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Context-Aware Dataset Sharing and Trading System
THE CHALLENGE
The core challenge for businesses in data-driven sectors like manufacturing, healthcare, and finance is how to securely and effectively collaborate on AI development without exposing sensitive or proprietary data. While combining datasets from different organizations can significantly improve AI model accuracy, current approaches such...
Published: 10/8/2025
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Inventor(s): Ran Jin, Yingyan Zeng
Keywords(s):
Category(s): Technology Classifications > Software, Technology Classifications > Computer Science
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P4Control: Line-Rate Cross-Host Attack Prevention via In-Network Information Flow Control Enabled by Programmable Switches and eBPF
THE CHALLENGE
Modern targeted attacks, such as Advanced Persistent Threats (APTs), often use multiple hosts as stepping stones and move laterally across them to gain deeper access to the network to access unauthorized resources or exfiltrate sensitive data. These sophisticated cross-host attacks present significant challenges to existing security...
Published: 10/8/2025
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Inventor(s): Osama Bajaber, Bo Ji, Peng Gao
Keywords(s):
Category(s): Technology Classifications > Security, Technology Classifications > Software
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Temporally Patterned Simulation Script/Algorithm/Software for the Treatment of Brain Injury, Neurodegenerative Diseases, and Psychiatric Disorders
THE CHALLENGE
The key challenge associated with stimulation based neurological treatment lies in bridging the gap between cutting-edge neuroscience and the current limitations of commercial neuromodulation devices, which largely rely on outdated, fixed-frequency stimulation protocols. Despite mounting evidence that the brain’s response to therapy...
Published: 10/8/2025
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Inventor(s): Michael Friedlander, Quentin Fischer, Djanenkhodja Kalikulov, Carrie Williams, Philip Baldwin, Gonzalo Di Prisco
Keywords(s):
Category(s): Technology Classifications > Biomedical, Technology Classifications > Software
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VISTA Seismic Tomography Program
THE CHALLENGE
A major challenge in underground excavation monitoring lies in the lack of a scalable, real-time solution that can reliably map evolving rock stress across large, complex mine environments. Existing tools like point-based sensors and numerical simulations offer limited, localized insights and often miss early warning signs of major seismic...
Published: 10/8/2025
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Inventor(s): Erik Westman
Keywords(s):
Category(s): Technology Classifications > Mining and Recycling, Technology Classifications > Software
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Automated Program Synthesis From Natural Language For Computer Games
THE CHALLENGE
The main challenge in turning natural language into working game code lies in bridging the gap between how people describe ideas and how computers execute instructions. From a business perspective, this creates a barrier for nontechnical users who want to design games but lack programming expertise. Existing tools often rely on rigid,...
Published: 10/8/2025
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Inventor(s): Michael Hsiao
Keywords(s):
Category(s): Technology Classifications > Software
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Manufacturing Search Engine
THE CHALLENGE
Manufacturing companies stand to gain enormous value by sharing their rich design and process data to unlock better product innovation and process optimization, but major roadblocks persist. Businesses are hesitant to collaborate due to fears of exposing proprietary technologies, trade secrets, or sensitive operational data. While technical...
Published: 8/5/2025
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Inventor(s): Ismini Lourentzou, Ran Jin
Keywords(s):
Category(s): Technology Classifications > Software
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World of AI: Exploring Methods via Latent Neural Mapping
THE CHALLENGE
Selecting the right machine learning pipeline for a new dataset is a major bottleneck for businesses seeking to deploy AI solutions quickly and cost-effectively. With countless combinations of preprocessing steps, feature transformations, and algorithms, teams often rely on trial-and-error or expensive AutoML tools that demand significant...
Published: 8/5/2025
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Inventor(s): Ran Jin, Parshin Shajoee, Xiaoyu Chen
Keywords(s):
Category(s): Technology Classifications > Software
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Calculator to Quantify Cover Crop Effects on Soil Health and Productivity
THE CHALLENGE
The main challenge facing the adoption and optimization of cover crops lies in the lack of accessible, data-driven tools that can translate complex soil health research into practical, region-specific recommendations for farmers and agribusinesses. While cover crops are known to improve key soil functions—like structure, nutrient...
Published: 8/5/2025
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Inventor(s): Ryan Stewart, Jinshi Jian, Brandon Lester
Keywords(s):
Category(s): Technology Classifications > Software, Technology Classifications > Agriculture
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Method for the Image Processing, Grading and Assessment of Coins
THE CHALLENGE
The major challenge in coin grading lies in the industry’s heavy reliance on expert human inspection, which is slow, costly, and inconsistent—posing a bottleneck in a fast-growing market driven by online trading and auctions. Despite early attempts at automation using image analysis techniques like template matching, color-space...
Published: 8/5/2025
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Inventor(s): Luke Lester, Creed Jones, jianzhu chen, Michael Trail, Madalyn Killian, Mohammed Humadi, Christopher Fritsch
Keywords(s):
Category(s): Technology Classifications > Software, Technology Classifications > Computer Science
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Reinforcement Learning with Optimization-Based Policy
THE CHALLENGE
Complex systems—such as energy grids, supply chains, and transportation networks—require intelligent decision-making to coordinate interconnected operations and adapt in real time to uncertainty and change. Traditional optimization tools are fast and reliable but often rigid, relying on fixed models that don’t cope...
Published: 8/5/2025
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Inventor(s): Ming Jin
Keywords(s):
Category(s): Technology Classifications > Software, Technology Classifications > Computer Science
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