Blog Posts | Joshua Berkowitz

8 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

Introducing SPARKS Unveiling the Autonomous AI Scientist

For centuries, scientific discovery has been a testament to human ingenuity , marked by flashes of intuition, painstaking trial-and-error, and incremental experimentation. While the 20th century saw t...

AI biology Artificial Intelligence Biology proteins

Jul 20, 2025

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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

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 9757

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

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