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AI for development - a basic skill for 2024 - Vladislav Kuklev - Agile Days 2024 (AI column)

#AI #ML #Software #Processes #Management

Interesting. report Vladislav Kuklev, CEO of Agentcy, about AI tuning. It is clear from the name of his company that the final chord is a story about multi-agnetic systems, but before that Vladislav manages to run through the issues.

  • Architectures of language models (A story about LLM at the level of complexity for ordinary people)
  • LLM problems (hallucinations), but OpenAI dotune models teaching on labeled dialogues with the user + appeared prompt engineering, which tells the author. However, he does not mention that according to the latest research, LLM proms themselves write better than people:)
  • Creating with the help of LLMs design, slides, diagrams (mermaid.js) Code writing assistants: GitHub Copilot, Cursor, Phind Query chains and AI agents - how it works and why it is a very promising direction Multi-agent systems and how individual agents can team up - more in whitepaperChatDev: Communicative Agents for Software Development"

#AI #ML #Software #Processes #Management