Technology-as-amplifier: learning technology intensifies and scales the impacts of design tradeoffs in either direction¶

Theory · All theories
Evidence · no claims cited

Description¶

The report's central framing metaphor holds that technology amplifies whatever design choices surround it: "learning technology can take an aspect of a learning process and emphasize it, refine it, intensify it, and scale it widely. This can be good or bad; undesirable or desirable effects on learning can scale with equal ease." Because integration is accelerating, the report argues the amplifier knob is going from low to high, so suboptimal choices can quickly have widespread effects, including magnifying learning loss for some students. This motivates urgent planning for equitable, ethical, effective AI.

Design Implications¶

Context¶

Requirements¶

• Design teams explicitly analyze tradeoffs (e.g., more matched practice time versus less social-skill learning) before scaling technology

Constraints¶

• The metaphor is an argumentative framing, not an empirically tested model

Target Learners¶

• All learners affected by scaled learning technologies

Target Learning Objectives¶

• Anticipating and mitigating inequitable impacts of learning technology design decisions

Claims¶

Related Theories¶

• The electric bike vision of human-centered educational technology
• Five new design concepts for AI in learning: orchestrating, augmenting, expanding natural interactions, broadening competencies, and revealing connections
• Digital well-being as a healthy, intentional relationship with technology

Examples¶

• Position AI as an instrumental adjunct that amplifies, rather than attenuates, students' direct experiential engagement

Key Sources¶

• Roschelle, J., Lester, J. & Fusco, J. (Eds.) (2020). AI and the future of learning: Expert panel report [Report]. Digital Promise. https://circls.org/reports/ai-report. doi:10.51388/20.500.12265/106