Joshua Berkowitz Automated Model Merging Through Evolutionary Optimization: Unlocking New AI Capabilities Developing highly capable Large Language Models (LLMs) typically demands immense computational resources. This poses a significant barrier to entry and innovation for many researchers and organization... AI Computer Science
Joshua Berkowitz Machine Learning Helps in Predicting What Genes Do and How They Work Together The vast number of newly sequenced genomes presents a significant challenge: characterizing the functions of the encoded proteins. Traditional methods for assigning protein function often rely on simi... Computer Science Medicine NIH Funded
Joshua Berkowitz Microsoft Research proposes Deep Integration of Computer Use Agents in AgentOS for Windows The automation of desktop applications has long been a goal for improving productivity, traditionally relying on rigid and fragile script-based Robotic Process Automation (RPA) systems. The emergence ... Artificial Intelligence Computer Science
Joshua Berkowitz Paving the Way for Room Temperature Quantum Information Exchange Superconducting qubits stand as a frontrunner in the race to build practical quantum computers , having demonstrated computational advantages over classical systems even amidst inherent noise. However... Computer Science Quantum
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
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
Joshua Berkowitz Automated Drug Discovery using Multifidelity Bayesian Optimization This research introduces a multifidelity Bayesian optimization (MF-BO) approach to accelerate the automated discovery of drug molecules by effectively leveraging experimental data of varying costs and... Chemistry Computer Science NIH Funded
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
Joshua Berkowitz Quantum Processors Can Now Communicate Paving the Way for Distributed Quantum Networks MIT researchers have developed a photon-shuttling interconnect that enables direct communication between multiple superconducting quantum processors . This advancement could overcome scalability chall... Computer Science Quantum
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
Joshua Berkowitz Innovations in Quantum Networking: QNodeOS Enables High-Level Programming and Multitasking on Quantum Processors The development of quantum networks aims to enable revolutionary applications that classical communication alone cannot achieve. However, executing quantum network applications has traditionally requi... Computer Science Quantum
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
