GSD, BMAD, OpenSpec, or GitHub Spec Kit: Choosing the Right AI Development Framework

Four spec-driven AI development frameworks have emerged as the serious options for structured AI coding. They share a starting principle — and diverge sharply on everything else.

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GPT-5.5 and the Age of Autonomous Task Completion

OpenAI's GPT-5.5 is the first mainstream model designed for AI that acts rather than assists. Here is what the governance and workflow implications mean for enterprise teams.

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UK AI Regulation Tightens: What the ICO Guidance and Parliament's Inquiry Mean for Employers

The ICO, Parliament, and the DRCF are reshaping what UK employers must do when AI touches decisions that affect people. Here is what has changed and what to do about it.

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The Enterprise AI Reality Check: Why 79% of Organisations Aren't Seeing ROI

AI funding hit $300 billion in Q1 2026. Meanwhile, new research shows 79% of organisations face significant adoption challenges. Here is what the successful 29% are doing differently.

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UK Sovereign AI: What the Government's £500m Bet Means for Your Organisation

Liz Kendall's £500m Sovereign AI programme frames compute concentration as a national security risk. Here is what it signals for enterprise technology strategy and procurement.

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The A2A Protocol: Why AI Agent Interoperability Is the Next Big Enterprise Decision

Backed by 150+ organisations including Google, Microsoft, AWS, Salesforce, and SAP, the A2A Protocol solves the integration tax that has kept enterprise AI siloed.

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Global AI Adoption: How Different Countries Are Embracing Artificial Intelligence

From US velocity to EU caution, Chinese state strategy to Middle Eastern sovereign ambition — a country-by-country breakdown of AI attitudes, intensity and what it means for global business.

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Claude Mythos: Anthropic's Most Powerful Model Yet

Anthropic's Mythos finds vulnerabilities faster than humans can patch them. What this means for every organisation that runs software.

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The Top 10 UK Companies Leading on AI

From Google DeepMind to Quantexa, the UK's AI ecosystem is deeper than most people realise. Here are the ten companies defining it.

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The UK's AI Skills Gap: Why Closing It Is One of the Biggest Opportunities of the Decade

73% of UK workers have received no formal AI training. Here's where the opportunity lies — and where to start.

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The UK's Public AI Infrastructure: Government Institutes Shaping the National AI Ecosystem

Behind the UK's AI startups and research labs sits a layer of publicly funded institutions most people rarely encounter — from the Alan Turing Institute to the AI Security Institute.

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