ai

22 articles

Apr 23, 2026

Microsoft Discovery: What the Platform Actually Does Beneath the Announcement

Microsoft expanded preview access to Microsoft Discovery this week, but the announcement leads with case studies rather than architecture. The platform's actual design (a graph-based knowledge foundation, a reasoning-first Discovery Engine, and agentic execution across HPC and physical lab infrastructure) is what distinguishes it from general-purpose AI tools, and it is worth understanding before the hype settles.

AI Copilot

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Apr 17, 2026

GitHub Copilot Modernisation Is What AI Agents Should Actually Look Like

AI agents are most useful when they are honest about their limits. GitHub Copilot Modernisation does the mechanical work of .NET migration well, and its assess-plan-execute structure is a better model for agentic design than most of what gets discussed in the abstract.

AI GitHub

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Apr 9, 2026

The AI Bill Arrived. Now Everyone Wants to Talk About ROI.

Microsoft's new Cloud Cost Optimization series is a tacit acknowledgement that the early wave of AI investment did not come with adequate accountability attached. The real problem is governance — specifically, the gap between having a governance framework and having the operational visibility that actually makes ROI measurable.

AI Governance ROI

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Apr 5, 2026

The Governance Gap: Why AI Agents Are Exposing an Older Problem

Most organisations are not struggling with AI agents because the technology is unsafe. They are struggling because their governance models were built for a world that no longer exists. The problem is older than the agents, and the answers are harder than most frameworks are currently prepared to admit.

AI Governance

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Apr 4, 2026

Your Agent Estate Is the Next Attack Surface — and Most Organisations Can't Even Inventory It

AI is no longer just helping threat actors work faster. It is embedded across the entire attack lifecycle, and the next major target is the agent ecosystem most organisations are deploying without mature identity, inventory, or governance controls. Microsoft's RSAC 2026 briefing lays out why the agent surface problem is the one architects need to prioritise now.

AI Copilot Governance

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Apr 3, 2026

Multi-Agent Orchestration Goes GA: What the Latest Copilot Studio Update Means for Enterprise Architects

Microsoft's March 2026 Copilot Studio update brings multi-agent orchestration to general availability, and for enterprise architects, it changes the default design assumption. The question is no longer whether your agents can coordinate across teams and platforms. It is whether you have designed them to.

AI Copilot Studio

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Mar 26, 2026

GroundedPlanBench: Spatially grounded long-horizon task planning for robot manipulation

The announcement of GroundedPlanBench by Microsoft Research stands out in the ongoing evolution of robot manipulation, particularly for tasks that span multiple steps and require nuanced spatial awareness

AI Robotics

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Mar 23, 2026

Building Security for Agentic AI: A Strategic Perspective on End-to-End Trust

Agentic AI is no longer a futuristic concept—it’s rapidly becoming boardroom reality for CISOs and tech leaders alike. 🤖 At RSAC’s milestone 35th year, Microsoft spotlighted an eye-opening stat: 80% of Fortune 500 companies now deploy intelligent agents. The scale is impressive, but so are the security challenges that come with defending automated systems that act on their own.

AI Cybersecurity

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Mar 23, 2026

Certifications Shifting, AI on the Perimeter, and the Real Meaning of Vibe Coding

Microsoft is reshaping certifications, identity is becoming the real perimeter, and AI is quietly changing what it even means to build an application. In this episode, a routine set of updates turns into a much bigger conversation about governance, judgement, and the realities of vibe coding in an AI first world.

Azure AI Purview Entra

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Mar 15, 2026

Vibe Coding a Production Blog Platform on Azure, What Worked, What Didn’t, and Why It Still Matters

About a week ago, I decided to replace my Wordpress blog with a custom built platform running on Azure. Not as a long term rewrite, not as a side project, and not as an architectural exercise. This was very deliberately a vibe coding experiment. Minimal upfront design, fast iteration, heavy use of Copilots, and a willingness to see where things broke.

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Mar 11, 2026

Rethinking AI Agent Memory: PlugMem’s Knowledge-Centric Approach and Its Strategic Implications

PlugMem: A single memory system adaptable across AI agent tasks Designing effective memory systems for AI agents has become a critical challenge as these models take on increasingly complex, multi-turn tasks. Traditional approaches often prioritise expanding memory capacity, yet the assumption that more data is always beneficial does not hold up in practice. In my… Continue Reading →

ai Thought Leadership

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Feb 20, 2026

Claude Sonnet 4.6: Delivering Frontier AI Performance for Scalable Enterprise Workflows

Read the original article: Claude Sonnet 4.6 in Microsoft Foundry-Frontier Performance for Scale The arrival of Claude Sonnet 4.6 in Microsoft Foundry marks a pivotal moment for organisations seeking to operationalise advanced AI at enterprise scale. As I examine this release, I see clear signals that we are moving beyond experimental deployments towards AI as… Continue Reading →

ai Microsoft Azure New Features

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