\u003C/figure>\n\u003C!-- /wp:image -->\n\n\u003C!-- wp:paragraph -->\n\u003Cp>When it comes to important matters like school or work, these new tools are not an easy button, and the axiom “trust but verify” is most likely the best approach to integrating new tools in the development process. On the \u003Ca href=\"https://ai.stackexchange.com/\">AI Stack Exchange\u003C/a> site, one of the most-visited questions so far this year is “\u003Ca href=\"https://ai.stackexchange.com/questions/38220/why-is-chatgpt-bad-at-math\">Why is ChatGPT bad at math?\u003C/a>” The question deals with the inability of AI tools, specifically those trained on large language models, to understand complex questions. But people get these sorts of problems wrong regularly, as well. \u003C/p>\n\u003C!-- /wp:paragraph -->\n\n\u003C!-- wp:paragraph -->\n\u003Cp>Where you are currently working also has an impact on whether or not you are using AI tools. Professional developers from India, Brazil, and Poland are most likely to use or plan on using AI tools as part of their development workflow—all responding at 70% or higher. UK, French, US, and German developers are more likely to say they don’t plan on using AI tools (responding at 36% or higher). A lot of new tech talent is being sourced from India and Brazil, a trend inferred from the large number of young developers in high salary-growth positions \u003Ca href=\"https://stackoverflow.blog/2023/05/15/stories-from-our-survey-salary-in-the-time-of-pandemic/\">as reported in past developer surveys\u003C/a>, so more prevalent use of AI tools in these regions makes sense. \u003C/p>\n\u003C!-- /wp:paragraph -->\n\n\u003C!-- wp:paragraph -->\n\u003Cp>Why would the EU countries and the US be more likely to report resistance to AI tools? \u003Ca href=\"https://www.axios.com/2023/05/30/ai-chatgpt-europe-laws-regulate\">Recent news has highlighted\u003C/a> the possibility of imminent EU regulations for AI via pre-existing GDPR laws, and France has already begun investigating complaints against ChatGPT. In the US, no regulations currently exist, but companies are beginning to \u003Ca href=\"https://fortune.com/2023/05/19/chatgpt-banned-workplace-apple-goldman-risk-privacy/\">publicize their policies for banning ChatGPT at work\u003C/a>, while Stack Overflow and Reddit have also \u003Ca href=\"https://www.wired.com/story/stack-overflow-will-charge-ai-giants-for-training-data/\">publicly stated that they will start charging for data access\u003C/a> to protect the attribution and contributions of their communities. Accuracy concerns and rules, whether legal or in the workplace, are keeping developers from rapidly adopting some AI tools.\u003C/p>\n\u003C!-- /wp:paragraph -->\n\n\u003C!-- wp:heading -->\n\u003Ch2 class=\"wp-block-heading\" id=\"h-curiouser-and-curiouser-why-use-ai-tools-at-all\">Curiouser and curiouser: Why use AI tools at all?\u003C/h2>\n\u003C!-- /wp:heading -->\n\n\u003C!-- wp:paragraph -->\n\u003Cp>Regardless of current use and intentions to use later, developers are positive about the possibilities. Most feel favorable (77%) towards using AI tools as part of their development workflow—but we do see some differences between groups. Blockchain developers, data scientists, and front-end or fullstack developers are more likely to be using AI tools now. Embedded application developers, desktop/enterprise developers, and hardware engineers are less likely to be using these tools and less inclined to use them in the future.\u003C/p>\n\u003C!-- /wp:paragraph -->\n\n\u003C!-- wp:paragraph -->\n\u003Cp>AI has a complexity cliff. Much like \u003Ca href=\"https://helmsman-international.com/is-your-project-going-over-the-complexity-cliff/\">Helmsman’s complexity cliff\u003C/a>, a concept found in project management, after a certain point, the ability for AI to handle all the nuances and interdependencies of a solution drops off. That’s when humans, their adaptability to apply judgment and have original thought, saves the day. \u003C/p>\n\u003C!