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126 Articles

Opinions and Analysis

The Semantic Layer as a Strategy for Reducing Data Risks

The article argues that standardizing metric definitions, business rules, and access points within a single semantic layer can reduce the risks of conflicting numbers, weak governance, and failed change implementation across analytics and artificial intelligence tools. However, it emphasizes that this layer does not fix poor-quality data and cannot replace an organization’s commitment to standardizing definitions.

2026-07-31

Artificial intelligence

Stack Overflow Launches a New Stack Internal Experience to Build a Trusted Knowledge Layer for AI

Stack Overflow announced new capabilities in Stack Internal that transform knowledge distributed throughout an organization into verifiable, usable context for teams and AI agents. The updates include connectors for Stack Internal Community, Google Docs, and Slack; a conversational interface that displays confidence levels and answer sources; as well as API and MCP integrations and permission-based access controls.

2026-07-30

Programming and Software Development

Why Do Developers Become Attached to Their Tools? Because They Embody Trust in the Development Process

The article discusses how developers’ trust in tools is shaped by familiarity and clear processes, and why AI agentic coding tools reveal weaknesses in the software development life cycle instead of automatically solving them. It concludes that building trust requires human responsibility and processes that can be shared and improved, not merely new tools.

2026-07-29

Artificial intelligence

Microsoft Tracks Companies’ Shift from AI Experiments to “Frontier Transformation”

In its FY26 review, Microsoft examines how organizations have moved from testing artificial intelligence to integrating it into core operations, focusing on agents, systems governance, and the accumulation of knowledge and data within the enterprise. The company presents examples from multiple sectors, including financial services, healthcare, manufacturing, and retail, supported by customer-reported performance indicators.

2026-07-28

Programming and Software Development

Microsoft Launches Version 2.0 of the Official MCP Package for C#

The new release is compatible with the MCP specification dated 2026-07-28, adopts a stateless mode by default, standardizes HTTP headers, and supports multi-round-trip requests for handling interactive tools. The release maintains broad compatibility with previous code, clients, and servers, with the exception of the experimental Tasks extension.

2026-07-28

Robotics and Automation

NVIDIA Showcases the Jetson Platform for Building Portable Robots and AI Systems

NVIDIA showcased the capabilities of the Jetson platform for running AI and robotics at the edge, starting with the Jetson Orin Nano Super for early projects and extending to the Jetson AGX Thor for more complex workloads. The company’s post presents practical examples including autonomous driving, voice assistants and multimodal robots.

2026-07-28

Technologies

GitHub Strengthens npm and GitHub Actions Defenses Against Supply Chain Attacks

GitHub reviewed a set of changes implemented over recent months in npm and GitHub Actions to block common paths used in software supply chain attacks, from compromising developer accounts to stealing credentials and deploying malware.

2026-07-28

Artificial intelligence

Google Expands Managed Gemini Agents with Gemini 3.6 Flash and Environment Hooks

Google announced updates to Managed Agents in the Gemini API, including making Gemini 3.6 Flash the default model and adding environment hooks to control and audit tool calls. The update also introduces a free tier, budget limits, scheduled triggers, and an interface for managing isolated environment sessions.

2026-07-27

Programming and Software Development

MSBuild Binlog Analyzer Extension Enables Build Log Analysis via Copilot Inside VS Code

Microsoft has released the MSBuild Binlog Analyzer for VS Code extension in preview, enabling binary MSBuild log analysis, explanations of build failures, performance comparisons, and regression detection through GitHub Copilot. The extension relies on the Microsoft.AITools.BinlogMcp server and requires VS Code 1.99 or later, GitHub Copilot, and the .NET SDK.

2026-07-27

Cybersecurity

An Open Industry Alliance to Develop Secure Tools for Cyber Defense in the Age of AI

NVIDIA and partners from the cloud computing, cybersecurity and open-source software sectors have announced the formation of the Open Secure AI Alliance to develop and share open models, tools and technologies for protecting software and intelligent agents. NVIDIA is contributing models, data and research to the alliance, while also making the open-source NOOA framework available on GitHub.

2026-07-27

Technology Companies

Microsoft Unveils Project Perception to Build an AI-Powered Security Ecosystem

Microsoft has unveiled Project Perception, an agentic security system designed to monitor and analyze risks and take defensive action at machine speed while keeping humans in control. The system enters public preview on August 3 and uses a multi-model architecture that includes MAI-Cyber-1-Flash for software vulnerability management.

2026-07-27

Technologies

Meta adds planning and task-execution capabilities to Meta AI through Muse Spark 1.1

Meta announced that the Meta AI assistant can now prepare plans, work with email and calendar applications, create presentations, and follow tasks through to completion. These capabilities begin rolling out on July 24, 2026, in select markets through the Meta AI app and meta.ai, with expansion to additional countries and interfaces, including WhatsApp, planned later.

2026-07-24

Cloud Computing and Data Centers

Microsoft Expands Azure AI and High-Performance Computing Infrastructure in Partnership with AMD

Microsoft is adding AMD’s Helios AI platform and next-generation EPYC processors to Azure, paving the way for the launch of three new virtual machine families dedicated to data processing, chip design, and AI inference.

2026-07-20

Artificial intelligence

FineBooks Tests the Ability of Open OCR Models to Recover Knowledge from Historical Books

A joint initiative between Hugging Face and EleutherAI evaluates the performance of 14 open OCR models on 2,165 historical pages and concludes that current models are generally suitable for improving language-model training data, but do not yet meet all the requirements of libraries or academic transcription.

2026-07-15

Electric Cars

Why Is BMW Not Giving Up on Hydrogen Cars?

BMW is betting on a hydrogen-powered version of the X5 arriving in 2028, despite the limited number of refueling stations, high costs, and hydrogen’s lower efficiency compared with batteries. The company believes that expanding hydrogen use for renewable-energy storage could later help build the infrastructure needed for cars.

2026-07-07

Artificial intelligence

Google expands Managed Agents capabilities in the Gemini API with background tasks and MCP server support

Google announced new updates for Managed Agents in the Gemini API, including running long-running tasks in the background, connecting to remote MCP servers, calling custom functions, and updating credentials between interactions. The updates are intended to help developers build agents better suited for operation in production environments.

2026-07-06

Cybersecurity

From Signature-Based Inference to Agentic Intelligence: How Intrusion Detection System Design Is Changing

The article analyzes SnortML’s role in expanding Snort 3’s capabilities to detect new variants of known attacks and compares this with agentic artificial intelligence, which adds temporal context and multisource investigation. It also discusses the limitations of the current approach, the proposed integration architecture, and secure deployment requirements.

2026-07-06

Artificial intelligence

Microsoft Launches Frontier Company with $2.5 Billion Investment to Expand AI Engineering

Microsoft announced the establishment of Microsoft Frontier Company, a new operating unit focused on helping customers implement AI-driven transformations, with a $2.5 billion investment and the involvement of 6,000 industry and engineering experts. The initiative focuses on delivering measurable business outcomes while protecting customers’ data and intellectual property.

2026-07-02