journal
Author: basgroothedde
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Why LLM’s are really poor at strategy
Ask leading AI models the same strategic question and you may expect different perspectives. Research suggests the opposite: they often converge on the same fashionable answers.
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The downfall of cloud-AI frontier models
general-purpose model intelligence is becoming increasingly abundant, cheaper and interchangeable, while proprietary company context remains scarce and valuable.
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Small language models.
Small Language Models (SLMs) are compact, often task-specialised language models that require less compute, cost, and infrastructure than frontier-scale LLMs.
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What is a Knowledge graph?
A knowledge graph represents a network of entities, such as objects, events, situations or concepts, information, and illustrates the relationship between them.
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Ever Industry has its own Language
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Is your data healthy?
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Industry specific AI in a vertical
A vertical AI system needs more than a model. It needs context. Our approach is built around three connected layers: industry context, company context and structured operational data. Together, these layers create the foundation for company-specific AI that can support real business questions, not just generic conversations.
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Fashion vertical first release
Developed with industry partners, our fashion-industry vertical brings sector-specific terminology, data and decision logic into a dedicated AI context layer and is now entering its fine-tuning phase.
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Why we stopped using Cloud AI
Our position on using only local AI and why we stepped away from cloud-first AI and frontier models. The dominant cloud-first paradigm is no longer sufficient for companies.