Computer Science and Artificial Intelligence Laboratory (CSAIL)

Researchers will present a new general-purpose technique for making sense of neural networks trained to perform natural-language-processing tasks, in which computers attempt to interpret freeform texts written in ordinary, or natural language (as opposed to a programming language, for example).

How neural networks think

General-purpose technique sheds light on inner workings of neural nets trained to process language.

September 8, 2017

MIT President L. Rafael Reif, left, and John Kelly III, IBM senior vice president, Cognitive Solutions and Research, shake hands at the conclusion of a signing ceremony establishing the new MIT–IBM Watson AI Lab.

IBM and MIT to pursue joint research in artificial intelligence, establish new MIT-IBM Watson AI Lab

IBM plans to make a 10-year, $240 million investment in new lab with MIT to advance AI hardware, software, and algorithms.

September 7, 2017

Anantha Chandrakasan, dean of MIT’s School of Engineering, who negotiated the collaboration on behalf of MIT, speaks during the signing of the agreement with representatives of IBM.

3Q: Anantha Chandrakasan on new MIT–IBM Watson AI Lab

Lab seeks to expand the boundaries of research on artificial intelligence.

September 7, 2017

“The concept of my startup is, ‘Let’s use hacker tools to defeat hackers,’” PhD student Gregory Falco says. “If you don’t know how to break it, you don’t know how to fix it.”

Gregory Falco: Protecting urban infrastructure against cyberterrorism

PhD student works at the intersection of urban planning and computer science.

September 5, 2017

Researchers from CSAIL have devised a new system for data center caching that uses flash memory. In addition to costing less and consuming less power, a flash caching system could dramatically reduce the number of cache servers required by a data center.

Making data centers more energy efficient

Flash-memory system could reduce power consumption of data center “caches” by 90 percent.

August 30, 2017

ComText allows robots to understand contextual commands such as, “Pick up the box I put down.”

Robot learns to follow orders like Alexa

ComText, from the Computer Science and Artificial Intelligence Laboratory, allows robots to understand contextual commands.

August 30, 2017

Researchers have come up with a new approach to network monitoring that provides great flexibility in data collection while keeping both the circuit complexity of the router and the number of external analytic servers low.

Monitoring network traffic more efficiently

Programming language plus simple circuit design could let routers report on their own operation.

August 23, 2017

Interactive Robogami enables the fabrication of a wide range of robot designs.

Custom robots in a matter of minutes

CSAIL’s “Interactive Robogami” lets you design and 3-D print origami-inspired robots from 2-D designs.

August 23, 2017

Using machine learning to improve patient care

New CSAIL research employs many types of medical data, including electronic health records, to predict outcomes in hospitals.

August 21, 2017

In experiments, Pensieve could stream video with 10 to 30 percent less rebuffering than other approaches, and at levels that users rated 10 to 25 percent higher on key “quality of experience” metrics.

High-quality online video with less rebuffering

CSAIL’s machine-learning system enables smoother streaming that can better adapt to different network conditions.

August 14, 2017

Researchers have devised a new way to monitor sleep stages without sensors attached to the body. Their device uses an advanced artificial intelligence algorithm to analyze the radio signals around the person and translate those measurements into sleep stages: light, deep, or rapid eye movement (REM).

New AI algorithm monitors sleep with radio waves

Patients with sleep disorders could be studied nonintrusively at home using wireless signals.

August 6, 2017

MIT researchers have developed a new design system that catalogues the physical properties of a huge number of tiny cube clusters. These clusters can then serve as building blocks for larger printable objects.

Designing the microstructure of printed objects

Software lets designers exploit the extremely high resolution of 3-D printers.

August 3, 2017

A new system can automatically retouch images in the style of a professional photographer. It can run on a cellphone and display retouched images in real time.

Automatic image retouching on your phone

System can apply a range of styles in real-time, so that the viewfinder displays the enhanced image.

August 1, 2017

Featured video: A self-driving wheelchair

Autonomous wheelchair developed by researchers at MIT and in Singapore promises improved independence for the disabled.

July 26, 2017

Maryann Gong '17 is the first Division III student-athlete to capture consecutive CoSIDA Academic All-America of the Year honors.

Maryann Gong earns second-straight Division III Academic All-America of the Year Award

Computer science major is the first Division III student-athlete to earn the honor in back-to-back years and just the second overall in the NCAA.

July 24, 2017

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