Engineering in the Age of AI.
AI First Engineering explores how engineering education, engineering practice, and engineering organizations may evolve as artificial intelligence becomes a continuously available collaborator in engineering work.
Help define how engineering changes with AI.
AI First Engineering is built around the idea that artificial intelligence is more than another engineering software tool. It may fundamentally change how engineers formulate problems, interact with computational systems, develop models, analyze data, validate results, collaborate, and make decisions.
Our goal is to explore that transformation through education, engineering resources, research, AI agents, and eventually professional engineering applications and solutions.
AI as a teammate. Engineers as leaders.
AI can accelerate the creation of models, code, simulations, analyses, and ideas. But faster generation does not guarantee engineering validity.
Human engineers remain responsible for physical understanding, assumptions, validation, interpretation, professional judgment, and engineering decisions.
A core principle of AI First Engineering is:
AI accelerates creation. Engineering judgment provides validation.
From commands to engineering intent.
Engineering interaction with computers has evolved from punch cards and rigid commands toward graphical interfaces and increasingly natural interaction.
Conversational Engineering explores the next stage: engineers communicating intent through language, voice, images, sketches, equations, data, and other multimodal interaction while AI-enabled systems assist with modeling, computation, interpretation, and validation.
The future of engineering may be bothAI-Augmented and conversational.
Six connected pillars.
AI First Engineering is being designed as a long-term ecosystem, not simply a collection of course materials or downloadable files.
Learning Platform
Books, courses, laboratories, videos, and structured engineering learning.
Resource Library
Engineering simulations, applications, animations, and computational tools.
AI Agents
Specialized conversational assistants for engineering learning and workflows.
Research & Innovation
Developing and studying emerging forms of AI-augmented engineering practice.
Consulting
Future professional application of AI and engineering expertise.
Solutions
Future scalable engineering tools, software, workflows, and technologies.