Research notes · BrickGPT paper
Inside the BrickGPT Paper: Text to Stable Brick Structures
How the ICCV 2025 BrickGPT paper combines stable training data, next-brick prediction, placement checks and physics-aware rollback.
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BrickGPTPractical guides for brick builders
Photo tutorials, classroom activities and maker workflows. Follow a guide, inspect the examples and take a useful worksheet with you.
Research notes · robotics
WorkBenchMark: Planning LEGO Duplo Assembly by Disassembly
A technical reading of 400 robotic assembly tasks and the perception, reverse planning and collision-aware execution baseline.
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Research notes · spatial reasoning
LEGO-Puzzles: Testing Multi-Step Spatial Reasoning in AI
How LEGO-Puzzles measures visual understanding, assembly dependencies, long-range planning and generated intermediate states.
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For clubs & creative centers · Beginner
LEGO Club Activities: A 60-Minute Build-and-Share Workshop
Run a mixed-brick club session with a timed plan, rotating roles, a printable challenge sheet and an optional model-video showcase.
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LEGO Storytelling Lesson Plan: Build, Sequence and Explain
Teach story sequence with a 45-minute brick-building lesson, a printable storyboard, partner feedback and an optional AI-media comparison.
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BrickLink Studio Instructions Tutorial: Model to Test Build
Practice a BrickLink Studio instruction workflow with a five-part LDraw model, step planning, page checks and a printable test-build checklist.
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Prompt templates
Brick Model Image Prompts: Cars, Mechs & Buildings
Copy three complete brick-model image prompts, adjust the subject and camera, and fix obscured or inconsistent results before making a visual steps board.
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Photo checklist
Model Photo to AI Build Steps: Preparation & Fixes
Prepare a finished model photo for AI build steps: fix crops, shadows and clutter, then check the board and video for changes before using the output.
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AI LEGO Instructions: Can You Actually Build From Them?
Choose between official set instructions, a verified CAD model and AI visual steps. Use a five-point checklist to judge whether an output is buildable.
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