Blog Posts | Joshua Berkowitz

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How Perplexity Patents Is Democratizing AI-Powered Patent Research

Patent research has traditionally been a complex and costly endeavor, often reserved for legal experts or those with access to specialized tools. This landscape is changing as Perplexity introduces it...

AI innovation intellectual property patent search Perplexity prior art research technology

Oct 30, 2025

0 4444

News

Unlocking Life Science Breakthroughs: How Watershed Bio Empowers Scientists Without Code

Many life sciences researchers face a frustrating roadblock: they’re often surrounded by unprecedented amounts of biological data, yet lack the programming skills to turn that data into actionable ins...

AI tools bioinformatics biology data analysis no-code research software startups

Oct 16, 2025

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News

How a Handful of Malicious Documents Can Backdoor Massive AI Models

It might seem that poisoning a huge AI model would require corrupting a substantial portion of its training data. However, groundbreaking research reveals this isn’t the case. Experts from Anthropic, ...

adversarial machine learning AI safety AI security backdoor attacks data poisoning large language models model robustness research

Oct 14, 2025

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ROMA: A Recursive Roadmap for Multi‑Agent Systems

ROMA (Recursive Open Meta-Agents) is an open-source framework from Sentient that turns complex goals into structured, parallelizable work. It does this by recursively decomposing tasks and orchestrati...

agents Agno E2B fastapi goofys LiteLLM LLM multi-agent open source python research

Oct 10, 2025

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Github Repos

MIT-IBM Watson Lab: How AI Scaling Laws Are Transforming LLM Training Efficiency

Training large language models (LLMs) is an expensive endeavor, driving the need for strategies that maximize performance while minimizing costs. Researchers at the MIT-IBM Watson AI Lab have develope...

AI cost efficiency LLM training machine learning model development research scaling laws

Sep 22, 2025

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New Google Trends API For Search Data Integration

Access to Google Search Trends has long been a valuable resource for analysts, but scaling these insights for comprehensive analysis was a challenge. Google's new Trends API (alpha) changes the landsc...

analytics API data integration Google Trends marketing research search data

Jul 25, 2025

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Google I/O 2025: Game-Changing AI Innovations and the Dawn of a Proactive Digital Era

Google I/O 2025 delivered a wave of groundbreaking AI announcements, underscoring the company's accelerated pace in bringing powerful new capabilities to users and developers worldwide. The keynote, l...

across capabilities gemini google models, project research users

May 22, 2025

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AI, Empathy, and the Future of Mental Health: Zainab Iftikhar’s Vision at Brown

Can artificial intelligence offer mental health support without compromising the uniquely human traits of empathy and understanding? This is the question that drives Zainab Iftikhar, a Brown Universit...

AI Brown University empathy graduate student mental health research technology

May 15, 2025

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FDA and NIH Launch Joint Nutrition Regulatory Science Program to Revolutionize Food Policy

A New Era in Nutrition Science Collaboration America is at a crossroads as chronic diseases linked to poor diet continue to rise. In response, the FDA and NIH have joined forces to launch the Nutritio...

children's health chronic disease FDA food policy NIH nutrition public health research

May 10, 2025

0 1617

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