Research Reviews | Joshua Berkowitz

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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 1001

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

0 803

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

0 858

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 2112

The Illusion of Thinking: Unpacking the Strengths and Striking Limitations of Large Reasoning Models

Recent advancements in Large Language Models (LLMs) have led to the development of specialized variants known as Large Reasoning Models (LRMs), which incorporate mechanisms like Chain-of-Thought (CoT)...

Jun 11, 2025

0 2079

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 1782

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 3212

HELMET: A Comprehensive Benchmark for Evaluating Long-Context Language Models

The ability of language models to process and understand increasingly long texts , known as long-context language models (LCLMs) , is unlocking a wide range of potential applications, from summarizing...

AI benchmarks Artificial Intelligence

May 24, 2025

0 5302

Can You Escape da Vinci’s Curse? A Chemistry Escape Room for Skills Consolidation

Educators are increasingly seeking innovative approaches to make learning more interactive and effective. One such approach is game-based learning, an active pedagogical method where learning is facil...

Chemistry Education

May 23, 2025

0 1650

AI is Automating Therapeutic Drug Discovery: The Robin System by FutureHouse

The scientific discovery is a complex, iterative process involving rigorous background research, the formulation of hypotheses, the design and execution of experiments, and the careful analysis and in...

BioChemistry drug discovery

May 23, 2025

0 5192

CACTUS: Connecting Large Language Models and Cheminformatics for Molecular Discovery

Large language models (LLMs) have demonstrated considerable capabilities across various fields. However, a significant limitation is their lack of ability to access and reason over specialized, domain...

AI AI agents Chemistry

May 19, 2025

0 1804

Benchtop NMR Spectroscopy: A Step Toward Widely Accessible Lipoprotein Analysis

Researchers have successfully adapted high-field nuclear magnetic resonance (NMR) technology for comprehensive lipoprotein analysis to more accessible benchtop systems. This breakthrough paves the way...

Chemistry

May 14, 2025

0 1353

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