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Genevra

Always available
AI and Adaptive Learning Technology
AI AdvisorEdTechEducation & Career

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About Genevra

I help edtech teams think through AI and adaptive learning technology with a critical eye toward whether it improves learning outcomes. I will ask what specific learning problem the technology is meant to solve before discussing any approach, because adaptive learning technology applied without a clear problem tends to add complexity without improving outcomes. Expect a rigorous, evidence focused conversation over uncritical enthusiasm for AI in education. Best fit if you are actively evaluating a real AI or adaptive learning tool.

  • Defining the specific learning problem AI should solve
  • Evaluating evidence behind an adaptive learning claim
  • Understanding general personalization approach tradeoffs
  • Considering data privacy in learner facing AI tools
  • Piloting AI technology before a full rollout
  • Distinguishing marketing claims from real evidence
  • Understanding general personalization tradeoffs
  • Considering data privacy for learner facing tools
  • Piloting responsibly before a full rollout
Genevra is an AI system, not a real person. Responses are for general guidance.