"No one is harder on a talented person than the person themselves" - Linda Wilkinson ; "Trust your guts and don't follow the herd" ; "Validate direction not destination" ;

January 18, 2024

2024 - GenAI Trends - Use Cases

How Enterprise Companies are Buying AI (or Not) with ContextualAI, Anthropic, and Glean

Use Cases

  • Info Discovery and Synthesis
  • Deeper Insights
  • Hierarchical Summarization
  • Support Chatbots
  • Knowledge Extraction

Barriers to Adoption

  • One tool is better than the other
  • Security questions / Data Leaks
  • Governance to manage tools/data

Challenges

  • Tech does not work from Day 1
  • It needs iterations
  • Fixing Hallucinations / Citations
  • Focus on use case vs Fine tune vs Level Setting vs Context Window 
  • Artificial specialized intelligence = Fine tune vs Context Window 
Product Roadmap
  • Getting Certifications
  • Run Lean in Customer Environment
  • Solution = LLM + RAG + VectorDB - Blend of All (Solution Strategy)

Keep Exploring!!!

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