Research Reviews | Joshua Berkowitz

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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

0 154

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 1056

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

0 979

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

0 847

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 1793

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 2728

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 1232

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 3619

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 1100

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 1122

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 1331

Unraveling a New Culprit in Alzheimer's Disease: PHGDH Transcriptional Regulation

Alzheimer's disease (AD) is a devastating neurodegenerative condition, and while genetic factors like mutations in APP, PSEN, or MAPT and the APOE4 allele are known risk factors, they don't fully expl...

Alzheimer's BioChemistry NIH Funded

May 7, 2025

0 1749

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