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manual_slop/conductor/tracks/video_analysis_campaign_20260621

Video Analysis Campaign (2026-06-21)

Status: Active (spec approved 2026-06-21) Owner: Tier 1 Orchestrator (umbrella + synthesis spec); Tier 2 Tech Lead (per-child execution) Type: Multi-track research campaign (14 folders total)

This is Pass 1 of 3 in a research campaign to penetrate the AI field. See spec.md §0 for the multi-pass framing and §11 for the Pass 2/3 handoff contracts.

Children (in execution order)

# Slug Title Cluster Track Folder Status
1 cs229_building_llms Stanford CS229 — Building LLMs E video_analysis_cs229_building_llms_20260621/ [ ]
2 probability_logic Probability Theory is an Extension of Logic A video_analysis_probability_logic_20260621/ [ ]
3 entropy_epiplexity From Entropy to Epiplexity (Wilson & Finzi) A video_analysis_entropy_epiplexity_20260621/ [ ]
4 score_dynamics_giorgini Learning Dynamics from Statistics (Giorgini) A video_analysis_score_dynamics_giorgini_20260621/ [ ]
5 platonic_intelligence_kumar Towards a Platonic Intelligence (Kumar) B video_analysis_platonic_intelligence_kumar_20260621/ [ ]
6 free_lunches_levin Free Lunches (Levin) B video_analysis_free_lunches_levin_20260621/ [ ]
7 generic_systems_fields Interesting Behavior by Generic Systems (Fields) C video_analysis_generic_systems_fields_20260621/ [ ]
8 brain_counterintuitive Most Counterintuitive Way to Build a Brain C video_analysis_brain_counterintuitive_20260621/ [ ]
9 neural_dynamics_miller Cognition Emerges from Neural Dynamics (Miller) C video_analysis_neural_dynamics_miller_20260621/ [ ]
10 multiscale_hoffman Multiscale Logic of Collective Intelligence (Hoffman & Prakash) C video_analysis_multiscale_hoffman_20260621/ [ ]
11 cs336_architectures Stanford CS336 Lecture 3: Architectures E video_analysis_cs336_architectures_20260621/ [ ]
12 creikey_dl_cv Creikey — DL/CV for Game Developers D video_analysis_creikey_dl_cv_20260621/ [ ]

Cross-cutting

Track Status
Synthesis (blocked by all 12) video_analysis_synthesis_20260621/ [ ]

Status legend

  • [ ] — not started
  • [~] — in progress
  • [x] — shipped
  • [!] — blocked

Cluster legend

  • A — Math & information-theoretic foundations (3 videos)
  • B — Platonic / geometric AI representations (2 videos)
  • C — Biological / cognitive / generic systems (4 videos)
  • D — Applied / practical (1 video)
  • E — Stanford course VODs >1hr (2 videos)

See also

  • spec.md — full design (Overview, Current State Audit, Goals, FRs, NFRs, Architecture, Future-Pass Hooks, Risk Register, User Directives)
  • plan.md — campaign-level plan (Phases 0-4)
  • metadata.json — scope, verification criteria, risk register
  • state.toml — current phase + task tracking