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The AI Protocol Revolution: A Story of History Repeating Itself

· 14 min read

Here at Sunholo, we've specialised deploying GenAI applications for the past few years. Recently, when talking to new propects we have noticed a trend: they show us their own internal chatbot, built at great expense just 18 months ago, and ask why it feels so outdated compared to ChatGPT or Gemini. Is there a better way to keep up to date but still keep your AI application bespoke? The answer takes us on a journey through web history, emerging protocols, and a future that's arriving faster than most realize.

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