Blog Posts | Joshua Berkowitz

11 Articles

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QuArch Puts AI Agents to the Test on Computer Architecture

Computer architecture is having an AI moment. Yet despite rapid progress in agentic tooling for coding and verification, hardware-centric knowledge remains stubbornly hard for language models to maste...

AI benchmarking Artificial Intelligence computer architecture Computer Science

Aug 28, 2025

0 3344

Papers

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

May 13, 2025

0 25157

Research Reviews

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 7700

Research Reviews

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 11550

Research Reviews

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 16038

Research Reviews

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 15928

Research Reviews

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 6655

Research Reviews

Stanford Research Introduces Octo Tools: Easily Extensible Tool Based Open Source Agent Framework

The OctoTools framework, developed by a team from Stanford University , integrates various tools for task execution without additional training. It features a planner for action refinement and an exec...

Computer Science

Mar 5, 2025

0 5588

Research Reviews

Powering Scientific Discovery with Ai : Google A.I. Co-Scientist released to Trusted Tester Access

Scientific research is propelled forward by creative thinking and scientific experience, well it used to be. Now as we move deeper into the age of AI it is becoming evident that we will see Ai transfo...

Computer Science

Mar 1, 2025

0 13783

Research Reviews

Penn State & Google Research Propose Chain of Agents: Model and Length Agnostic Query Processing

There are significant challenges in LLMs to produce accurate information retrieval and reasoning for very long inputs such as textbooks and research papers. Popular LLMs suffer from hallucinations and...

Computer Science

Feb 28, 2025

0 6578

Research Reviews

Comparing Ai Responses for Factoring a Polynomial

I recently saw a post on research stating that the use of ai tools will lead to reduced cognitive capacity with the evolving workforce. I thought it was a silly statement and clickbait research but it...

Computer Science

Jan 29, 2025

0 5269

Research Reviews

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