Software
Software

Software

Artificial Intelligence Computer Science and Artificial Intelligence Laboratory (CSAIL) Deshpande Center Innovation and Entrepreneurship (I&E) MIT Schwarzman College of Computing Programming Software Startups

How an MIT research project became a global programming language

With millions of users across the world, Julia has been used to conduct cutting-edge research and to design new drugs, jet engines, heat pumps, and more.

Artificial Intelligence Automation Awards, honors and fellowships Computer modeling Department of Energy (DoE) Energy Graduate, postdoctoral Human-computer interaction Mechanical engineering Nuclear power and reactors Nuclear science and engineering Profile Renewable energy Research ROTC School of Engineering Software Students U.S. Armed Forces

Working to automate nuclear plant operations

PhD student Lauren Fortier is building on the experience she gained operating a nuclear plant for the Navy to solve a critical hurdle in the wider adoption of the energy source.

Artificial Intelligence Business and management Classes and programs Collaboration Computer science and technology cybersecurity Government Massive open online courses (MOOCs) MITx School of Architecture and Planning Software Technology and society Urban studies and planning

How MIT students are helping to prevent cyberattacks

Students from the MIT Cybersecurity Clinic help local governments and other vulnerable organizations defend against digital threats.

Artificial Intelligence Computer science and technology Lincoln Laboratory Programming Research Security and military studies Software U.S. Armed Forces

How novice coders can develop AI programs for military applications

A USAF cadet and a Lincoln Laboratory researcher found AI chatbots can help nontechnical service members produce viable software applications for their unique problems.

Algorithms Artificial Intelligence Computer Science and Artificial Intelligence Laboratory (CSAIL) Computer science and technology Data Defense Advanced Research Projects Agency (DARPA) Electrical engineering and computer science (EECS) Electronics machine learning MIT Schwarzman College of Computing Research School of Engineering Software Sustainability

Improving the speed and energy-efficiency of AI agents

A new system, known as Murakkab, optimizes the design and deployment of multistep workflows that power AI applications.

Algorithms Artificial Intelligence Electrical engineering and computer science (EECS) Game theory Human-computer interaction Laboratory for Information and Decision Systems (LIDS) machine learning MIT Schwarzman College of Computing Research School of Engineering Software

In game theory, generalists sometimes win out over specialists

Researchers show that for certain kinds of games, an overlooked class of algorithms performs much better than expected.

Algorithms Artificial Intelligence Computer science and technology Data machine learning Mathematics Research School of Science Software

Exposing biases, moods, personalities, and abstract concepts hidden in large language models

A new method developed at MIT could root out vulnerabilities and improve LLM safety and performance.

Algorithms Artificial Intelligence Computer Science and Artificial Intelligence Laboratory (CSAIL) Computer science and technology Electrical engineering and computer science (EECS) Human-computer interaction machine learning MIT Schwarzman College of Computing Programming Programming languages Research School of Engineering Software

Helping AI agents search to get the best results out of large language models

EnCompass executes AI agent programs by backtracking and making multiple attempts, finding the best set of outputs generated by an LLM. It could help coders work with AI agents more efficiently.

Artificial Intelligence Center for International Studies Classes and programs Collaboration Data Environment Europe Food Global Industry International initiatives Internships machine learning Mechanical engineering MISTI MIT Schwarzman College of Computing MIT Sea Grant Oceanography and ocean engineering Robotics School of Engineering School of Humanities Arts and Social Sciences sensors Software Students UAV Undergraduate Undergraduate Research Opportunities Program (UROP) Water

MIT Sea Grant students explore the intersection of technology and offshore aquaculture in Norway

AquaCulture Shock program, in collaboration with MIT-Scandinavia MISTI, offers international internships for AI and autonomy in aquaculture

3-D Artificial Intelligence Automation Computer modeling Design machine learning Mechanical engineering Research School of Engineering Software

New AI agent learns to use CAD to create 3D objects from sketches

The virtual VideoCAD tool could boost designers’ productivity and help train engineers learning computer-aided design.