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AI search agents rely on internal memory rather than real-time web research
1+ hour, 18+ min ago (24+ words) New research reveals that leading AI search agents often suffer from intrinsic knowledge dependence, a phenomenon where models rely on pre-trained memory instea...
MCP tool annotations: securing MCP servers against the lethal trifecta
1+ day, 16+ hour ago (475+ words) Tool annotations in the Model Context Protocol (MCP) provide metadata hints that describe how tools behave, enabling AI clients to make informed decisions about...
Git Hub Copilot app: agent orchestration for developers
2+ day, 17+ hour ago (79+ words) Git Hub Copilot app is a desktop application for agentic development that provides a centralized workspace to manage AI agents across parallel workflows, integra...
AI features in Microsoft SQL Server 2025 and Azure SQL
4+ day, 14+ hour ago (466+ words) Microsoft SQL Server 2025 and Azure SQL Database introduce comprehensive artificial intelligence capabilities that transform how you build intelligent applicati...
What is Microsoft Defender for Cloud Apps?
2+ mon, 3+ day ago (203+ words) 4sysops - The online community for sys and AI ops Microsoft Defender for Cloud Apps was originally introduced as Microsoft Cloud App Security (MCAS), a CASB service later rebranded and integrated into the broader Microsoft Defender suite as Microsoft Defender for Cloud…...
New in Microsoft Defender: AI-powered triage agents, new dashboard, automated hardening, voice call monitoring in Teams
2+ mon, 4+ day ago (762+ words) 4sysops - The online community for sys and AI ops Microsoft added a "coverage and maturity" page with four tiers'Connected, Protected, Fortified, and Resilient'though the criteria for each tier remain unpublished. The identity inventory now separates human accounts from service accounts, application…...
What are MCP extensions?
2+ mon, 5+ day ago (528+ words) 4sysops - The online community for sys and AI ops The Model Context Protocol (MCP) is an open standard that enables AI applications to connect consistently to external tools, data sources, and systems. It defines how an AI "host" and MCP servers…...
Microsoft Sentinel introduces AI-powered automation and delegated access at RSAC 2026
2+ mon, 6+ day ago (976+ words) 4sysops - The online community for sys and AI ops Microsoft Sentinel playbooks are automated workflows that apply predefined response procedures to alerts and incidents. These workflows use data from connected sources such as Microsoft 365, Entra ID, Azure logs, and security devices,…...
VS Code 1. 112 and 1. 113: weekly releases, integrated browser debugging, Copilot CLI agent permissions, MCP server sandboxing " 4sysops
2+ mon, 1+ week ago (606+ words) 4sysops - The online community for sys and AI ops The integrated browser now maintains its own zoom level, tracked separately from VS Code's interface zoom and remembered per site. A right-click context menu provides standard browser actions (Copy, Paste, Open in…...
Comparing AI chips: GPU, ASIC, and NPU
2+ mon, 1+ week ago (962+ words) 4sysops - The online community for sys and AI ops Graphics Processing Units (GPUs) were originally designed for rendering video games, but their ability to perform massive parallel calculations made them perfect for training neural networks. Today, they remain the "Swiss Army…...