Essays, frameworks and patterns from the work we do every day. Fresh posts three times a week.
Discover how AI is revolutionising tax advisory for UK SMEs, enhancing productivity, client service, and compliance. Learn the strategic advantages of early AI adoption.
Discover how ADIAS revolutionises AI agent design by focusing on issue-centric improvements, moving beyond candidate-centric methods for more efficient and robust AI.
OpenAI's rumoured smart speaker, priced at £300-£400, signals a bold move beyond software. We analyse the market, the challenges, and what it means for UK homes and businesses.
Discover how 'Meta-Persona Anchoring' can combat AI homogeneity, ensuring LLMs offer diverse, nuanced perspectives crucial for UK businesses navigating complex decisions.
Despite advancements, autonomous AI for clinical decision support remains unsafe. This article dissects why LLMs aren't ready for critical healthcare roles.
Exploring how AI integration into UK education can prepare students for the future of work, drawing lessons from global summits and local realities.
Discover how AI personality is shifting from a novelty to a critical competitive advantage, impacting user engagement and brand differentiation in the UK market.
AI guardrails are hindering offensive cybersecurity research. This article explores the impact on UK cyber resilience and necessary reforms for responsible innovation.
The agentic AI era presents UK SMEs with both opportunity and peril. Learn how to strategically manage AI investments, focusing on value, efficiency, and real-world impact.
Discover how the UK can significantly boost its productivity through AI adoption, moving beyond mere technological access to foster a nation of AI trailblazers.
Exploring the frontier of AI in legal reasoning, this article delves into multi-agent debate frameworks for complex legal domains, moving beyond simple information retrieval.
Explore the increasing trend of AI-driven layoffs across the tech sector in 2026. We analyse why companies are citing AI and what it means for the UK workforce.
AI agents are moving from demo to org chart. Here is how UK companies are quietly hiring them alongside humans — and what it changes.
Small, well-placed automations return their cost within weeks and compound for years. Here is the framework we use to pick them.
What actually changes when you build a SaaS product with AI agents as first-class users? A field guide from products we have shipped.
The most important engineering work in AI right now is not the model. It is the tools you give it. Here is why that layer matters.
What we see inside UK companies quietly deploying AI workforces at scale — and how the working day is changing as a result.
A practical framework for picking the first AI automation that will actually pay back — without burning six months on the wrong problem.
