Blog Posts | Joshua Berkowitz

18 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

0 352

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

0 341

Research Reviews

Enabling Automated Scientific Discovery

Joshua Berkowitz

Enabling Automated Scientific Discovery

Full Review The scientific method is a cornerstone of progress since the Enlightenment, it involves a cyclical process of observation, hypothesis, experimentation, and communication, traditionally dri...

Artificial Intelligence

Apr 9, 2025

0 253

Quick Research Reviews

General Scientific Optimizers: Exploiting Edited Large Language Models

Joshua Berkowitz

General Scientific Optimizers: Exploiting Edited Large Language Models

Full Review Scientific optimization plays a crucial role across various domains, including mathematics, physics, and chemistry. Large Language Models (LLMs) have been increasingly used for mathematica...

Artificial Intelligence

Apr 9, 2025

0 253

Quick Research Reviews

Gemini Embedding: Generalizable Embeddings from Gemini

Joshua Berkowitz

Gemini Embedding: Generalizable Embeddings from Gemini

Full Review 🚀 Gemini Embedding: The Future of AI-Driven Text Understanding! 🔍 What if AI could truly understand and process text across 250+ languages? Meet Gemini Embedding, the latest breakthrough i...

Artificial Intelligence

Apr 9, 2025

0 286

Quick Research Reviews

AI Meets Drug Discovery: How Machine Learning is Unlocking Chemical Space

Joshua Berkowitz

AI Meets Drug Discovery: How Machine Learning is Unlocking Chemical Space

Full Review 🚀 Revolutionizing Drug Discovery with Machine Learning! 🧬💻 🔬 In this video, we explore a groundbreaking study published in Nature Computational Science that combines machine learning (ML) ...

Artificial Intelligence Chemistry

Apr 9, 2025

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Quick Research Reviews

AI Trojan Attacks: Exploiting Ai Model Vulnerabilities in Hardware Trojan Detection

Joshua Berkowitz

AI Trojan Attacks: Exploiting Ai Model Vulnerabilities in Hardware Trojan Detection

Full Review Is AI Security a Double-Edged Sword? Machine learning (ML) has revolutionized cybersecurity, automating complex detection tasks with incredible accuracy. But what if the very AI models mea...

Artificial Intelligence

Apr 9, 2025

0 242

Quick 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

0 539

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

0 682

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

0 792

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

0 770

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

0 913

Research Reviews

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