Research lab
MIT research lab studying computer science and AI, spanning robotics, security, machine learning, and computational systems.
MIT CSAIL's VISTA harness raised Claude Opus 5.0's ARC-AGI-3 action-efficiency score from 40.68 to 100 without retraining or replacing the model. The comparison holds the model fixed, so the lift comes from the interface built around it.
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Novices using InstructMesh, a tool from MIT CSAIL, Google and Northeastern, found and fixed flaws in AI-generated 3D models about 90 percent of the time. An expert graded the edited designs, so how the printed objects perform is still an open question.
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MIT researchers used an AI algorithm to reformulate mRNA vaccine nanoparticles that stay stable for a year at room temperature and two months near 38C. In mice the shots matched a Moderna-like vaccine. The lab says the change could loosen the ultracold cold chain.
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Liquid AI shipped a 279.5-million-parameter draft model for LFM2.5-VL-3B on September 24, reporting 2.30x to 3.13x faster decoding on an Apple M5 Max. Image encoding and prompt prefill are unchanged, and the company's tests did not cover quantized deployments.
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Existing 2D/3D registration models align well for some patients and fail for others. MIT's xvr, out today in Nature, fits itself to one patient in about five minutes, then matches that patient's X-rays to their 3D scan in seconds.
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The MIT and Motional method, published in Nature, routes a pretrained planner's final decision through concepts a person can read, which is how the team claims faithful explanations and unchanged driving at once.
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CSAIL researchers timed an interrupt to land inside the gap AMD's saferet defense leaves open, then pulled the root password file off a current Linux kernel. AMD has shipped a mitigation. Intel's picture is messier.
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The study reports that any one sample or creator can usually be removed from a large training set without changing a given output. Per-item credit schemes need a mechanism this result denies them.
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