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Early knowledge navigation was driven largely by search engines, withGoogles Knowledge Graph being a notable game-changer.
The landscape changed again withcloud computing.
Fast forward to another major technological shift: conversational interfaces.
While early virtual assistants like Siri andchatbotswere innovative, they still relied heavily on traditional knowledge resources.
Which brings us to the meteoric rise of large language models (LLMs) and AI agents.
Senior Director of Product Innovation at Stack Overflow.
For the model to work, content providers and platforms must ensure fair attribution and recognition for their contributors.
The future of the knowledge economy rests on a collaborative approach that respects content creation and values transparency.
Knowledge-as-a-Service offers a promising blueprint for platforms to remain relevant while supporting a new generation of digital tools andapplications.
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