Blog Posts | Joshua Berkowitz

15 Articles

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How Machine Learning Is Revolutionizing the Search for Advanced Material Structures

Princeton researchers introduce a machine learning tool promises to supercharge the pace at which scientists can identify the most promising metal organic frameworks (MOFs), these materials with the p...

carbon capture chemical engineering energy storage machine learning materials science MOFs Princeton research tools

Feb 24, 2026

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Insights from Perplexity: AI Agents Are Becoming Essential Cognitive Partners in Daily Life

AI agents have rapidly shifted from futuristic mind bending demos to indispensable tools in daily routines and professional workflows. Recent research by Perplexity and Harvard University highlights j...

AI agents cognitive work hybrid intelligence productivity research tools user adoption workflow automation

Dec 16, 2025

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Inside Neuralink’s Enhanced Data Repository: Unlocking the Future of Open Neuroscience

Neuralink’s recent update to its data repository is capturing the attention of the neuroscience world. By prioritizing transparency and accessibility, Neuralink is removing barriers that have long lim...

brain-computer interface data repository data sharing Neuralink neuroscience open science research tools

Dec 7, 2025

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How Google Scholar Labs and AI Are Transforming Academic Research

Today's academic landscape faces the challenge of sorting through massive amounts of scholarly information. Google Scholar Labs addresses this by integrating generative AI into the research process, f...

academic research AI in education edtech generative AI Google Scholar research tools student resources

Nov 19, 2025

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New Claude For Life Sciences for Accelerating Scientific Discovery

The path from groundbreaking research to real-world solutions is shortening thanks to Anthropic’s latest enhancements to Claude. By acting as an intelligent research partner, Claude empowers researche...

AI bioinformatics biotechnology digital transformation life sciences regulatory compliance research tools scientific collaboration

Oct 20, 2025

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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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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

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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

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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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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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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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