Blog Posts | Joshua Berkowitz

590 Articles

2025 ×

SciVer Puts Multimodal Claim Verification To The Test

Scientific claim verification and reproducibility have emerged as a critical challenges in the era of information abundance and multimodal AI systems. Unlike traditional fact-checking that relies prim...

AI benchmark claim verification multimodal scientific reasoning

Sep 23, 2025

0 7216

Papers

Sustainable Electrochemical-Magnetic Biosensor From Recycled Materials

Creating effective diagnostic tools from waste materials might sound like science fiction, but researchers have developed a COVID-19 biosensor built from recycled battery graphite and plastic cups. Th...

biosensor circular economy COVID-19 electrochemistry magnetic nanoparticles

Sep 23, 2025

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Papers

Notion MCP Server: A Practical Bridge Between AI Agents and Your Workspace

Notion's open-source Notion MCP Server turns the company's popular productivity platform into a first-class tool provider for AI agents. It implements the Model Context Protocol (MCP), a common langua...

AI Agents Developer Tools LLM MCP Notion OpenAPI TypeScript

Sep 23, 2025

0 65824

Github Repos

Defeating Nondeterminism In LLM Inference

Reproducible outputs at temperature 0 should be straightforward in principle, the sampler always picks the highest probability token, yet production LLM endpoints still produce different completions f...

attention batch-invariance determinism gpu-kernels llm-inference

Sep 23, 2025

0 53339

Papers

ONNX Runtime : Inference Runtime for Portability, Performance, and Scale

Deploying machine learning models efficiently is as important as training them. ONNX Runtime , an open-source accelerator from Microsoft, promises fast, portable inference across operating systems and...

deployment inference ONNX runtime TensorFlow Serving Triton

Sep 23, 2025

0 71159

Github Repos

Turning Agents Into Sharable Software: Inside Docker’s cagent

A small utility that feels like a platform: Docker's cagent turns AI agents into sharable, runnable software. Teams often build a clever assistant or a small cluster of cooperating agents. Then real-w...

AI agents Docker Go MCP Open Source Reproducibility

Sep 23, 2025

0 10010

Github Repos

AI-Powered Penetration Testing: How Villager Is Changing the Cybersecurity Game

Cyber threats are evolving at lightning speed, driven by new tools that combine automation and intelligence. One such tool making headlines is Villager, an AI-powered penetration testing framework des...

AI security automation Cyberspike cyber threats DeepSeek enterprise security penetration testing Villager

Sep 23, 2025

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News

AutoGen: Microsoft's Agent Framework, Reimagined for Multi-Agent Workflows

AutoGen is Microsoft's open-source framework for building AI agents that can collaborate, call tools, and even form teams - without making developers choose between speed and control. Housed in the mi...

actor model agent collaboration agent orchestration AI framework AutoGen autogen-core AutoGen Studio MCP integration Microsoft multi-agent systems RoutedAgent

Sep 22, 2025

0 123871

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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News

Paper2Agent: Transforming Research Papers into Interactive AI Agents

Research papers are traditionally require readers and reviewers to interpret code, methods, and results independently. Paper2Agent aims to transform published research into interactive AI agents allow...

AgentScope AI agents AutoGen Azure AI Agents Claude Code Code2MCP computational biology LangGraph MCP NotebookLM OpenAI Assistants OpenDevin open source reproducibility Stanford tutorial extraction

Sep 21, 2025

0 13838

Github Repos

Microsoft Discovery Is R&D Powered by Agentic AI

Microsoft Discovery is a revolutionary platform designed to embed agentic AI directly into the R&D process. Announced at Microsoft Build 2025, this enterprise-ready solution is set to redefine innovat...

AI agents Azure computational science enterprise AI Microsoft Discovery R&D innovation scientific collaboration scientific research

Sep 21, 2025

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News

How Attackers Exploited ViewState Deserialization to Breach Sitecore Deployments

A sophisticated cyber campaign has targeted organizations running Sitecore products, exploiting a critical zero-day flaw ( CVE-2025-53690 ). Attackers gained remote code execution by abusing exposed A...

cybersecurity deserialization incident response malware remote code execution Sitecore ViewState zero-day

Sep 21, 2025

0 2475

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