Software

Measuring the economy with location data

Startup’s platform crunches anonymized smartphone GPS data to understand how people shop, work, and live.

March 27, 2018

Skydio, a San Francisco-based startup founded by three MIT alumni, is commercializing an autonomous video-capturing drone — dubbed by some as the “selfie drone” — that tracks and films a subject, while freely navigating any environment.

The autonomous “selfie drone”

Alumni’s video-capturing drone tracks moving subjects while freely navigating any environment.

March 13, 2018

"As the momentum builds, developers will be able to set up a ML [machine learning] apparatus just as they set up a database," says Max Kanter, CEO at Feature Labs. "It will be that simple."

ML 2.0: Machine learning for many

Automated data science tools developed by MIT and Feature Labs deliver their first AI product.

March 6, 2018

Clipart of someone with laptop and lab equipment

Startup makes labs smarter

Platform connects individual pieces of lab equipment, compiles data in the cloud for speedier, more accurate research.

January 25, 2018

Giant Otter Technologies, founded by artificial intelligence video game developer Jeff Orkin, an MIT Media Lab alumnus, has developed a platform that uses AI algorithms and crowdsourced annotators to build a natural-language database that helps chatbots expertly navigate human conversations.

Bots that talk more like people

AI platform allows chatbots to draw on robust language database to better navigate human conversation.

January 23, 2018

D. Fox Harrell is the director of the Imagination, Computation, and Expression Laboratory at MIT’s Computer Science and Artificial Intelligence Laboratory.

3Q: D. Fox Harrell on his video game for the #MeToo era

The computer scientist’s group has designed a game that gets players to reflect on sexual misconduct in the workplace.

January 19, 2018

An illustration of real-world behavioral commonalities in raw data of transactions.

Inventing the “Google” for predictive analytics

Platform analyzes big data to answer plain-language business queries in minutes instead of months.

December 19, 2017

A new MIT computer system speeds computations involving “sparse tensors,” multidimensional data arrays that consist mostly of zeroes.

Faster big-data analysis

System for performing “tensor algebra” offers 100-fold speedups over previous software packages.

October 30, 2017

A new machine-learning system analyzes successful repairs to buggy software and learns how to repair new bugs.

Bug-repair system learns from example

Automatic code-patching system corrects nearly twice as many errors as its predecessors.

September 28, 2017

Automatic code reuse

System makes modifications necessary to transplant code from one program into another.

September 19, 2017

MIT Professor Saman Amarasinghe’s undergraduate course on initiating and managing open-source development projects had no exams or problem sets. Assignments included consulting with mentors, interviewing users, writing a promotional plan — and, of course, leading the development of an open-source application.

Open-source entrepreneurship

New project-based course lets undergrads lead the development of open-source software.

August 11, 2017

Adriana Schulz, an MIT PhD student in the Computer Science and Artificial Intelligence Laboratory, demonstrates the InstantCAD computer-aided-design-optimizing interface.

Reshaping computer-aided design

CSAIL’s InstantCAD allows manufacturers to simulate, optimize CAD designs in real-time.

July 24, 2017

MIT researchers have designed new methods for paring down neural networks so that they’ll run more efficiently on handheld devices.

Bringing neural networks to cellphones

Method for modeling neural networks’ power consumption could help make the systems portable.

July 18, 2017

Inspectors assess the damage to a home on the Florida coast following Hurricane Matthew, which struck in October 2016.

Building to better weather the storm

New dashboard developed by the MIT Concrete Sustainability Hub helps builders calculate the breakeven cost of hazard mitigation in hurricane-prone areas.

June 13, 2017

At graduate school in Berkeley, professor Armando Solar-Lezama found himself part of a small community of researchers working on “program synthesis,” or the automatic generation of computer programs. His thesis project was a language called Sketch, which lets programmers describe program functionality in general terms and automatically fills in the computational details. After graduating from ...

Armando Solar-Lezama: Academic success despite an inauspicious start

Initially turned down by nearly every college he applied to, the computer scientist cleared his own path to MIT.

May 25, 2017

MIT News | Massachusetts Institute of Technology

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