AI Essentials & Automation Pathway
Ethical AI and Automation for Real-World Problem Solving
The AI Essentials & Automation Pathway introduces students to the responsible use of artificial intelligence and automation through project-based, real-world problem solving. The pathway is designed to align with New Tech High School’s instructional model and California Career Technical Education (CTE) expectations, emphasizing student agency, ethical reasoning, and applied learning rather than technical specialization or speculative use.
This pathway prepares students to understand how AI and automation systems are used across industries, how they impact people and organizations, and how they can be applied thoughtfully to solve authentic problems in education, business, government, and community contexts.
Instruction is structured to support flexible implementation within existing courses or project-based learning blocks and does not require the creation of a new standalone course for pilot use.
Instructional Design & Pedagogical Alignment
The pathway is explicitly aligned with Gold Standard Project-Based Learning principles as articulated by the Buck Institute for Education, including:
- Challenging, real-world problems grounded in authentic AI and automation use cases
- Sustained inquiry through multi-week projects rather than isolated assignments
- Student voice and choice in project direction and solution design
- Critique, revision, and reflection supported by clear rubrics
- Public products, such as presentations or demonstrations of applied learning
Teachers serve as facilitators and project coaches, guiding inquiry and assessment while students engage in hands-on, interdisciplinary work.
Student Experience
Students in the pathway engage in:
- Ethical exploration of AI and automation technologies
- Scenario-based and simulated applications (no live systems or real-world risk)
- Collaborative problem-solving and iterative project development
- Creation of portfolio-ready artifacts demonstrating applied understanding
- Presentation of work to an authentic audience, such as educators, peers, or community stakeholders
No prior computer science or AI experience is required. The pathway is designed for equitable access and scaffolded entry.
Safety, Ethics, and Guardrails
The pathway is designed with strong instructional guardrails appropriate for K–12 learning environments:
- No financial speculation, trading, or investment activities
- No deployment of live AI systems affecting real people or data
- Use of sandboxed, simulated, or non-production environments only
- Emphasis on human-in-the-loop decision making, bias awareness, and data privacy
- Alignment with student data privacy expectations (FERPA, SOPIPA, AB 1584)
Assessment & Outcomes
Assessment is performance-based, focusing on demonstrated understanding rather than rote knowledge. Evidence of learning may include:
- Project artifacts and documented workflows
- Ethical impact analyses
- Reflection and revision cycles
- Capstone-style presentations
Completion of the pathway supports College & Career Indicator (CCI) readiness and may be reported as part of an approved CTE sequence when embedded within district-approved courses.
Implementation Flexibility
For pilot use, the AI Essentials & Automation Pathway may be implemented as:
- An embedded project sequence within an existing course or PBL block, or
- An asynchronous module set supervised by a district-identified teacher of record
The pathway does not require additional staffing, new credentials, or changes to existing FTE allocations.
