Los avances y el desarrollo de la tecnología en distintas herramientas, software y hardware, generan grandes implicancias en el proceso de la concepción del diseño arquitectónico. Dentro de ella, la inteligencia artificial puede marcar un punto de quiebre en la relación entre las máquinas y los arquitectos. Al brindarle a las máquinas una mayor capacidad de inteligencia, razonamiento y sensibilidad, los arquitectos podrán analizar con mayor profundidad un programa arquitectónico, pudiendo producir una gran cantidad de ideas y variables en las propuestas, tomando incluso distintos lenguajes arquitectónicos previamente aprendidos y modificando su propia labor en el proceso de diseño.

By 2050, 68% of the global population will reside in cities, driving rapid urban growth and intensifying demand for scarce ecological resources within the Water-Food-Energy nexus. Social metabolism quantifies energy and material transformations with a social focus, building upon urban metabolism. Its application in resource-scarce informal settlements (ISs) has the potential to enhance their sustainability significantly. As community dynamics evolve, acknowledging society as a dynamic variable within this framework becomes increasingly relevant. Our study employs the Multi-Scale Integrated Analysis of Societal and Ecosystem Metabolism (MuSIASEM) framework, focusing on key variables: human activity, land use, money, energy, water, waste, and food. Based on surveys, interviews, GIS datasets, and statistical information, the study investigates the Ciudad de Gosen IS in Lima, Peru. The resul...

Informal settlements (IS) present a complex system of social, economic, and ecological interactions that arise spontaneously and unplanned in urban areas and require a forward-looking and comprehensive approach to address their socio-ecological interactions. Moreover, an IS is conceptually considered a sub-system within a broader urban system, interacting with and influenced by internal and external factors. This study aims to model these interactions and factors using System Dynamics (SD), with the objective of simulating and evaluating decisions, actions, and their dynamic consequences concerning settlement consolidation (e.g., enhancing and optimizing urban areas) and improving women's access to formal employment opportunities. Consequently, a 10 year framework SD model for five scenarios was developed, including: (S0) Business as Usual (BAU); (S1) Time quality scenario; (S2) Women in...