Research Reviews | Joshua Berkowitz

12 Articles

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Introducing SALTY an Explainable AI for Hardware Trojan Detection

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

0 330

Research Reviews

Enhancing Automated Grading with Human Insight: The GradeHITL Framework

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

0 330

Research Reviews

SpyCraft: Non-Contact Sound Recovery with Event Cameras and Deep Learning

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

0 528

Research Reviews

Balancing Innovation and Ethics in Responsible AI Regulation

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

0 671

Research Reviews

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

0 781

Research Reviews

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

0 759

Research Reviews

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

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Research Reviews

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

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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

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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

0 869

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

0 649