OverflowAI: Stack Overflow strikes back? | Llm Chatgpt | Cosa Sono i Large Language Models | Chat Intelligenza Artificiale Gratis | Turtles AI

OverflowAI: Stack Overflow strikes back?
  #Stack #Overflow's new #OverflowAI tools use #AI to enhance #search, #prompt #generation and #knowledge ingestion, but rely on #trusted #community content and prioritize transparency to build developer trust. After initially banning AI, Stack Overflow's new OverflowAI initiative will use semantic search, IDE integrations and other AI tools, but will rely on the community's 58M Q&As as a foundation and prioritize transparency to build trust. While AI promises to boost developer productivity, Stack Overflow is taking a thoughtful and community-centric approach to generative AI with its new OverflowAI initiative. Stack Overflow CEO Prashanth Chandrasekar outlined new AI-powered search, knowledge ingestion, and IDE integration features designed to enhance Stack Overflow experiences while prioritizing community trust and oversight. Semantic search will improve search results by understanding meanings rather than just keywords. Knowledge ingestion will bootstrap Teams knowledge bases with trusted information to speed ramp up. And the Visual Studio Code extension will surface relevant community answers within the IDE. However, Prashanth stressed that Stack Overflow will rely on community knowledge as a foundation, allow humans to curate AI output, and provide transparency around how AI recommendations are generated. Prashanth argued this human-centered AI approach can help address developer concerns about AI trustworthiness. While the tools promise productivity gains, Stack Overflow aims to build them in a way that honors the community's original contributions. Stack Overflow's OverflowAI initiative represents an ambitious effort to utilize generative AI while upholding the community's core values of trust, transparency, and attribution. The suite of OverflowAI products aims to enhance Stack Overflow's search, knowledge base curation, and developer productivity tools through intelligent technologies like semantic search, knowledge ingestion, and AI assistants. However, Stack Overflow recognizes the risks of AI, seeking to ground its AI output in the millions of trusted community contributions and empowering human community members to refine and improve AI recommendations. The new initiative comes after Stack Overflow's initial hesitancy toward generative AI, but now represents a "thoughtful and measured" attempt to harness AI's potential without undermining the developer community. Highlights:
  • Semantic search aims to improve search results by understanding meanings
  • OverflowAI will provide AI assistants that suggest solutions and help ask questions
  • Visual Studio plugin will surface community answers within the IDE workflow
  • Stack Overflow seeks to rely on and attribute community knowledge to AI output