Artificial intelligence at gsapp

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Artificial Intelligence at GSAPP

I. Artificial Intelligence Tools

AI Toolkit: Columbia’s Secure AI Workspace

AI Toolkit is Columbia University’s secure AI platform.

AI Toolkit can be accessed directly through this link, and more information is available here.

All Columbia users are granted a daily allocation of $0.15 — based on actual daily usage.

GSAPP Full Time Faculty & Students will automatically be granted double this allocation.

This resource provides access to multiple leading large language models, in a secure environment, for each user, and includes many of the cutting-edge models such as:

Anthropic [Claude Opus 4.8]
Open AI [ChatGPT Sol 5.6]
Google [Gemini Pro 3.1]

Token efficiency can also be vastly improved by mixing and matching the other 25+ AI models available to the Columbia University community.

AI Toolkit at GSAPP: Best Models for Design & Visual Analysis

Each of the leading large language models available in the AI Toolkit offer different opportunities for GSAPP students to research, analyze, synthesize and generate images and other visual data.

Best Models by Task

Task	Best Pick	Why
Image Generation (concept, atmosphere, mood, ideation)	Columbia Image Generation Agent	Native, CU-approved, in-Toolkit — no data leaves the Columbia-governed environment
Visual Image Analysis (critique renderings, boards, drawings)	GPT-5.6 Sol	Best current multimodal reasoning for structured critique
Multi-Sheet Set Review	Claude Opus 4.8	Long-context strength for cross-sheet consistency
Prompt Engineering for the Image Agent	GPT-5.6 Luna or Claude Sonnet 5	Produce precise, controlled prompts to feed the Image Agent
Research & Theory Synthesis	Claude Opus 4.8	Deep PDF reading and nuanced synthesis
Methodology Pressure-Testing	o3	Reasoning-focused; finds logical flaws
Fast Iteration	Gemini Flash 3.6	Low-cost, quick turnaround

AI on GSAPP Workstations: AI Integrated Design Software + Plugins

Your GSAPP workstation also has several AI-integrated apps/plugins, for example:

Firefly
Rhino/Grasshopper (Ladybug/Honeybee AI plugins)
SketchUp Pro (SketchUp Diffusion AI rendering)

There are 16+ other apps/plugins on your GSAPP workstation that have AI capabilities.

GSAPP Design-Tool AI Integrations

Application	AI Feature	Version
Firefly	Generative Fill & Expand	v25.0 (Sep 2023)
Illustrator	Generative Recolor / Text to Vector	v28.0 (Oct 2023)
Lightroom Classic	AI Denoise / AI Masking	v12.3 (Apr 2023)
Premiere Pro	Text-Based Editing / Enhance Speech	v24.2 (Feb 2024)
After Effects	Roto Brush 3.0 (AI-powered)	v24.0 (Oct 2023)
Audition	Remix (AI timing)	v22.0 (Oct 2021)
Rhino / Grasshopper	AI plugins (Ladybug/Honeybee)	Rhino 8 via API
SketchUp Pro	SketchUp Diffusion (AI rendering)	Nov 2023 (2021+)
V-Ray	NVIDIA AI Denoiser	V-Ray 3.6 (~2017)
Blender	Intel Open Image Denoise (AI)	v2.81 (Nov 2019)
Enscape	AI Material Generator (Beta)	v4.0 (2024/2026)
Lumion	AI Image Upscaler	Lumion 2024 (Mar 2024)
Autodesk Revit	Generative Design	Revit 2021 (Apr 2020)
Autodesk Maya	ML Deformer / AI Retopology	Maya 2022 (Mar 2021)
ArcGIS Pro	Deep Learning Libraries / Object Detection	v2.3 (Jan 2019)
One-Click LCA	Carbon Designer AI	Announced 2023
Unity	Unity Muse & Unity Sentis	2023.2 / Unity 6

Additional AI Design Tools

(Not currently available via CU/GSAPP — but might be of interest for faculty/students’ personal laptops, and potentially for future GSAPP workstation builds.)

II. AI Training & Best Practices

Columbia University Resources

Other (non-CU) Generative AI Resources

Resources for Faculty

III. Questions & Support

AI in your GSAPP Course or Program

For questions about the use of artificial intelligence in your particular program, course, or project, please check with your program manager, instructor and/or syllabus for the specific class.

AI Toolkit (CU Large Language Models)

For feedback and support regarding the large language models included with your AI Toolkit access, please send an email to aitools@columbia.edu.

GSAPP Software (AI or otherwise)

For feedback and support regarding the AI-integrated software installed on your GSAPP studio workstations, please send an email to askGSAPPIT@columbia.edu.