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Concept List

This is the enumerated list of 214 concepts for AI Strategy for Education, generated by the learning-graph-generator skill from the course description.

Each concept has a unique ConceptID (used in the dependency graph) and a Title-Case label of 32 characters or fewer. Please review this list and add, remove, or rename concepts before the later steps — changes are far cheaper here than after the chapters are written.

  1. Artificial Intelligence
  2. Machine Learning
  3. Large Language Model
  4. Generative AI
  5. Neural Network
  6. Training Data
  7. Model Parameters
  8. Foundation Model
  9. Frontier Model
  10. Prompt
  11. Prompt Engineering
  12. Context Window
  13. Token
  14. Inference
  15. Hallucination
  16. World Model
  17. Public Knowledge
  18. Private Knowledge
  19. Multimodal AI
  20. AI Agent
  21. AI Benchmark
  22. MMLU Benchmark
  23. Task Horizon
  24. METR Study
  25. Long Task Rate
  26. Fifty Percent Reliability
  27. Capability Doubling
  28. Exponential Growth
  29. Doubling Time
  30. Moores Law Analogy
  31. Capability Trajectory
  32. Capability Forecasting
  33. Adoption Versus Capability
  34. Reasoning Model
  35. One Shot Task
  36. Agentic Task Completion
  37. Cost Per Task
  38. Model Release Cadence
  39. Benchmark Saturation
  40. Intelligence Versus Price
  41. Text Generation
  42. Image Generation
  43. Content Democratization
  44. Open Source Models
  45. Local AI Models
  46. Declining AI Cost
  47. AI Tutoring
  48. Conversational AI
  49. Retrieval Augmented Generation
  50. Fine Tuning
  51. AI Strategy
  52. Knowledge Organization
  53. Strategic Planning
  54. Digital Transformation
  55. Center Of Excellence
  56. Return On Investment
  57. Use Case Identification
  58. Build Versus Buy
  59. Vendor Selection
  60. Total Cost Of Ownership
  61. Strategic Urgency
  62. Competitive Advantage
  63. Innovation Culture
  64. Stakeholder Alignment
  65. Executive Sponsorship
  66. Idea Funnel
  67. Idea Generation
  68. AI Literacy Training
  69. Idea Submission Form
  70. Idea Registry
  71. Idea Metadata
  72. Problem Statement
  73. Idea Evaluation
  74. Feasibility Assessment
  75. Risk Scoring
  76. Benefit Scoring
  77. Cost Estimation
  78. Scoring Rubric
  79. Expert Review Panel
  80. Idea Feedback Loop
  81. Idea Recognition Awards
  82. Project Selection
  83. Project Portfolio
  84. Quick Wins
  85. Strategic Bets
  86. Resource Assignment
  87. Project Team Formation
  88. Shared Code Repository
  89. Cross Team Collaboration
  90. Project Evaluation
  91. Success Metrics
  92. Key Performance Indicator
  93. Pipeline Report
  94. Funnel Stage Tracking
  95. Quarterly Executive Report
  96. Lessons Learned
  97. Problem Taxonomy
  98. Solution Taxonomy
  99. Intelligent Textbook
  100. Adaptive Content
  101. Interactive Simulation
  102. MicroSim
  103. Open Educational Resources
  104. Content Cost Collapse
  105. Ten Thousand Textbooks
  106. Textbook Procurement
  107. Curriculum Alignment
  108. AI Content Generation
  109. Content Quality Assessment
  110. Concept Learning Graph
  111. Learning Record
  112. xAPI Standard
  113. Learning Record Store
  114. Learning Analytics
  115. AI Driven LMS
  116. Learning Management System
  117. Recommended Learning Plan
  118. Personalized Learning Path
  119. Mastery Tracking
  120. Early Alert System
  121. Data Interoperability
  122. Data Portability
  123. Student Data Ownership
  124. Predictive Analytics
  125. Learning Telemetry
  126. Alpha School Model
  127. Two Hour Learning
  128. Project Based Learning
  129. Team Based Learning
  130. Hyperpersonalized Learning
  131. Mastery Based Progression
  132. Self Paced Learning
  133. Blended Learning
  134. Flipped Classroom
  135. Competency Based Education
  136. Teacher Role Shift
  137. Mentorship Model
  138. Socratic Method
  139. Authentic Assessment
  140. Formative Assessment
  141. Skill Development
  142. Lifelong Learning
  143. Responsible AI
  144. AI Ethics
  145. Algorithmic Bias
  146. Fairness In AI
  147. Data Privacy
  148. FERPA Compliance
  149. COPPA Compliance
  150. Student Data Protection
  151. AI Hallucination Risk
  152. Over Reliance On AI
  153. Skill Atrophy
  154. Academic Integrity
  155. AI Detection Tools
  156. Misinformation Risk
  157. Transparency
  158. Explainability
  159. Human In The Loop
  160. AI Safety
  161. Vendor Lock In
  162. Risk Register
  163. Risk Reward Tradeoff
  164. Student Well Being
  165. Screen Time Concerns
  166. Digital Divide
  167. Educational Equity
  168. Access To Devices
  169. Broadband Access
  170. Title I Schools
  171. Under Resourced Schools
  172. Resource Disparity
  173. Equity Impact Scoring
  174. AI Access Inequality
  175. Inclusive Design
  176. AI Governance
  177. Centralized Governance
  178. Decentralized Governance
  179. AI Use Policy
  180. Academic Integrity Policy
  181. Change Management
  182. Implementation Roadmap
  183. AI Literacy Program
  184. Professional Development
  185. School Board Engagement
  186. Parent Engagement
  187. Community Engagement
  188. Policy Framework
  189. Pilot Program
  190. Scaling Strategy
  191. SWOT Analysis
  192. Strengths Analysis
  193. Weaknesses Analysis
  194. Opportunities Analysis
  195. Threats Analysis
  196. Institutional Archetype
  197. Gap Analysis
  198. Strategic Roadmap
  199. Capstone AI Strategy
  200. Board Ready Strategy
  201. Personal AI Agents
  202. AI Agent Persona
  203. Agent Workforce
  204. Agent Task Assignment
  205. Multi Agent Coordination
  206. Agent Orchestration
  207. Agent Governance
  208. Human Agent Collaboration
  209. Progress Monitoring Agent
  210. Parent Communication Agent
  211. Term Planning Agent
  212. Critical Thinking Agent
  213. Pro-Social Learning
  214. Extracurricular Activities