Blog Posts | Joshua Berkowitz

32 Articles

Artificial Intelligence ×

We Have a Problem: Why Your Voice Is Missing in the AI Policy Debate

Last week, I headed out to campus at Princeton University for talks on AI Policy, and I’ve got great news for grad students and post-docs. If you are looking to make an impact in the field of AI you d...

AI AI engineering AI policy AI tools Artificial Intelligence

Nov 10, 2025

0 891

News

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 2211

Papers

PH-LLM Turns Wearable Data into Practical Sleep and Fitness Coaching

Wearables now collect rich sleep and activity data, but most users still struggle to translate those numbers into helpful actions. A new study in Nature Medicine presents the Personal Health Lar...

AI healthcare Artificial Intelligence Large Language Models

Aug 16, 2025

0 20075

Papers

Introducing LiveMCPBench: Evaluating Models on Large Tool Set Usage

A new arXiv preprint, LiveMCPBench: Can Agents Navigate an Ocean of MCP Tools , from the Chinese Academy of Sciences and UCAS, introduces a benchmark to test AI agents in realistic tool-rich environme...

AI benchmarking AI tools Artificial Intelligence MCP MCP Server

Aug 13, 2025

0 7920

Papers

From Lab to Live: FunASR, the Open-Source Toolkit Bridging the Speech Recognition Gap

In the vast landscape of open-source projects, some stand out not just for their technical elegance, but for their ambitious goal of democratizing a complex technology. FunASR is a "Fundamental End-to...

Artificial Intelligence Open Source Voice technology

Aug 7, 2025

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Github Repos

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

0 6776

Research Reviews

The Dawn of Self-Adapting Language Models: A New Paradigm for AI Learning

Large Language Models (LLMs) have ushered in a new era of artificial intelligence, demonstrating unparalleled abilities in understanding and generating complex human language. However, a fundamental c...

Artificial Intelligence

Jul 9, 2025

0 26235

Research Reviews

Graph-PRefLexOR and the Dawn of Interpretable AI Reasoning

The quest for automated scientific discovery has evolved significantly over the last decade thanks to AI. Yet modern AI, particularly large language models (LLMs), still face challenges with structure...

Artificial Intelligence

Jun 29, 2025

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Research Reviews

Introducing SyntheMol-RL An Antibiotic Discovery Powered by Artificial Intelligence

The escalating crisis of antibiotic resistance presents one of the most urgent threats to global public health, with millions of deaths linked to drug-resistant bacterial infections annually. Among th...

Artificial Intelligence Chemistry drug discovery

Jun 24, 2025

0 9108

Research Reviews

Evaluating LLMs for Real-World Healthcare: The MedHELM Framework

The rapid advancement of Large Language Models (LLMs) has ignited considerable interest in their potential applications within healthcare, particularly given their impressive performance on medical kn...

Artificial Intelligence Medicine

Jun 13, 2025

0 11330

Research Reviews

Open Deep Search: An Open-Source Framework for Advanced AI Search

In the rapidly evolving landscape of artificial intelligence, search technologies powered by large language models (LLMs) have become increasingly sophisticated, offering users more contextually relev...

AI benchmarks Artificial Intelligence

Jun 6, 2025

0 9383

Research Reviews

New AI Framework PRefLexOR Teaches Itself to Reason Like a Scientist

Generative Artificial Intelligence (AI) models, particularly large language models (LLMs), have significantly altered the landscape of natural language processing and hold immense potential for scient...

Artificial Intelligence

May 31, 2025

0 6633

Research Reviews

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