Blog Posts | Joshua Berkowitz

594 Articles

2025 ×

AI-Powered Malware: How PROMPTFLUX Is Powering New Cyber Threats

Google's Threat Intelligence Group recently exposed PROMPTFLUX , a groundbreaking Visual Basic Script (VBScript) malware that uses Gemini AI to regenerate its code dynamically. This capability marks a...

AI malware cybersecurity Google Gemini LLMs malware trends nation-state attacks PROMPTFLUX threat intelligence

Nov 12, 2025

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KATMAP: Transforming Our Understanding of Gene Splicing and Disease

Recent advancements in genetic research are rapidly changing the way we understand disease. One tool leading the charge is KATMAP, a new model from MIT’s Department of Biology that sheds light on the ...

bioinformatics disease gene splicing genetics KATMAP MIT RNA splicing factors

Nov 12, 2025

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Teaching AI Agents Real-World Skills: Anthropic's Revolutionary Skills Framework

Anthropic has released Agent Skills , a framework that transforms general-purpose AI models into specialized agents through organized folders of instructions, scripts, and resources. anthropics Organi...

Agent Skills AI Claude Developer Tools Enterprise AI MCP Open Source Progressive Disclosure

Nov 12, 2025

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Github Repos

Apple Embedding Atlas: Making Sense of Millions Through Interactive Visualization

In the world of machine learning, AI and data science, embeddings have become the universal translator for complex data. Whether you are analyzing customer feedback, exploring research papers, or unde...

data visualization embeddings machine learning open source Python TypeScript WebAssembly WebGPU

Nov 12, 2025

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Github Repos

Unlocking Cost-Effective Automation: GitHub Actions Introduces 1 vCPU Linux Runners

For developers and teams looking to automate repetitive tasks without breaking the bank, the arrival of the 1 vCPU Linux runner in GitHub Actions public preview is true improvement. This runner is tai...

automation CI/CD containerization devops GitHub Actions Linux runner public preview

Nov 10, 2025

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How Do AI Agents Do Human Work? A Comprehensive Comparison of Human and Agent Workflows

AI agents are increasingly being developed to automate tasks traditionally performed by human workers, from software engineering to professional writing. As generative AI systems like OpenHands (Wang ...

AI Agents AI Evaluation Computer-Use Agents Future of Work Human-AI Collaboration Labor Economics OpenHands Task Automation TheAgentCompany Workflow Analysis

Nov 10, 2025

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Papers

We Have a Problem: Why Your Voice Is Missing in the AI Policy Debate

Last week, I headed out to campus at Princeton University for talks on AI Policy, and I’ve got great news for grad students and post-docs. If you are looking to make an impact in the field of AI you d...

AI AI engineering AI policy AI tools Artificial Intelligence

Nov 10, 2025

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Rapid and Automated Alloy Design with Graph Neural Network-Powered Large Language Model-Driven Multi-Agent AI

The search for new materials with enhanced mechanical properties has previously been constrained by the sheer complexity of the compositional design space. Multi-principal element alloys offer excepti...

alloy design artificial intelligence computational materials dislocation dynamics graph neural networks machine learning materials science multi-agent systems

Nov 10, 2025

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Papers

Whisper Leak: How Encrypted AI Chats Can Still Reveal Your Secrets

Many people trust that encrypted messaging with AI chatbots is secure, but recent research from Microsoft challenges this assumption. A newly discovered threat, dubbed Whisper Leak , reveals that even...

AI security cybersecurity data privacy encrypted traffic large language models machine learning side-channel attack Whisper Leak

Nov 10, 2025

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How Wiz’s AI Agents Are Changing Cloud Security Operations

Cloud security is evolving fast, and organizations now need solutions that go beyond simply highlighting risks. Wiz’s new AI Agents deliver proactive intelligence and automation—integrated directly in...

AI agents cloud security DevSecOps risk management security automation SOC threat response

Nov 10, 2025

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Semantic Tool Intelligence: vLLm Context-Aware Tool Router Solves the Tool Overload Crisis

If you're an AI developer, you've likely faced the "tool overload" problem. You start with a few tools, and your agent works perfectly. But as you add hundreds more, you watch in real-time as latency ...

ai-gateway ai-infrastructure llm-optimization machine-learning-infrastructure mixture-of-models model-selection open-source semantic-routing vllm

Nov 8, 2025

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Github Repos

AI Powered Gene Set Analysis: Inside GeneAgent’s Self-Verification Breakthrough

GeneAgent is an innovative artificial intelligence agent developed by researchers at the National Institutes of Health (NIH). It is engineered to boost the accuracy of gene set analysis, a critical ta...

AI hallucinations AI in genomics biomedical research expert-curated databases gene set analysis large language models self-verifying AI

Nov 7, 2025

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