Insights
Practical perspectives on AI agents, voice technology and software development, informed by our client work.
Two runs of one benchmark on the same afternoon, 37 points apart, with identical weights. What changed was the infrastructure around the model, and that is where attention belongs.
Demonstrations succeed, and building a convincing agent has never been easier. The gap lies between a system that works while it is observed and one that works when it is not.
The Security Bill for AI Written CodeOne in five libraries recommended by an AI does not exist, and the same fictions recur. Attackers register them and wait. That is only the first of the costs.
AI Can Write the Code. Reviewing It Is the New Bottleneck.Teams are delivering more and breaking more. The scarce resource in software is no longer working code; it is the human hour required to decide whether that code is safe to release.
The AI Agent Landscape in 2026: Which Harnesses and Frameworks Reached ProductionAfter two years of change, the core of this field has stabilised: LangGraph, the laboratory SDKs, the coding harnesses, and the protocols beneath them. The landscape, layer by layer, and how to choose within it.
Fable 5 and Opus 5: The Controls Changed, Not Only the ScoresThe benchmark discussion will settle in time. The quieter change matters more: the controls you once adjusted have been removed, and prompts written carefully for older models now work against you.
Harness Engineering: Why the Scaffolding Around AI Matters More Than the ModelThe models are converging. What separates a demonstration that impresses a meeting from a system a business depends on is the harness built around the model. A clear guide to the discipline that determines reliability.
Fable 5 and GPT-5.6: What the New Wave of AI Models Means for Your WorkTwo frontier models were released in one week. The headlines sought a contest. What matters is more useful: the baseline of what an ordinary business can accomplish with AI has moved.
Five Cognitive Biases That Warp How You Compare AI ModelsThe mind seeks a winner even when the evidence cannot name one. Five cognitive biases distort how teams compare AI models, together with a straightforward method for resisting them.
AI Companies in Cyprus After the AI Act: What Buyers Should Ask in 2026AI companies in Cyprus are moving from demonstrations to regulated, operational systems. What buyers should ask about the AI Act, governance, data access and evidence before selecting a provider.
AI Agents for Finance in Cyprus: From Spreadsheets to Governed WorkflowsFinance work in Cyprus involves spreadsheets, documents, reviews and deadlines. AI agents can assist, but only when access, approval, records and governance are designed from the outset.
GPT-5.5 for Cyprus Businesses: What the New Default Model ChangesGPT-5.5 matters for Cyprus businesses because everyday AI is improving at unstructured office work, producing fewer hallucinations and handling tool-based workflows. The advantage lies in implementation.
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