis
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## 4. Transcript Highlights
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## 5. Mathematical / Theoretical Content
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## 6. Connections
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## 7. Open Questions
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## 8. References
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```
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---
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## 5. Connections
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- **Forward to:** `neural_dynamics_miller` (more conventional neuro), `multiscale_hoffman` (synthesis).
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- **Backward from:** `generic_systems_fields` (meta-frame), `free_lunches_levin` (agential materials).
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- **Likely rich cross-references:** `neural_dynamics_miller` (most direct — both about brain/cognition).
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---
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## 6. Verification
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- [ ] All 7 deliverables present
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- [ ] `report.md` 1000-10000 LOC
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- [ ] Tests pass
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---
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## 7. See also
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- [Umbrella spec.md](../../video_analysis_campaign_20260621/spec.md)
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- [Umbrella README.md](../../video_analysis_campaign_20260621/README.md)
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