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Maximum Feasible Yield vs Maximum Viable Yield: The Planning Consultant's Most Important Distinction
A client calls with an urban infill site. They want to know how much they can build — and how much they should pay for it. The consultant inputs the zoning parameters into a rule engine, generates the maximum volumetric envelope, and reports back: a...
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The Lottery Problem: Why AI Image Generation Fails Architectural Presentations
You need to show six material options for a client's floor: concrete, light oak, dark walnut, polished marble, white microcement, and reclaimed brick. The client needs to see them side by side and understand what each one does to the space. You...
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The Controlled Iteration Framework: A Plain-Language Guide to Spatially Consistent AI Imagery
Here is the simplest way to explain what the Controlled Iteration Framework does. Standard Midjourney prompting is a slot machine. You put in a prompt; you get out an image. Put in the same prompt with one word changed; you get out a completely diff...
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The Building Regulations Every Interior Designer Using AI Must Know
Here is the moment in the AI-assisted interior design workflow where most errors occur: the Technical Translation Brief is drafted. The constraint sheet is attached. The drafting team receives the spatial brief. The word "compliance" does no...
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The Concept-to-Translation Problem: Why Your AI Interior Design Images Can't Be Built
Midjourney generates a beautiful concept image in 30 seconds. The proportions look right. The atmosphere is perfect. The materials feel real. Your client approves it. Then the image goes to the drafting team — and it falls apart. The concept looks o...
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From Site Parameters to Client Advice: The Four-Step Planning Feasibility Workflow
A planning consultant receives a call from a developer client. They have an option on a 0.4-hectare urban infill site in the London Borough of Islington. They need to know the maximum development potential before they exchange. Under a traditional w...
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Cover design in black and white for The Environmental Targets That Actually Matter.
The Environmental Targets That Actually Matter for Early-Phase Massing (And How Forma Tests Them).
One of the most important decisions in the Autodesk Forma workflow is one that most architects get wrong — not because they lack technical knowledge, but because they make it in the wrong order. They generate permutations first, review the results, ...
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