Blog Posts | Joshua Berkowitz

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How AI Agents Are Changing Scientific Research Workflows

What if you could hand off the repetitive but essential tasks of research like data curation, code writing, or hypothesis testing, to an intelligent digital assistant? AI agents are making this scenar...

AI agents automation collaboration drug discovery large language models research tools scientific research

Oct 6, 2025

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News

Thinking Machines Tinker: Simplifying Fine-Tuning for Language Models

The power to customize advanced language models without wrestling with infrastructure or distributed training is what Tinker by Thinking Machines promises. This innovative API puts flexible, powerful ...

AI APIs fine-tuning infrastructure language models machine learning open source research tools

Oct 2, 2025

0 5258

News

PosterGen: Academic Poster Creation with Multi-Agent AI

Creating compelling conference posters is a challenge for any researcher. You have to accurately and compelling decide which content and how it will be presented. After months of rigorous research, wr...

academic tools artificial intelligence design automation machine learning multi-agent systems poster design research tools scientific communication

Sep 22, 2025

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Github Repos

AI Is Updating Scientific Software Development

Traditionally, developing custom empirical software for each research challenge has been a major bottleneck, consuming valuable time and slowing scientific progress. Google Research is leveraging an ...

AI automation computational science empirical software large language models machine learning research tools scientific discovery

Sep 16, 2025

0 3839

News

Quantum Application Functions Are Changing Research Workflows

Quantum computing is no longer just a theoretical pursuit, it's making waves in real-world research thanks to the emergence of application functions. IBM’s latest updates to the Qiskit Functions Catal...

application functions chemistry finance machine learning optimization Qiskit quantum computing research tools

Aug 30, 2025

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News

SciArena: Transforming How We Evaluate AI Models in Scientific Research

Researchers face a growing challenge: staying current with the ever-expanding body of scientific literature. Foundation models offer promise in helping synthesize and analyze this vast information, bu...

AI evaluation benchmarking crowdsourcing data quality foundation models leaderboard research tools scientific literature

Aug 5, 2025

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News

Gemini 2.5 Deep Think: The Next Leap in AI Problem Solving

Artificial intelligence is evolving from simply providing answers to actively reasoning through complex problems. Google's latest Gemini 2.5 Deep Think update exemplifies this shift, offering Google A...

AI AI safety coding Deep Think Gemini problem solving reinforcement learning research tools

Aug 1, 2025

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Gemini

ChemXploreML: Breaking Barriers in Chemical Property Prediction with User-Friendly Machine Learning

Predicting a molecule’s boiling point, melting point, or pressure once demanded extensive experiments and deep programming skills. Now, thanks to ChemXploreML, a desktop application developed at MIT, ...

chemical properties chemistry drug discovery machine learning open source research tools software

Jul 26, 2025

0 1408

News

Effortless Clinical Data Access: M3 Makes Medical Research Conversational with AI

Thanks to M3, an AI-driven interface, doctors and researchers can query extensive, complex medical databases with the simplicity of a conversation. By eliminating the necessity for specialized program...

AI in healthcare clinical data data security medical research MIMIC-IV natural language processing research tools SQL automation

Jul 24, 2025

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Papers

AI Tools Like Article Friend Are Making Scientific Research More Accessible to People with Aphasia

For nearly two million Americans living with aphas ia, participating in research about their condition is common, but accessing the resulting findings often isn’t. Despite their crucial involvement, m...

accessibility aphasia artificial intelligence healthcare innovation inclusive design language models research tools

Jun 6, 2025

0 1331

News

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