Joshua Berkowitz Introducing SALTY an Explainable AI for Hardware Trojan Detection In an era defined by globally distributed supply chains and the increasing reliance on third-party intellectual property (IP) in semiconductor design, the threat of maliciously inserted hardware Troja... Artificial Intelligence Computer Science Apr 16, 2025 0 352
Joshua Berkowitz Enhancing Automated Grading with Human Insight: The GradeHITL Framework Today’s academic environment is as challenging and providing teachers with tools to facilitate education is more important than ever before. Grading assignments, especially open ended text, is a time ... Artificial Intelligence Education Apr 15, 2025 0 341
Joshua Berkowitz SpyCraft: Non-Contact Sound Recovery with Event Cameras and Deep Learning Today we take a look at some research straight out of Mission Impossible! The ability to recover sound from surfaces and objects. The new method suggests higher fidelity recovery is possible from pota... Artificial Intelligence Computer Science Apr 9, 2025 0 539
Joshua Berkowitz Balancing Innovation and Ethics in Responsible AI Regulation As AI becomes an essential part of our work and personal lives, addressing the impact of regulation is essential in understanding how to develop a flexible framework to enable growth while maintaining... Artificial Intelligence NSF Funded Regulation Apr 8, 2025 0 682
Joshua Berkowitz Google Deepmind Launches Open Source TxGemma for Drug Development Researchers from Google Deepmind have introduced TxGemma, a suite of efficient, generalist large language models (LLMs) designed to address the costly and high-risk nature of therapeutic drug developm... Artificial Intelligence Chemistry Apr 2, 2025 0 792
Joshua Berkowitz Advances in Automating General Science Discovery with Ai What if you could develop an automated system capable of conducting the entire scientific research process in order to discover new knowledge across a wide variety of domains? Well that's exactly what... Artificial Intelligence Computer Science Mar 31, 2025 0 770
Joshua Berkowitz Empowering LLMs with Tools For Drug Discovery This research introduces ChemCrow , an advanced Large Language Model (LLM) integrated with chemistry-specific computational tools designed to enhance the capability of handling complex chemistry tasks... Artificial Intelligence Chemistry Mar 24, 2025 0 913
Joshua Berkowitz AI Trojan Attacks: Exploiting ML Vulnerabilities in Hardware Trojan Detection The increasing reliance on globalized semiconductor supply chains has introduced serious security concerns, particularly the risk of Hardware Trojans (HTs) embedded in integrated circuits (ICs). Machi... Artificial Intelligence Computer Science Mar 22, 2025 0 2926
Joshua Berkowitz Unveiling Gemini Embedding: Advancing Generalizable Text Representations Recent advancements in large language models (LLMs) have significantly improved natural language understanding, but generalizable text embeddings remain a challenge. This research by Google DeepMind i... Artificial Intelligence Computer Science Mar 17, 2025 0 1133
Joshua Berkowitz Exploiting Edited Large Language Models as General Scientific Optimizers Scientific optimization plays a crucial role across various domains, including mathematics, physics, and chemistry. Large Language Models (LLMs) have been increasingly used for mathematical optimizati... Artificial Intelligence Computer Science Mar 14, 2025 0 616
Joshua Berkowitz Training and Evaluating LLMs on Program Execution Traces The research paper "What I Cannot Execute, I Do Not Understand: Training and Evaluating LLMs on Program Execution Traces" investigates enhancing large language models' (LLMs) code generation and under... Artificial Intelligence Computer Science Mar 12, 2025 0 880
Joshua Berkowitz Using Artificial Intelligence to Improve Classroom Learning Experience This paper by Shadeeb Hossain explores how Artificial Intelligence (AI) can enhance classroom learning by identifying students' learning preferences and predicting academic dropout risk. The study emp... Artificial Intelligence Computer Science Mar 11, 2025 0 660
