Scaling Educational Pilots & AI Integration Study Notes

Implementing and Scaling Educational Pilots

  • Transition from Pilots to District-Wide Scale

    • Scaling requires moving beyond a handful of willing teacher participants to a broader, systematic implementation.

    • The Analogy of the House: Building a district-wide system is like building a house; without a strong foundational structure, the biggest system will not stand.

    • Foundational Systems: To scale effectively, a district needs a strong system surrounding the tool or technology, which includes ongoing whole-group, individualized, and small-group professional development (PD). This "embedded PD" ensures the conversation is not a "one and done" event but part of the district culture.

  • The Problem of Divergent Languages in Education

    • School districts often suffer from silos where different departments speak different "languages":

      • IT Directors: Focus on technical infrastructure.

      • Curriculum/Academic Teams: Focus on learning outcomes.

      • Superintendents: Speak the language of the School Board.

    • Integration Strategy: Achieving district alignment requires establishing a common language (e.g., "common career language") across all levels to ensure the pilot aligns with core district values.

    • Reduction and Substitution: The first step of scaling often involves reducing existing programs to get back to core values, making it easier to integrate new pilots that align with those values.

AI as a Learning Change vs. Technology Pilot

  • The Learning Lens

    • Kelly emphasizes that AI should never be treated as a technology pilot; it is a "learning change."

    • Implementation should be co-led by the academic side (e.g., Assistant Superintendent of Instruction) and the IT side.

    • Guiding Principles: Success is rooted in guiding principles that are tied to the district's "Portrait of a Graduate." This prevents AI from being viewed as a separate technical entity.

  • Collaborative Events and Training

    • Technanigans: A learning conference held in Colorado for two consecutive years, focused on the intersection of IT and education.

    • Staff Involvement: Training should include the participation of outside experts and require attendance from every principal, dean, and assistant principal, as well as librarians and digital learning cohorts.

    • Student Internships and Peer Teaching: Students in robust intern and apprentice programs can lead sessions for adults. For example, students taught staff how to use Notebook LM for studying, shifting the focus from "cheating" to intentional utility.

Student Agency and Change Management Strategies

  • Flipping the Script (Wes's Strategy)

    • Traditional change management involves a top-down "trickle down" effect from superintendents to PLC teams to teachers.

    • Chaos for Good: Interaction with $450,000$ students across $28$ school districts in Orange County followed an interview process of $100$ people in $100$ days.

    • The Student Network: Students meet via Zoom every month to discuss AI.

    • Student Convening: A conference featured $600$ students where students provided the keynote and led breakouts. Adults were permitted to attend but were explicitly prohibited from speaking; they could only watch and reflect.

  • The "Followership" Concept: Educators should follow the lead of students because students lack the restrictive perceptions adults have regarding what technology can achieve.

Vendor Relationships and District Procurement

  • Essential Questions for EdTech Vendors

    1. Student Focus: How does this product help all students?

    2. R&D and Data: Where is the research? What data supports the outcomes? Matt emphasizes the importance of Research and Development ($R\&D$) in scaling.

    3. IT Infrastructure: Is the product interoperable? Does it meet security and safety standards like FERPA?

    4. Creation vs. Consumption: Does the tool empower students to create, or is it merely for consumption? Consumption-based tools are viewed as less valuable.

    5. Reliability and Specificity: Districts need tools that solve specific problems reliably rather than all-encompassing platforms (e.g., a TV must be reliable for casting rather than trying to mimic a full LMS).

  • Organizational Resources:

    • Digital Promise: Mentioned as a transformational organization.

    • League of Innovative Schools: Focused on innovation and $R\&D$ within districts.

    • FETC: Works with approximately $460$ companies to bridge the gap between vendors and school districts.

  • Outcomes-Based Contracting: This involves specific expectations for student outcomes, but school districts must be wary because they also carry the responsibility of provide coaching, mentorship, and sufficient capacity to use the product correctly.

Case Studies: Successes, Failures, and Human Impacts

  • The Hybrid School Pilot (Wes)

    • An attempt to create a hybrid school failed to gain traction because the storytelling was not handled correctly.

    • Local schools viewed it as competition for enrollments rather than a supplemental innovation.

    • Lesson: Branding and ownership must be established within individual schools to avoid the perception of competition.

  • Kieran's Success Story

    • Student Kieran used ChatGPT to write anime stories ($6$ to $7$ hours daily), creating multiple accounts and story seeds in Google Drive.

    • Impact: It "rewired his brain" for writing. On his English final, where he typically gave up, he wrote $7$ paragraphs (exceeding the required $5$) and finished in $10$ minutes.

  • K + AI Literacy Pilot Failure

    • This pilot tried to replicate Kieran's success by having students write stories at their Zone of Proximal Development ($ZPD$).

    • Outcome: Only $10\%$ to $20\%$ of students enjoyed it. The remaining $80\%$ were merely doing what they were told.

    • Lesson: The pilot failed to build "student agency," which is the critical human element that determines success.

Leadership and Implementation Frameworks

  • Mindset and Culture

    • Storytelling: Leadership must communicate success stories to the broader community, parents, and the media to counter controversial narratives. Communication is the "through line" of education.

    • Simon Sinek's Golden Circle: Start with "Why." If stakeholders understand the purpose, they are more likely to support the change.

    • The SETI Model (Dr. Helen Crompton): Identifies "belief" as the core of AI integration. If teachers and faculty believe a tool is effective, success rates are higher.

  • Tactical Advice

    • Go Slow to Go Fast: A mantra for superintendents. Deliberate planning and building relationships allow for more rapid scaling later.

    • Station Rotation Model: During board study sessions, use a station rotation where board members play with different tools (e.g., Gemini, ChatGPT) led by staff and students.

    • Dynamic Procurement: Traditional year-long pilots may no longer work because the technology changes too fast. Procurement must become more agile and flexible.

    • Curriculum Redesign: Instead of just adding a chatbot, lessons must be redesigned so that the "cognitive load" remains with the student. For example, a teacher might have students write an essay, then have ChatGPT and Claude write versions, and then have the student evaluate which AI was better and why.