Blog Posts | Joshua Berkowitz

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2025 ×

Universal Deep Research: A User-Programmable Deep Research Agent

Universal Deep Research (UDR) is a research prototype from NVIDIA Research that fundamentally rethinks how deep research agents work. Instead of hard-coding a fixed search-and-synthesis loop around on...

artificial intelligence machine learning natural language processing research agents

Sep 7, 2025

0 8437

Papers

AssetOpsBench: Industrial Agents Meet a Real-World Benchmark

Industrial assets do not fail neatly; they fail in ways that force engineers to pull signals from sensors, recall failure modes, and translate insights into work orders. AssetOpsBench is IBM's open-so...

AssetOpsBench benchmark IBM Research industrial AI multi-agent systems

Sep 6, 2025

0 10747

Github Repos

LLMigrate Turns Lazy LLMs Into Reliable C-to-Rust Translators

Rewriting performance-critical C code in Rust promises stronger memory safety with similar speed, but moving large systems is hard. A new preprint introduces LLMigrate, a toolchain that combines large...

C-to-Rust Linux Kernel LLM Program Repair Rust

Sep 6, 2025

0 3828

Papers

AI Is Reshaping the Future of Wireless Chip Design

Thanks to a groundbreaking initiative at Princeton University, which is leading a national charge to revolutionize how wireless microchips are designed, wireless devices are getting not only faster an...

AI chip design industry collaboration Princeton research innovation RF technology semiconductors wireless communication

Sep 6, 2025

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News

AI and Remote Development in VS Code Are Transforming the Developer Experience

Thanks to the synergy between Visual Studio Code’s powerful remote development features and AI tools such as GitHub Copilot you can code from anywhere without worrying about environment and setup on t...

agent mode AI tools dev containers GitHub Copilot productivity remote development troubleshooting VS Code

Sep 6, 2025

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News

How Global Teams Charted the First Brain-Wide Map of Decision-Making in Mice

If we could observe an entire brain as it navigates rapid-fire choices, what would insights would it reveal? Thanks to an unprecedented international collaboration we are getting closer to an answer. ...

brain mapping collaborative research data sharing decision-making mouse studies neural networks neuroscience

Sep 5, 2025

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News

MCP-Universe: Real-World Benchmarking For Agents That Use MCP

The Model Context Protocol (MCP) has quickly become a common interface for connecting large language models to external tools and data. By design, it looks like a USB-C port for AI applications: a sta...

benchmark LLM agents MCP Salesforce AI Research tool use

Sep 5, 2025

0 8613

Papers

Claude Code PM: Shipping Better Software with Spec-driven, Parallel Workflows

Claude Code PM from Automaze is a pragmatic workflow for turning product specs into epics, GitHub issues, and ultimately production-grade code, all with full traceability. The repository documents a c...

Agentic workflows AI engineering Automaze Claude GitHub Issues MCP Project management

Sep 5, 2025

0 10912

Github Repos

Apache Doris: A Real-Time Data Warehouse That Stays Simple

Apache Doris is an open-source, real-time analytical database that blends the speed of a columnar MPP (Massively Parallel Processing) engine with the simplicity of a two-process architecture. If you h...

Apache Doris case study data warehouse lakehouse MySQL OLAP open source real-time analytics

Sep 5, 2025

0 41833

Github Repos

Microsoft Copilot Agent Policy Flaw: What Organizations Need to Know

Many organizations trust Microsoft Copilot to handle sensitive workflows, believing policy controls protect their AI agents. Recent findings, however, revealed that a critical policy enforcement flaw ...

AI security Copilot enterprise security Graph API Microsoft vulnerability zero trust

Sep 4, 2025

0 4114

News

DeepCode: An Open Agentic Coding System That Turns Papers Into Code

DeepCode from the Data Intelligence Lab at The University of Hong Kong (HKUDS) is an open agentic coding system that turns research papers and natural language requirements into working code. It aims ...

agents code-generation HKU MCP Paper2Code Python RAG research-reproduction Streamlit

Sep 3, 2025

0 33055

Github Repos

M3-Agent: A Multimodal Agent with Long-Term Memory

The quest to create agents that can interact with the world as seamlessly as humans is on the horizon. But a significant hurdle has been equipping AI with the ability to form and recall long-term memo...

AI ByteDance Long-Term Memory M3-Agent Multimodal Agent Open Source

Sep 3, 2025

0 13189

Github Repos

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