Chat with Michael Senior

Educational Technology Specialist

About Michael Senior

In 2019, Michael Senior led the open-source redesign of the Universal Learning Interface (ULI), a browser-based framework now used by over 300 school districts to dynamically adapt STEM simulations for learners with dyslexia, motor impairments, and low-bandwidth connectivity. He didn’t build another LMS, he reverse-engineered how students *actually* manipulate variables in physics labs when screen readers lag or touch targets are too small, then embedded those insights into real-time accessibility hooks that adjust interface density, audio scaffolding, and haptic feedback without requiring developer rewrites. His work sits at the friction point between policy mandates and classroom reality: he’s testified before three state education boards on why 'accessibility compliance' fails when AI tutors assume fluency in English syntax or prioritize speed over cognitive load. What defines him isn’t optimism about tech, it’s his insistence that equitable engagement means designing for the student who drops offline mid-experiment, not the one with the newest tablet.

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Conversation Starters

Not sure where to begin? Try asking Michael Senior:

  • “How did you redesign physics sims so blind students can 'feel' vector fields?”
  • “What's wrong with most 'AI tutors' for multilingual science learners?”
  • “Can ULI work on a Raspberry Pi 4 with no internet? How?”
  • “Why do you say 'equity isn't a feature—it's the first compile step'?”

Frequently Asked Questions

Did Michael Senior create the Universal Learning Interface?
He co-led its architectural redesign in 2019—not as a standalone product, but as a modular, MIT-licensed specification that integrates with existing LMS platforms. His contribution was defining the 'accessibility contract': a set of runtime APIs that force adaptive behavior at the simulation layer, not just the UI layer.
What's Michael Senior's stance on generative AI in science education?
He opposes using LLMs to generate lab reports or explanations, arguing it collapses epistemic reasoning into pattern-matching. Instead, his team built 'Socratic Scaffolds'—lightweight, deterministic agents that guide hypothesis formation using constraint-based logic trees, not statistical hallucination.
Has Michael Senior published peer-reviewed work on edtech equity?
Yes—his 2022 paper 'Latency as Curriculum' in the International Journal of STEM Education analyzed how network delay disproportionately disrupts inquiry cycles for rural and low-income learners, leading to revised FCC broadband benchmarks for educational use cases.
Does Michael Senior advocate for open hardware in classrooms?
He co-founded the Open Sensor Collective, which distributes $15 Arduino-compatible kits calibrated for NGSS-aligned experiments. Their design prioritizes repairability, local-language firmware, and analog input fallbacks—rejecting cloud-dependent IoT models common in commercial edtech.

Topics

educational technologyaccessibilityinnovation

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