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Provably Secure Large Language Models

Technology / Case number: #25397
Andrei Barbu / Abdulrahman Alabdulkareem / Christian Arnold / Juan Ignacio Cases / Boris Katz
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science
Impact Areas: Advanced Materials
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Cancellation of Unwanted Interactions in a Superconducting Quantum Architecture

Technology / Case number: #21852J
William Oliver / Simon Gustavsson / Roni Winik / Catherine Leroux / Alexandre Blais / Agustin Di Paolo
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science / Electronics & Photonics
Impact Areas: Connected World, Advanced Materials
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Software and Methods for Controlling Neural Responses in Deep Brain Regions

Technology / Case number: #20652M
James DiCarlo / Pouya Bashivan / Kohitij Kar
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Biotechnology / Computer Science
Impact Areas: Healthy Living, Uncharted Frontiers
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Teaching Robots Generalizable Trajectories by Demonstration Using Wearable Sensors

Technology / Case number: #23629
Daniela Rus / Joseph DelPreto
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science / Industrial Engineering & Automation
Impact Areas: Uncharted Frontiers, Connected World
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Visual Dexterity: In-hand Dexterous Manipulation from Depth

Technology / Case number: #24851
Tao Chen / Pulkit Agrawal / Edward Adelson / Megha Tippur
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Communication Systems / Industrial Engineering & Automation
Impact Areas: Uncharted Frontiers
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DeepHybrid: Learned Hybrid Trajectory Prediction via Factored Inference and Adaptive Sampling

Technology / Case number: #23569J
Guy Rosman / Igor Gilitschenski / Stephen McGill / Ashkan M. Jasour / Xin Huang / John Leonard / Brian Williams
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science / Industrial Engineering & Automation
Impact Areas: Advanced Materials
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Learning an Explainable Trajectory Generator Using the Automaton Generative Network

Technology / Case number: #23571J
Daniela Rus / Guy Rosman / Sertac Karaman / Minoru Araki / Igor Gilitschenski / Cristian-Ioan Vasile / Xiao Li
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science
Impact Areas: Advanced Materials
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TSV Qubit

Technology / Case number: #22218L
Andrew Kerman / William Oliver / Donna-Ruth Yost / Danna Rosenberg / Jonilyn Yoder / Wayne Woods / Mollie Schwartz / Cyrus Hirjibehedin / Justin Mallek / Thomas Hazard
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Computer Science / Electronics & Photonics
Impact Areas: Advanced Materials
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Diagnosis of Malignancy Using Developmental Relationships and Machine Learning

Technology / Case number: #23356
Salil Garg / Enrico Moiso
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Biotechnology / Computer Science / Drug Discovery and Research Tools
Impact Areas: Healthy Living
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Low-Pressure, Compact Inline Pressure-Compensating Drip Emitter

Technology / Case number: #24489
Amos Winter / Aditya Avinash Ghodgaonkar
Technology Areas: Agriculture & Food
Impact Areas: Sustainable Future
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Controller for Management of Optimal Schedules, used with Renewable-Energy Powered Irrigation Systems

Technology / Case number: #24578
Amos Winter / Georgia Van de Zande / Fiona Grant / Shane Pratt / Carolyn Sheline / Simone Gelmini
Technology Areas: Agriculture & Food / Environmental Engineering / Industrial Engineering & Automation
Impact Areas: Sustainable Future
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In-Pipe Leak Detection System

Technology, Tangible Property / Case number: #19034JC
Rached Ben-Mansour / You Wu / Kristina Kim / Michael Henry / Kamal Youcef-Toumi
Technology Areas: Agriculture & Food / Environmental Engineering / Sensing & Imaging
Impact Areas: Sustainable Future
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Data Driven Material Discovery System

Technology / Case number: #21835J
Wojciech Matusik / Michael Foshey / Timothy Erps / Wan Shou / Mina Lukovic / Klaus Stoll / Bernhard Von Vacano / Hanns-Hagen Goetzke / Mina Konakovic Lukovic
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Industrial Engineering & Automation
Impact Areas: Advanced Materials
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Oleogel Drug Delivery Systems for Pediatric Applications

Technology / Case number: #22116J
Carlo Giovanni Traverso / Ameya Kirtane / Robert Langer / Aniket Wahane / Christina Karavasili
Technology Areas: Agriculture & Food / Chemicals & Materials / Drug Delivery
Impact Areas: Healthy Living, Advanced Materials
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Machine Learning for the Design of Cancer Vaccine Adjuvants

Technology / Case number: #21680J
Carlo Giovanni Traverso / Ameya Kirtane / Daniel Reker / Robert Langer / Lewis Scott Jones / Hyunjoon Kim / Netra Rajesh
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Chemicals & Materials / Drug Delivery / Therapeutics
Impact Areas: Healthy Living, Uncharted Frontiers
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EOG-IMU Glasses for Free-Moving Use

Technology / Case number: #25702
Kamal Youcef-Toumi / Xiaotong Zhang / Lianming Hu
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Communication Systems / Computer Science
Impact Areas: Connected World
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Learning Closed-Loop Control Policies for Manufacturing

Technology / Case number: #23744J
Wojciech Matusik / Piotr Didyk / Michael Foshey / Szymon Rusinkiewicz / Bernd Bickel / Michal Piovarèi
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Industrial Engineering & Automation
Impact Areas: Sustainable Future
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Physics-Enhanced Deep Surrogates for PDEs

Technology / Case number: #24132J
Youssef Mroueh / Payel Das / Raphael Pestourie / Christopher Rackauckas / Steven Johnson
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML)
Impact Areas: Connected World
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A Graph Approach for Protein Structure Prediction via Machine Learning based Correction

Technology / Case number: #24267J
Markus Buehler / Benedetto Marelli / Pin-Yu Chen / Lingfei Wu / Siyu Huo / Federica Rigoldi / Kai Guo
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Biotechnology / Computer Science
Impact Areas: Healthy Living
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Decoding via Guessing Noise

Technology / Case number: #20169J
Jiange Li / Kenneth Duffy / Muriel Medard
Technology Areas: Artificial Intelligence (AI) and Machine Learning (ML) / Communication Systems / Computer Science
Impact Areas: Uncharted Frontiers
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The technologies listed represent a selection of the MIT intellectual property protected by the TLO.

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