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๐—™๐—ฟ๐—ผ๐—บ ๐—ฃ๐—ฎ๐˜€๐˜€๐—ถ๐˜ƒ๐—ฒ ๐—ฆ๐˜๐—ผ๐—ฟ๐—ฎ๐—ด๐—ฒ ๐˜๐—ผ ๐—”๐—ฐ๐˜๐—ถ๐˜ƒ๐—ฒ ๐—Ÿ๐—ฒ๐—ฎ๐—ฟ๐—ป๐—ถ๐—ป๐—ด

Traditional knowledge bases often become overwhelming repositories โ€” packed with recorded trainings but difficult to navigate. Engagementโ€ฆ

Raymond Ng, Certified Prompt Engineer, MSc (KM) in AI Trek ยท 2026-05-30 12:48 ยท 0 claps ยท 1.5 min read paywalled
#genai #km #learning-transformation #digital-learning #ai
Open on Medium โ†—
Wiki topics: RAG ยท RAG & Retrieval AI ยท AI ยท General GEN ยท Genomics & Sequencing EDU ยท Education & Learning

๐—™๐—ฟ๐—ผ๐—บ ๐—ฃ๐—ฎ๐˜€๐˜€๐—ถ๐˜ƒ๐—ฒ ๐—ฆ๐˜๐—ผ๐—ฟ๐—ฎ๐—ด๐—ฒ ๐˜๐—ผ ๐—”๐—ฐ๐˜๐—ถ๐˜ƒ๐—ฒ ๐—Ÿ๐—ฒ๐—ฎ๐—ฟ๐—ป๐—ถ๐—ป๐—ด

Traditional knowledge bases often become overwhelming repositories โ€” packed with recorded trainings but difficult to navigate. Engagement drops, even though valuable content exists.

With Generative AI, we can transform them into intelligent learning hubs: personalized profiles, proactive recommendations, and dataโ€‘driven insights that keep knowledge alive and actionable.

Most organizations maintain knowledge bases to share internal expertise. Traditionally, this means recording every training session so colleagues can search for what they need โ€œjust in case.โ€

But as the library grows, the challenge becomes clear: users face an overwhelming volume of recordings, making it harder to find relevant content. The result? Valuable materials remain unused, and engagement with the knowledge base declines.

With Generative AI, we can flip this model from passive storage to active learning.

New strategy with GenAI:

  • ๐—œ๐—ป๐—ฑ๐—ถ๐˜ƒ๐—ถ๐—ฑ๐˜‚๐—ฎ๐—น ๐—น๐—ฒ๐—ฎ๐—ฟ๐—ป๐—ถ๐—ป๐—ด ๐—ฝ๐—ฟ๐—ผ๐—ณ๐—ถ๐—น๐—ฒ๐˜€: Each member builds and maintains a personalized learning profile.
  • ๐—”๐—œโ€‘๐—ฒ๐—ป๐—ต๐—ฎ๐—ป๐—ฐ๐—ฒ๐—ฑ ๐—ฒ๐˜…๐—ฝ๐—ฒ๐—ฟ๐—ถ๐—ฒ๐—ป๐—ฐ๐—ฒ: Integrate GenAI into the knowledge base to make learning interactive.
  • ๐—ฃ๐—ฟ๐—ผ๐—ฎ๐—ฐ๐˜๐—ถ๐˜ƒ๐—ฒ ๐—ฟ๐—ฒ๐—ฐ๐—ผ๐—บ๐—บ๐—ฒ๐—ป๐—ฑ๐—ฎ๐˜๐—ถ๐—ผ๐—ป๐˜€: Suggest relevant courses based on history, interests, and skill gaps.
  • ๐—œ๐—ป๐˜๐—ฒ๐—น๐—น๐—ถ๐—ด๐—ฒ๐—ป๐˜ ๐—น๐—ฒ๐—ฎ๐—ฟ๐—ป๐—ถ๐—ป๐—ด ๐—ต๐˜‚๐—ฏ: Shift from a reactive repository to a dynamic, dataโ€‘driven platform.

This approach transforms knowledge bases into living systems โ€” not just places to store information, but engines that continuously empower people to learn, grow, and contribute.

You can access all my AI articles by the link.

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1aa1809a6d7f
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https://medium.com/ai-trek/-1aa1809a6d7f
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https://medium.com/ai-trek/-1aa1809a6d7f
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https://medium.com/@c4cp
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ok
fetched_at
2026-06-09 18:04:40