Practical AI

AI vs software devs

20 snips
Mar 26, 2024
Join Kevin Ball, a seasoned software engineer, Johnny Boursiquot, the vibrant host of Go Time, and José Valim, the mastermind behind Elixir, as they dive into the complex dance between AI and software development. They discuss AI’s potential to enhance developer skills while grappling with its limitations. The trio explores how AI tools might reshape jobs and emphasizes the importance of human oversight. Plus, they tackle the evolving role of developers and the unique challenges facing the Elixir community in an AI-driven world.
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ANECDOTE

Devin's Success Rate

  • Devin can reportedly solve one in seven GitHub issues.
  • However, it's unclear how to identify which tickets it can solve, risking broken code submissions.
ADVICE

Focus on Progress

  • Focus on AI's progress, not just current limitations.
  • Consider how rapid advancements suggest future potential, even if current capabilities are limited.
INSIGHT

LLM Limitations

  • LLMs excel at demos but struggle in production due to unpredictability.
  • Design applications around their limitations, using external validation and careful resource allocation.
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