The Biggest Data Annotation Challenges and Practical Ways to Fix Them

By Cloud Syndicate
Data Annotation Challenges and How Companies Overcome Them Teams often hit data issues before they spot model issues. That leads to a question: what is data annotation once projects move past demos and into real use? It is the work that defines meaning in raw data so models can learn consistent patt...
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Karyna Naminas

MCP Security: The Protocol Nobody Secured Before Shipping

By Cloud Collective
MCP Security Protocol Anthropic’s Model Context Protocol became the connective tissue of enterprise AI in under 18 months. Security came later. The CVE count is now the evidence. Anthropic introduced the Model Context Protocol in November 2024. They called it the USB-C for AI applications. The...
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Threat Security

The Shift from Data Strategy to Activation Strategy

By Andrea Gacanin
The Data Activation Gap Most organizations today are not suffering from a lack of data. They are suffering from a lack of activation. Customer data is collected, stored, governed, enriched and reported on at scale. Dashboards are full. Reports are delivered. Data lakes grow deeper every year. And ye...
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Andrea Gacanin

Building AI Fluency in Finance and Consulting: Why Companies Need Structured Development Programs 

By Mark Henderson
Structured AI Learning for Companies Artificial intelligence (AI) use in business has moved from novel and experimental to everyday use. At Kubicle, we can see that businesses across finance, consulting and professional services are investing heavily in AI tools that promise faster analysis, better ...
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Mark Henderson

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