Irene Tenison, Lalana Kagal and Anna Murphy of the Decentralized Information Group (DIG) developed a new method that could bring more accurate and efficient AI models to high-stakes applications like health care and finance (Credits:Credit: Adam Glanzman).
CSAIL article
Enabling privacy-preserving AI training on everyday devices

A new method developed by MIT researchers can accelerate a privacy-preserving artificial intelligence training method by about 81 percent. This advance could enable a wider array of resource-constrained edge devices, like sensors and smartwatches, to deploy more accurate AI models while keeping user data secure.

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External articles
Ask CSAIL: Who’s Using What Model

AI models are proliferating fast. There’s Claude, ChatGPT, Gemini, Copilot, DeepSeek, Grok, Mistral, Llama, and many more emerging every day. But which ones to work with? And why? We asked MIT CSAIL faculty and students which AI tools they’re reaching for right now. The responses showed a variety of preferences, a clear winner in one area, and a word of caution about what goes into any public model’s memory.

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The 30th Annual European Career Fair (ECF) at MIT

The MIT European Club is excited to announce the 30th Annual European Career Fair (ECF) on March 7th, 2026.

 

We would be thrilled to welcome your organization to this year’s ECF!

 

The MIT European Career Fair is the largest Europe-focused career fair in the United States, with 29 years of successful fairs. Each year, the ECF attracts over 2,000 students and more than 100 employers from across Europe.

 

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MIT Sloan Tech Summit
Bottlenecks to Breakthroughs: Building AI at Scale

MIT Sloan TECH Summit 2026 is a student-led conference at MIT, happening with support from CSAIL Alliances.

Alliances members receive 20% off at registration. Log in to your member account or check with your CRC for your discount code.

Learn more, see the full agenda, and register here. 

 

Member DiscountAlliances members are eligible for a discount for this program. Please log in to view discount instructions.
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Quadrature Tech Talk

The Quant-essential Qualities: Insider Insights for Thriving in Algorithmic Trading

Abstract: The world of quantitative trading is notoriously siloed, secretive, and intensely competitive. In this talk, Hanna and Dan will offer an insider's perspective on quant trading, sharing insights from our firm, and outline the key qualities you can cultivate to excel in the industry.

 

Daniel Goldbach, Quantitative Developer

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RBC Tech Talk

CSAIL Alliances & FinTechAI@CSAIL Board Member Royal Bank of Canada (RBC) Borealis AI Group will be at CSAIL on 9/22 in Kiva to deliver a technical talk from Dr. Greg Mori as well as connect with interested students for job opportunities. 

Talk Title: Foundation Model Challenges and Opportunities in Financial Services

Monday 9/22 in Kiva 32-G449 12-1pm EST.  Food will be served so please register for accurate food order!

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