Azure

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Automation

Price Elasticity: The One Data Point That Could Clarify AI’s Impact on Jobs

Silicon Valley’s conversations about AI often sound like inevitabilities: sweeping automation, mass displacement, and workplaces remade by powerful models. Those scenarios have driven anxiety among workers and intense debate among researchers. But one practical problem underlies much of the confusion: we lack the right economic data to predict how AI-driven productivity gains will actually affect employment. Without that missing piece, policymakers and economists are largely guessing. Why exposure metrics are…

Saugata DattaApr 6, 20264 min read436

Artificial Intelligence

Anthropic opens Microsoft 365 connectors to all Claude plans — what it means for users

Anthropic has quietly broadened access to one of Claude’s most practical integrations: the Microsoft 365 connector. Once reserved for Team and Enterprise subscribers, the connector is now available across every Claude plan — including the free tier — enabling Claude to read and search content stored in Outlook, OneDrive, SharePoint, Teams and Calendar for users tied to an organization’s Microsoft Entra tenant. This change removes a friction point for many…

Saugata DattaApr 5, 20264 min read614

Azure

Microsoft Forces Upgrades on Unmanaged Windows 11 24H2 PCs Amid Rapid Emergency Fixes

Microsoft has begun rolling out forced upgrades for unmanaged Windows 11 devices running the 24H2 build, a move aimed at keeping consumer and unmanaged enterprise machines on supported and secure versions of the OS. The company is giving users a short grace period to pause the automatic update, but administrators and everyday users should be prepared to install the latest updates once that pause expires. At the same time, Microsoft…

Saugata DattaApr 4, 20264 min read472

Artificial Intelligence

OpenAI Brings Plugins to Codex, Narrowing the Gap with Claude Code

OpenAI has quietly expanded Codex’s capabilities by adding a plugins system — a move that makes the coding assistant feel less like a standalone tool and more like a configurable platform. On the surface, these plugins are collections that can include workflow “skills,” integrations with external applications, and connections to MCP (Model Context Protocol) servers. For users, the most immediate value is convenience: functionality that once required manual configuration can…

Saugata DattaMar 28, 20264 min read465

Artificial Intelligence

OpenAI Pulls the Plug on Sora: Why the Video Platform Failed and What Comes Next

OpenAI’s Sora arrived with a burst of excitement: a consumer-facing video generator that turned text prompts into short, striking clips. For a moment, it felt like a clear signal that generative video had arrived. Yet, less than a year after its high-profile debut, OpenAI has decided to wind Sora down—removing the Sora app, shutting the Sora API, and stripping video generation capabilities from ChatGPT. The decision, announced internally by CEO…

Saugata DattaMar 25, 20264 min read469

Azure

Aura Exposed: When 900,000 Marketing Contacts Turned Into a Security Crisis

Aura, the consumer digital safety company known for identity protection and fraud monitoring, recently confirmed a data breach that exposed nearly 900,000 marketing contacts. What seems like a single shocking number actually reveals deeper problems: legacy data inherited through acquisitions, the continued effectiveness of social-engineering attacks, and the tricky line between marketing lists and active customer records. This incident is a useful case study in why even security-focused companies must…

Saugata DattaMar 19, 20264 min read768

Artificial Intelligence

Two Words, One Deal: How “Stateful” vs “Stateless” Could Decide a $50 Billion Cloud Dispute

Last week’s reporting brought into sharp relief a narrowly technical — but potentially enormous — dispute between Microsoft, Amazon and OpenAI over a reported $50 billion commercial arrangement. At the center of the controversy are two terms engineers use every day: “stateful” and “stateless.” Depending on how those words are interpreted, Microsoft may have grounds to claim a breach of its exclusivity agreement with OpenAI, or Amazon and OpenAI may…

Saugata DattaMar 18, 20265 min read529

Artificial Intelligence

OpenAI’s New North Star: Report Says Business and Productivity Take Center Stage

Last week, details from an internal all‑hands meeting at OpenAI were reported by the Wall Street Journal and subsequently picked up by other outlets. According to the reporting, company leaders signaled a strategic shift toward prioritizing business and productivity use cases, with executives urging teams to focus on core, revenue‑driving efforts rather than exploratory side projects. What was reported at the all‑hands Fidji Simo, OpenAI’s head of applications, was quoted…

Saugata DattaMar 18, 20262 min read531

Artificial Intelligence

Introducing the Azure Skills Plugin: Practical Azure Workflows for Coding Agents

The Azure Skills Plugin brings curated Azure expertise and an execution layer together so coding agents can do more than offer generic guidance. Rather than just suggesting commands or linking to documentation, the plugin packages decision logic (skills) and structured tools (MCP servers) so agents can reason about workflows and, when appropriate, run actions against real Azure resources. What the plugin is The plugin is a single install that combines…

Saugata DattaMar 10, 20264 min read742

Artificial Intelligence

GPT-5.4 Lands: A Reasoning Powerhouse That Writes Code, Uses Your Computer, and Thinks Ahead

OpenAI’s March 2026 release, GPT-5.4, reads like a careful step toward AI that can carry an entire project from first idea to final delivery. It isn’t just a faster chatbot or a slightly smarter code generator — it’s a consolidated system that bundles advanced reasoning, strong coding skills, and native computer-use capabilities into a single model. The result is a platform designed for sustained, multi-step professional workflows where the model…

Saugata DattaMar 6, 20265 min read780

Azure

Enhanced Storage Resiliency with Azure NetApp Files Elastic Zone‑Redundant Service

Data resiliency is a baseline requirement for modern enterprise applications. Short interruptions or data loss can cascade into regulatory, financial, and reputational consequences. Azure NetApp Files (ANF) Elastic zone‑redundant storage (ANF Elastic ZRS) is a managed, multi‑AZ file storage option built on Azure’s ZRS architecture that aims to deliver synchronous multi‑zone replication, automatic failover, and enterprise ONTAP data management features in a single volume. This post summarizes the service’s capabilities,…

Saugata DattaMar 5, 20264 min read850

AI Agents and Frameworks

When AI Agents Overload the Cloud: What Happened with Google’s Antigravity and Third-Party Wrappers

Google recently moved to suspend a number of customer accounts after heavy autonomous usage of its Antigravity agent development backend and Gemini services was observed when those services were used through third‑party agent wrappers such as OpenClaw and OpenCode. The suspensions—reported to affect customers from high‑spend AI Ultra subscribers to smaller accounts—have raised immediate concerns among developers who say they were using paid quota and received little or no warning…

Saugata DattaFeb 24, 20264 min read660

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