-- /wp:paragraph -->\n\n\u003C!-- wp:paragraph -->\n\u003Cp>Out of all the developer roles who have a favorable view of AI tools, senior executives top the list (63%) alongside data scientists and blockchain developers. Developers working in data science and blockchain using AI makes sense: they are well-versed in this type of technology. It makes even more sense when we see the response to our question about what use cases developers have for AI tools they’re using today. The overwhelming majority use AI tools to write code (83%) or debug code (49%). We’d expect hardware engineers not to use AI for now, given their low confidence in these tools’ accuracy and the hands-on aspects of their job. When we asked developers about the benefits of AI tools, 33% believe increasing productivity is the most important benefit. Senior executives that do not have direct experience with these use cases may be in positions to see their colleagues’ explorations with productivity around writing and/or debugging code and want to try it out within their team or share amongst other people managers. \u003C/p>\n\u003C!-- /wp:paragraph -->\n\n\u003C!-- wp:image {\"id\":22338,\"sizeSlug\":\"large\",\"linkDestination\":\"none\"} -->\n\u003Cfigure class=\"wp-block-image size-large\">\u003Cimg src=\"https://stackoverflow.blog/wp-content/uploads/2023/06/so-dev-survey-2023-AIdeepdive-blog-01-2-1200x630.png\" alt=\"\" class=\"wp-image-22338\"/>\u003C/figure>\n\u003C!-- /wp:image -->\n\n\u003C!-- wp:paragraph -->\n\u003Cp>We asked developers how they thought AI tools would evolve their workflow over the next year, and 77% feel that the next year will look somewhat or very different for writing code with AI, and 75% feel the same about debugging code with AI. Updating the tools and evolving the learning curve will likely benefit those currently using AI tools or planning to soon. \u003C/p>\n\u003C!-- /wp:paragraph -->\n\n\u003C!-- wp:image {\"id\":22315,\"sizeSlug\":\"large\",\"linkDestination\":\"none\"} -->\n\u003Cfigure class=\"wp-block-image size-large\">\u003Cimg src=\"https://stackoverflow.blog/wp-content/uploads/2023/06/so-dev-survey-2023-AIdeepdive-blog-03-630x630.png\" alt=\"\" class=\"wp-image-22315\"/>\u003C/figure>\n\u003C!-- /wp:image -->\n\n\u003C!-- wp:paragraph -->\n\u003Cp>The age of AI-integrated development is still in its infancy, but developers around the world have let us know that they are actively engaged, curious, and not looking away. Make sure to check out all the wonderful details at \u003Ca href=\"https://stackoverflow.co/labs/developer-sentiment-ai-ml/?utm_source=so-owned&utm_medium=blog&utm_campaign=survey_ai\">Stack Overflow Labs\u003C/a>!\u003C/p>\n\u003C!-- /wp:paragraph -->","html","2023-06-14T13:11:33.000Z",{"current":309},"hype-or-not-developers-have-something-to-say-about-ai",[311,320,326,331],{"_createdAt":312,"_id":313,"_rev":314,"_type":315,"_updatedAt":316,"slug":317,"title":319},"2023-05-23T16:43:21Z","wp-tagcat-ai","fpDTFQqIDjNJIbHDKPBGpV","blogTag","2025-01-30T16:19:01Z",{"current":318},"ai","AI",{"_createdAt":312,"_id":321,"_rev":322,"_type":315,"_updatedAt":312,"slug":323,"title":325},"wp-tagcat-code-for-a-living","9HpbCsT2tq0xwozQfkc4ih",{"current":324},"code-for-a-living","Code for a Living",{"_createdAt":312,"_id":327,"_rev":322,"_type":315,"_updatedAt":312,"slug":328,"title":330},"wp-tagcat-developer-survey",{"current":329},"developer-survey","developer survey",{"_createdAt":312,"_id":332,"_rev":322,"_type":315,"_updatedAt":312,"slug":333,"title":335},"wp-tagcat-survey",{"current":334},"survey","Survey","Hype or not? 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