Blog Posts | Joshua Berkowitz

590 Articles

2025 ×

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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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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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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GitHub Copilot CLI: Your AI Coding Companion in the Terminal

github Organization copilot-cli GitHub Copilot CLI brings the power of Copilot coding agent directly to your terminal. 4.2k 236 230 82 KB 236 Network 35 Subscribers The Terminal Meets Intelligence Whe...

Agentic AI AI Automation CLI Command Line Copilot Developer Tools GitHub MCP Node.js Terminal

Nov 7, 2025

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Github Repos

Solving Tool Overload in AI Agents with Semantic Selection

Modern AI agents are integrating with rapidly expanding tool catalogs, sometimes numbering in the hundreds or thousands. This growth, while promising, introduces a substantial challenge: how can agent...

AI agents cost efficiency LLM performance open-source models scalability semantic selection tool routing

Nov 7, 2025

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AlphaEvolve: AI-Powered Mathematical Discovery at Scale

Google DeepMind's AlphaEvolve is moving the bar yet again in how artificial intelligence tackles mathematical discovery. Published (preprint) in November 2025 by researchers Bogdan Georgiev, e t al at...

AI AlphaProof automated reasoning combinatorics DeepMind evolutionary computation FunSearch large language models machine learning mathematical discovery mathematics optimization Terence Tao

Nov 7, 2025

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Google's $32 Billion Wiz Acquisition: What DOJ Approval Means for Cloud Security

The tech industry is closely watching as Google advances its $32 billion acquisition of Wiz , a key player in cloud security. This landmark deal, one of the largest ever seen in cybersecurity , has ju...

acquisition cloud security cybersecurity DOJ approval enterprise Google M&A Wiz

Nov 7, 2025

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