"However, those same AI tools will lead to a surge of new questions and concerns. On one hand, the typical first-time coder questions will likely get fewer asks/visits because the answers will be more readily available via AI solutions (including OverflowAI!). So, what will all this work mean for Stack Overflow and developers? Chandrasekar outlined the expectations: "The future of the Internet and the modern tech landscape isn't going to be measured by web traffic alone - it's about quality of data, trust in data, and the communities of experts and human beings curating that data. With the roadmap now public, the next phase begins: bringing these new AI-powered tools to users and customers, while listening to feedback, iterating, and improving.Īlso: Why open source is essential to allaying AI fears, according to Stability.ai founder The journey to this point has involved a marathon of back-to-back sprints. Stack Overflow is also introducing GenAI Stack Exchange, a community that's centered around knowledge sharing about AI tools, and Stack Overflow's Natural Language Processing (NLP) Collective, which includes a new feature called Discussions for debating technical AI and ML approaches, and for sharing perspectives. OverflowAI will introduce enterprise knowledge ingestion, a feature that will enable users to curate and build a knowledge base in minutes by leveraging existing accurate and trusted content. In addition, you can improve the knowledge base yourself. For example, searching for 'how to sort a list of integers in python.'"Īlso: How I tricked ChatGPT into telling me lies You can write your query like a natural language question you'd ask a friend, and get relevant results back in kind. He continued: "With semantic mapping of data, we can avoid the rigidity and strictness of lexical search. ![]() It's not intuitive for most people to have to use specialized punctuation and boolean operators to get what you want." Lexical search also requires a domain-specific language to get results for anything more than a stack of keywords. If you pack a bunch of words into a query - by, let's say, asking a question as if you were having a conversation with someone - then you might not match any documents. If you misspell a keyword or use a synonym, you won't get good results unless someone has done some processing in the index. Chandrasekar explained: "Lexical search suffers from a number of significant problems.
0 Comments
Leave a Reply. |
AuthorWrite something about yourself. No need to be fancy, just an overview. ArchivesCategories |