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Top row, left to right: Matthew Caren, April Qiu Cheng, Arav Karighattam, and Benjamin Lou. Bottom row, left to right: Isabelle Quaye, Albert Qin, Ananthan Sadagopan, and Gianfranco (Franco) Yee (Credits: Photos courtesy of the Hertz Foundation).
CSAIL article

The Hertz Foundation announced that it has awarded fellowships to eight MIT affiliates. The prestigious award provides each recipient with five years of doctoral-level research funding (up to a total of $250,000), which gives them an unusual measure of independence in their graduate work to pursue groundbreaking research.

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alt="SketchAgent uses a multimodal language model to turn natural language prompts into sketches in a few seconds. It can doodle on its own or through collaboration, drawing with a human or incorporating text-based input to sketch each part separately (Credits: Alex Shipps/MIT CSAIL, with AI-generated sketches from the researchers)."
CSAIL article

When you’re trying to communicate or understand ideas, words don’t always do the trick. Sometimes the more efficient approach is to do a simple sketch of that concept — for example, diagramming a circuit might help make sense of how the system works.

But what if artificial intelligence could help us explore these visualizations? While these systems are typically proficient at creating realistic paintings and cartoonish drawings, many models fail to capture the essence of sketching: its stroke-by-stroke, iterative process, which helps humans brainstorm and edit how they want to represent their ideas.

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A new color-correcting tool, SeaSplat, reconstructs true colors of an underwater image, taken in Curacao. The original photo is in the left, and the color-corrected version made with SeaSplat is on the right (Credits: Courtesy of the researchers).
CSAIL article

The ocean is teeming with life. But unless you get up close, much of the marine world can easily remain unseen. That’s because water itself can act as an effective cloak: Light that shines through the ocean can bend, scatter, and quickly fade as it travels through the dense medium of water and reflects off the persistent haze of ocean particles. This makes it extremely challenging to capture the true color of objects in the ocean without imaging them at close range.

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From fish to machines: The natural ‘control law’ of fish was embedded in swarms of robotic cars, drones, and boats (Credit: Christian Ziegler/Max Planck Institute of Animal Behavior).
CSAIL article

Fish are masters of coordinated motion. Schools of fish have no leader, yet individuals manage to stay in formation, avoid collisions, and respond with liquid flexibility to changes in their environment. Reproducing this combination of robustness and flexibility has been a long-standing challenge for human engineered systems like robots. Now, using virtual reality for freely-moving fish, a research team based in Konstanz has taken an important step towards that goal.

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Ray and Maria Stata Center
CSAIL article

An estimated 20% of every dollar spent on manufacturing is wasted, totaling up to $8 trillion a year, more than the entire annual budget for the U.S. federal government. While industries like healthcare and finance have been rapidly transformed by digital technologies, manufacturing has relied on traditional processes that lead to costly errors, product delays, and an inefficient use of engineers’ time.