Studio Matrx Monthly · Volume 1 · Issue 5 · October 2026
Amogh N P
✦ In loving memory of Amogh N P — Architect · Designer · Visionary ✦
Design Journal

Ideas, trends & design stories.

Tips on interior design, AI in home styling, and inspiration for Indian homes.

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Human-in-the-Loop Architecture: Why Designers Must Remain in Control02
Human-in-the-Loop ArchitectureAI in Architecture

Human-in-the-Loop Architecture: Why Designers Must Remain in Control

Human-in-the-Loop Architecture offers a powerful alternative to autonomous AI design. By combining generative intelligence, simulation and optimisation with human creativity, contextual understanding, ethical judgement and professional accountability, architects can harness AI while remaining firmly in control of the decisions that shape our built environment.

17 Sept 202610 min read
AI Hallucinations in Architecture: When Generated Designs Become Dangerous03
AI hallucinations in architecturearchitectural AI hallucinations

AI Hallucinations in Architecture: When Generated Designs Become Dangerous

AI hallucinations in architecture can transform convincing digital outputs into inaccurate designs, false code interpretations, impossible geometry and unreliable BIM decisions. This article examines architectural AI hallucinations, their risks, causes and consequences, and explains how RAG, simulation, BIM validation and human verification can create safer AI-assisted design workflows.

16 Sept 202610 min read
Can AI Understand Architectural Context?04
AI in architecturearchitectural context AI

Can AI Understand Architectural Context?

Can AI truly understand architectural context? Explore how artificial intelligence interprets climate, urban fabric, culture, history, vernacular architecture and human experience—and why the future of design may lie in architect-led, AI-augmented contextual intelligence.

16 Sept 202610 min read
Building Your Own Architectural AI Agent05
architectural AI agentAI agents for architects

Building Your Own Architectural AI Agent

Learn how architects can build their own AI agents by combining large language models, BIM, RAG, design knowledge, simulation tools and multi-agent systems to create intelligent digital collaborators for design, compliance, sustainability, documentation and project workflows.

14 Sept 202610 min read
AI Material Selection: Matching Aesthetics, Performance and Budget06
AI material selectionAI in architecture

AI Material Selection: Matching Aesthetics, Performance and Budget

Discover how AI is transforming architectural material selection by balancing aesthetics, performance, sustainability and budget. From intelligent material databases and BIM integration to lifecycle costing and multi-objective optimisation, AI can help architects identify better materials while preserving human creativity, contextual judgement and design intent.

10 Sept 202611 min read
AI-Assisted Space Planning for Apartments07
AI-assisted space planningapartment space planning

AI-Assisted Space Planning for Apartments

AI-assisted space planning is transforming apartment design by combining generative algorithms, graph-based planning, simulation and multi-objective optimisation. This article explores how architects can use AI to generate, evaluate and refine residential layouts while balancing functionality, daylight, ventilation, privacy, accessibility, energy performance and human-centred design.

8 Sept 20269 min read
Can AI Generate Buildable Floor Plans?08
AI floor plan generationbuildable floor plans

Can AI Generate Buildable Floor Plans?

Can AI truly generate buildable floor plans? This article explores how generative AI, graph-based planning, BIM integration, code checking, simulation and performance optimisation are transforming floor-plan design from visual plausibility toward construction-ready architectural intelligence.

7 Sept 20269 min read
Neural CAD: Could AI Change How Architects Draw Buildings?09
Neural CADAI in architecture

Neural CAD: Could AI Change How Architects Draw Buildings?

Explore how Neural CAD could transform architectural design by enabling AI to generate, understand and modify precise, editable building geometry. From conversational drawing and generative floor plans to BIM, simulation and compliance checking, Neural CAD may redefine how architects draw, evaluate and ultimately design buildings.

7 Sept 202611 min read
Generative AI vs Generative Design: What Architects Need to Know10
generative AI architecturegenerative design architecture

Generative AI vs Generative Design: What Architects Need to Know

Generative AI and Generative Design are reshaping architectural practice in different but complementary ways. This article explains how each technology works, where they differ, how they can be combined, and why architects must increasingly become curators, system thinkers, and responsible decision-makers.

5 Sept 202610 min read
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