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AI news & models: guides & answers

New AI models and developments explained clearly – what actually changes for businesses.

Related service: AI automation

14 articles · 7 topics

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All articles: AI news & models

14 articles

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AI news & models

AI, AGI, superintelligence: what is the difference?

AI, AGI and superintelligence explained simply: what exists today, what AI agents do, how computer use agents work and what it means for your business.

1 Oct 20267 min read

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AI news & models

Running AI models locally: when your own server beats the cloud

Running AI models on your own server: when it improves privacy and cost, what hardware you need and what operation and upkeep involve for a small company.

30 Sept 20264 min read

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AI news & models

What is an AI hallucination, and how do you protect your business?

AI hallucinations are convincing-sounding errors. Why they happen, what they can cost and how sources, checks and approvals protect your business.

30 Sept 20264 min read

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AI news & models

The EU AI Act for SMEs: what applies to you and when

The EU AI Act for SMEs: risk tiers, the AI literacy duty and deadlines explained clearly, with steps for your business. This is not legal advice.

30 Sept 20264 min read

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AI news & models

What is prompt engineering? 6 techniques that work for business tasks

Prompt engineering in six techniques: role, context, format, examples, rules and iteration. With a template for business tasks and a checklist.

30 Sept 20264 min read

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AI news & models

Why does AI need GPUs? Chips, data centres and what it means for prices

AI models consist of matrix maths that GPUs run in parallel. Why chips are scarce, what data centres consume and what that means for prices.

30 Sept 20264 min read

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AI news & models

Open-source vs proprietary AI models: what matters for a company

Open or proprietary AI models? Control, privacy, cost, quality and support compared, plus the hybrid path that combines both for businesses.

30 Sept 20264 min read

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AI news & models

Tokens and context windows explained: why AI ‘forgets’ and what it costs

Tokens are word pieces and the context window is the memory per request. Why AI seems to forget, how costs arise and how you can save tokens.

30 Sept 20264 min read

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AI news & models

AI coding assistants explained: what tools like Claude Code and Codex change for software projects

AI coding assistants such as Claude Code and Codex speed up software projects but do not replace review. What changes and what to ask your agency.

30 Sept 20264 min read

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AI news & models

How to evaluate a new AI model for your business in one afternoon

Evaluate a new AI model in one afternoon: ten of your own test tasks, blind scoring, cost, speed, data terms and typical failure modes in a simple plan.

30 Sept 20264 min read

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AI news & models

Claude, ChatGPT or Gemini for business use: how to choose (a framework, not a ranking)

Claude, ChatGPT or Gemini for your business? Eight criteria from data protection to cost model, plus a test method, instead of a ranking that ages fast.

30 Sept 20264 min read

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AI news & models

What is MCP (Model Context Protocol)? Why AI tools can now talk to your systems

MCP is an open standard that connects AI applications to tools and data. Structure, benefits and the security questions you should put to vendors.

30 Sept 20264 min read

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