AI Implications Framework

Understanding the environmental and societal impact of AI systems through a structured, multi-dimensional lens.

Two umbrellas. Multiple categories. One connected system.

The framework is divided into AI Ecology and AI Justice

Human, ethical, and social dimensions of AI, including fairness, accessibility, governance, and labor impact.

Environmental and infrastructural dimensions of AI, from energy demand to material and system-level footprint.