Blog Posts | Joshua Berkowitz

8 Articles

Artificial Intelligence ×

Advances in Automating General Science Discovery with Ai

Advances in Automating General Science Discovery with Ai

The purpose of the research is to develop an automated system capable of conducting scientific research and discovering new knowledge in the field of machine learning. The research introduces a compre...

Artificial Intelligence Computer Science

Mar 31, 2025

0 88

Research Reviews

Empowering LLMs with Tools For Drug Discovery

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

0 407

Research Reviews

AI Trojan Attacks: Exploiting ML Vulnerabilities in Hardware Trojan Detection

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 1914

Research Reviews

NVIDIA Will Open Sources cuOpt GPU Accelerated Optimization Framework

NVIDIA Will Open Sources cuOpt GPU Accelerated Optimization Framework

NVIDIA just announced it plans to open source the cuOpt framework, making it available for optimization research and adding to researchers optimization toolbox along with technology such as the GSO (G...

Artificial Intelligence

Mar 21, 2025

0 462

News

Unveiling Gemini Embedding: Advancing Generalizable Text Representations

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

0 649

Research Reviews

Exploiting Edited Large Language Models as General Scientific Optimizers

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

0 308

Research Reviews

Training and Evaluating LLMs on Program Execution Traces

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

0 583

Research Reviews

Using Artificial Intelligence to Improve Classroom Learning Experience

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

0 330

Research Reviews